中国科学技术大学 | 多模态智能实验室 (MI Lab)

Bayesian Window Transformer for Image Restoration

Jie Xiao, Xueyang Fu, Yurui Zhu, Zheng-Jun Zha.

IEEE Trans. Pattern Anal. Mach. Intell., 2026

Boosting Active Prompt Learning via Discriminative Self-Training Dual-Curriculum Learning

Sen Tao, Jiawei Liu, Peng Zeng, Yongchao Xu, Bingyu Hu, Zheng-Jun Zha.

Int. J. Comput. Vis., 2026

CompEvent: Complex-valued Event-RGB Fusion for Low-light Video Enhancement and Deblurring

Mingchen Zhong, Xin Lu, Dong Liu, Senyan Xu, Ruixuan Jiang, Xueyang Fu, Baocai Yin.

AAAI, 2026

E-MaT: Event-oriented Mamba for Egocentric Point Tracking

Han Han, Wei Zhai, Baocai Yin, Yang Cao, Bin Li, Zhengjun Zha.

AAAI, 2026

Learning Robust Event-Guided Representations for Person Re-Identification

Chengzhi Cao, Xueyang Fu, Senyan Xu, Chengjie Ge, Kunyu Wang, Zheng-Jun Zha.

Int. J. Comput. Vis., 2026

Mamba-Driven Comprehensive Context Learning for Zero-Shot HOI Detection

Jiawei Liu, Yongchao Xu, Sen Tao, Yuexuan Qi, Zheng-Jun Zha.

Int. J. Comput. Vis., 2026

SVE-Former: A fast fourier transformer via singular vector embedding

Xiang-Jun Shen, Wenxiu Tian, Yang Yang, Conghua Zhou, Heping Song, Ming Yang, Yong Li, Sirui Tian, Zhengjun Zha.

Neural Networks, 2026

A Lottery Ticket Hypothesis Approach with Sparse Fine-tuning and MAE for Image Forgery Detection and Localization

Jiaying Zhu, Dong Li, Xueyang Fu, Gege Shi, Jie Xiao, Aiping Liu, Zheng-Jun Zha.

AAAI, 2025

AR-Diffusion: Asynchronous Video Generation with Auto-Regressive Diffusion

Mingzhen Sun, Weining Wang, Gen Li, Jiawei Liu, Jiahui Sun, Wanquan Feng, Shanshan Lao, SiYu Zhou, Qian He, Jing Liu.

CVPR, 2025

Advancing Visible-Infrared Person Re-Identification: Synergizing Visual-Textual Reasoning and Cross-Modal Feature Alignment

Yuxuan Qiu, Liyang Wang, Wei Song, Jiawei Liu, Zhi-Ping Shi, Na Jiang.

IEEE Trans. Inf. Forensics Secur., 2025

BEVTrack: A Simple and Strong Baseline for 3D Single Object Tracking in Bird's-Eye View

Yuxiang Yang, Yingqi Deng, Mian Pan, Zheng-Jun Zha, Jing Zhang.

IJCAI, 2025

BRAT: Bidirectional Relative Positional Attention Transformer for Event-based Eye tracking

Yuliang Wu, Han Han, Jinze Chen, Wei Zhai, Yang Cao, Zhengjun Zha.

CVPR Workshops, 2025

Benchmarking Large Vision-Language Models via Directed Scene Graph for Comprehensive Image Captioning

Fan Lu, Wei Wu, Kecheng Zheng, Shuailei Ma, Biao Gong, Jiawei Liu, Wei Zhai, Yang Cao, Yujun Shen, Zheng-Jun Zha.

CVPR, 2025

Boosting Image De-Raining via Central-Surrounding Synergistic Convolution

Long Peng, Yang Wang, Xin Di, Peizhe Xia, Xueyang Fu, Yang Cao, Zheng-Jun Zha.

AAAI, 2025

Continuous Adverse Weather Removal via Degradation-Aware Distillation

Xin Lu, Jie Xiao, Yurui Zhu, Xueyang Fu.

CVPR, 2025

DCTMamba: Advancing JPEG Image Restoration Through Long-Sequence Modeling and Adaptive Frequency Strategy

Xi Wang, Xueyang Fu, Liang Li, Zheng-Jun Zha.

AAAI, 2025

DDCNet: Advanced Decoupling of Degradation and Content for Adverse Weather Image Restoration

Xi Wang, Xueyang Fu, Yurui Zhu, Zheng-Jun Zha.

IEEE Trans. Neural Networks Learn. Syst., 2025

Deep Unfolding Network for Image Desnowing With Snow Shape Prior

Xin Guo, Xi Wang, Xueyang Fu, Zheng-Jun Zha.

IEEE Trans. Circuits Syst. Video Technol., 2025

Directing Mamba to Complex Textures: An Efficient Texture-Aware State Space Model for Image Restoration

Long Peng, Xin Di, Zhanfeng Feng, Wenbo Li, Renjing Pei, Yang Wang, Xueyang Fu, Yang Cao, Zheng-Jun Zha.

IJCAI, 2025

DreamUHD: Frequency Enhanced Variational Autoencoder for Ultra-High-Definition Image Restoration

Yidi Liu, Dong Li, Jie Xiao, Yuanfei Bao, Senyan Xu, Xueyang Fu.

AAAI, 2025

Dual Path Unsupervised Real Image Denoising

Yao Li, Zhengjun Zha.

ICASSP, 2025

Dual Uncertainty-Guided Feature Alignment Learning for Text-Based Person Retrieval

Yufei Zheng, Jiawei Liu, Bingyu Hu, Zikun Wei, Yong Wu, Zheng-Jun Zha.

ACM Multimedia, 2025

Dubbing Movies via Hierarchical Phoneme Modeling and Acoustic Diffusion Denoising

Liang Li, Gaoxiang Cong, Yuankai Qi, Zheng-Jun Zha, Qi Wu, Quan Z. Sheng, Qingming Huang, Ming-Hsuan Yang.

IEEE Trans. Pattern Anal. Mach. Intell., 2025

Dynamic Strategy Prompt Reasoning for Emotional Support Conversation

Yiting Liu, Liang Li, Yunbin Tu, Beichen Zhang, Zheng-Jun Zha, Qingming Huang.

IEEE Trans. Multim., 2025

Efficient Prompt-based Multimodal Interaction for Audio-Visual Event Localization

Longzhuo Huang, Liang Li, Xueyang Fu, Zhengjun Zha.

ICMR, 2025

Efficient Test-time Adaptive Object Detection via Sensitivity-Guided Pruning

Kunyu Wang, Xueyang Fu, Xin Lu, Chengjie Ge, Chengzhi Cao, Wei Zhai, Zheng-Jun Zha.

CVPR, 2025

Event-Based Video Reconstruction With Deep Spatial-Frequency Unfolding Network

Chengjie Ge, Xueyang Fu, Kunyu Wang, Zheng-Jun Zha.

IEEE Trans. Image Process., 2025

Event-Conditioned Dual-Modal Fusion for Motion Deblurring

Kean Liu, Mingchen Zhong, Senyan Xu, Zhijing Sun, Jiaying Zhu, Chengjie Ge, Xingbo Wang, Xin Lu, Xueyang Fu, Zheng-Jun Zha.

CVPR Workshops, 2025

Event-Driven Video Restoration With Spiking-Convolutional Architecture

Chengzhi Cao, Xueyang Fu, Yurui Zhu, Zhijing Sun, Zheng-Jun Zha.

IEEE Trans. Neural Networks Learn. Syst., 2025

EventMamba: Enhancing Spatio-Temporal Locality with State Space Models for Event-Based Video Reconstruction

Chengjie Ge, Xueyang Fu, Peng He, Kunyu Wang, Chengzhi Cao, Zheng-Jun Zha.

AAAI, 2025

Exploring Local Sparse Structure Prior for Image Deraining and Desnowing

Xin Guo, Xueyang Fu, Zheng-Jun Zha.

IEEE Signal Process. Lett., 2025

FourierMamba: Fourier Learning Integration with State Space Models for Image Deraining

Dong Li, Yidi Liu, Xueyang Fu, Jie Huang, Senyan Xu, Qi Zhu, Zheng-Jun Zha.

ICML, 2025

Frequency-Prior Enhanced Ambient Lighting Normalization via Visual Perceptual Refinement

Yuanfei Bao, Xin Lu, Xingbo Wang, Jiarong Yang, Anya Hu, Kunyu Wang, Jie Xiao, Dong Li, Xueyang Fu, Zheng-Jun Zha.

CVPR Workshops, 2025

GREAT: Geometry-Intention Collaborative Inference for Open-Vocabulary 3D Object Affordance Grounding

Yawen Shao, Wei Zhai, Yuhang Yang, Hongchen Luo, Yang Cao, Zheng-Jun Zha.

CVPR, 2025

Geometry-Aware Enhancement and Data Augmentation for Street-to-Satellite Geo-localization

Xingbo Wang, Yongchao Xu, Yuanfei Bao, Xueyang Fu, Zheng-Jun Zha.

UAVM, 2025

HOIMamba: Efficient Mamba-based Disentangled Progressive Learning for HOI Detection

Yongchao Xu, Jiawei Liu, Sen Tao, Qiang Zhang, Zheng-Jun Zha.

AAAI, 2025

Hierarchical Knowledge Prompt Tuning for Multi-task Test-Time Adaptation

Qiang Zhang, Mengsheng Zhao, Jiawei Liu, Fanrui Zhang, Yongchao Xu, Zheng-Jun Zha.

CVPR, 2025

I2VControl-Camera: Precise Video Camera Control with Adjustable Motion Strength

Wanquan Feng, Jiawei Liu, Pengqi Tu, Tianhao Qi, Mingzhen Sun, Tianxiang Ma, Songtao Zhao, SiYu Zhou, Qian He.

ICLR, 2025

Improved Video VAE for Latent Video Diffusion Model

Pingyu Wu, Kai Zhu, Yu Liu, Liming Zhao, Wei Zhai, Yang Cao, Zheng-Jun Zha.

CVPR, 2025

Learnable Frequency Decomposition for Image Forgery Detection and Localization

Dong Li, Jiaying Zhu, Yidi Liu, Xin Lu, Xueyang Fu, Jiawei Liu, Aiping Liu, Zheng-Jun Zha.

IJCAI, 2025

MMAR: Towards Lossless Multi-Modal Auto-Regressive Probabilistic Modeling

Jian Yang, Dacheng Yin, Yizhou Zhou, Fengyun Rao, Wei Zhai, Yang Cao, Zheng-Jun Zha.

CVPR, 2025

Mask^2DiT: Dual Mask-based Diffusion Transformer for Multi-Scene Long Video Generation

Tianhao Qi, Jianlong Yuan, Wanquan Feng, Shancheng Fang, Jiawei Liu, SiYu Zhou, Qian He, Hongtao Xie, Yongdong Zhang.

CVPR, 2025

Motion-adaptive Transformer for Event-based Image Deblurring

Senyan Xu, Zhijing Sun, Mingchen Zhong, Chengzhi Cao, Yidi Liu, Xueyang Fu, Yan Chen.

AAAI, 2025

Multi-granularity and Multi-modal Prompt Learning for Person Re-Identification

Hao Tong, Jiawei Liu, Yong Wu, Guozhi Zhao, Fanrui Zhang, Zheng-Jun Zha.

CVM (3), 2025

Noise-Resistance Learning via Multi-Granularity Consistency for Unsupervised Domain Adaptive Person Re-Identification

Yangchun Zhu, Yufei Zheng, Jiawei Liu, Yao Li, Zhengjun Zha.

ACM Trans. Multim. Comput. Commun. Appl., 2025

Optimizing Large Language Model Training Using FP4 Quantization

Ruizhe Wang, Yeyun Gong, Xiao Liu, Guoshuai Zhao, Ziyue Yang, Baining Guo, Zheng-Jun Zha, Peng Cheng.

ICML, 2025

PanComplex: Leveraging Complex-Valued Neural Networks for Enhanced Pansharpening

Chunhui Luo, Dong Li, Xiaoliang Ma, Xin Lu, Zhiyuan Wang, Jiangtong Tan, Xueyang Fu.

IJCAI, 2025

QMambaBSR: Burst Image Super-Resolution with Query State Space Model

Xin Di, Long Peng, Peizhe Xia, Wenbo Li, Renjing Pei, Yang Cao, Yang Wang, Zheng-Jun Zha.

CVPR, 2025

SCott: Accelerating Diffusion Models with Stochastic Consistency Distillation

Hongjian Liu, Qingsong Xie, Tianxiang Ye, Zhijie Deng, Chen Chen, Shixiang Tang, Xueyang Fu, Haonan Lu, Zheng-Jun Zha.

AAAI, 2025

SafeCFG: Controlling Harmful Features with Dynamic Safe Guidance for Safe Generation

Jiadong Pan, Liang Li, Hongcheng Gao, Zheng-Jun Zha, Qingming Huang, Jiebo Luo.

ACM Multimedia, 2025

Tackling Event-Based Lip-Reading by Exploring Multigrained Spatiotemporal Clues

Ganchao Tan, Zengyu Wan, Yang Wang, Yang Cao, Zheng-Jun Zha.

IEEE Trans. Neural Networks Learn. Syst., 2025

Toward Effective and Transferable Detection for Multi-Modal Fake News in the Social Media Stream

Jingyi Xie, Jiawei Liu, Zhengjun Zha.

IEEE Trans. Knowl. Data Eng., 2025

Towards Realistic Data Generation for Real-World Super-Resolution

Long Peng, Wenbo Li, Renjing Pei, Jingjing Ren, Jiaqi Xu, Yang Wang, Yang Cao, Zheng-Jun Zha.

ICLR, 2025

UHD-processer: Unified UHD Image Restoration with Progressive Frequency Learning and Degradation-aware Prompts

Yidi Liu, Dong Li, Xueyang Fu, Xin Lu, Jie Huang, Zheng-Jun Zha.

CVPR, 2025

WeGen: A Unified Model for Interactive Multimodal Generation as We Chat

Zhipeng Huang, Shaobin Zhuang, Canmiao Fu, Binxin Yang, Ying Zhang, Chong Sun, Zhizheng Zhang, Yali Wang, Chen Li, Zheng-Jun Zha.

CVPR, 2025

A Closer Look at the Reflection Formulation in Single Image Reflection Removal

Zhikai Chen, Fuchen Long, Zhaofan Qiu, Juyong Zhang, Zheng-Jun Zha, Ting Yao, Jiebo Luo.

IEEE Trans. Image Process., 2024

Adaptive Texture and Spectrum Clue Mining for Generalizable Face Forgery Detection

Jiawei Liu, Jingyi Xie, Yang Wang, Zheng-Jun Zha.

IEEE Trans. Inf. Forensics Secur., 2024

Background Activation Suppression for Weakly Supervised Object Localization and Semantic Segmentation

Wei Zhai, Pingyu Wu, Kai Zhu, Yang Cao, Feng Wu, Zheng-Jun Zha.

Int. J. Comput. Vis., 2024

CCM: Real-Time Controllable Visual Content Creation Using Text-to-Image Consistency Models

Jie Xiao, Kai Zhu, Han Zhang, Zhiheng Liu, Yujun Shen, Zhantao Yang, Ruili Feng, Yu Liu, Xueyang Fu, Zheng-Jun Zha.

ICML, 2024

CLaM: An Open-Source Library for Performance Evaluation of Text-driven Human Motion Generation

Xiaodong Chen, Kunlang He, Wu Liu, Xinchen Liu, Zheng-Jun Zha, Tao Mei.

ACM Multimedia, 2024

Context-Aware Proposal-Boundary Network With Structural Consistency for Audiovisual Event Localization

Hao Wang, Zheng-Jun Zha, Liang Li, Xuejin Chen, Jiebo Luo.

IEEE Trans. Neural Networks Learn. Syst., 2024

Context-aware Difference Distilling for Multi-change Captioning

Yunbin Tu, Liang Li, Li Su, Zheng-Jun Zha, Chenggang Yan, Qingming Huang.

ACL (1), 2024

Cross-Modal Semantic Alignment Learning for Text-Based Person Search

Wenjun Gan, Jiawei Liu, Yangchun Zhu, Yong Wu, Guozhi Zhao, Zheng-Jun Zha.

MMM (1), 2024

DDOD: Dive Deeper into the Disentanglement of Object Detector

Zehui Chen, Chenhongyi Yang, Jiahao Chang, Feng Zhao, Zheng-Jun Zha, Feng Wu.

IEEE Trans. Multim., 2024

DEADiff: An Efficient Stylization Diffusion Model with Disentangled Representations

Tianhao Qi, Shancheng Fang, Yanze Wu, Hongtao Xie, Jiawei Liu, Lang Chen, Qian He, Yongdong Zhang.

CVPR, 2024

DemosaicFormer: Coarse-to-Fine Demosaicing Network for HybridEVS Camera

Senyan Xu, Zhijing Sun, Jiaying Zhu, Yurui Zhu, Xueyang Fu, Zheng-Jun Zha.

CVPR Workshops, 2024

Downstream-Pretext Domain Knowledge Traceback for Active Learning

Beichen Zhang, Liang Li, Zheng-Jun Zha, Jiebo Luo, Qingming Huang.

IEEE Trans. Multim., 2024

DreamClean: Restoring Clean Image Using Deep Diffusion Prior

Jie Xiao, Ruili Feng, Han Zhang, Zhiheng Liu, Zhantao Yang, Yurui Zhu, Xueyang Fu, Kai Zhu, Yu Liu, Zheng-Jun Zha.

ICLR, 2024

ESCNet: Entity-enhanced and Stance Checking Network for Multi-modal Fact-Checking

Fanrui Zhang, Jiawei Liu, Jingyi Xie, Qiang Zhang, Yongchao Xu, Zheng-Jun Zha.

WWW, 2024

EgoChoir: Capturing 3D Human-Object Interaction Regions from Egocentric Views

Yuhang Yang, Wei Zhai, Chengfeng Wang, Chengjun Yu, Yang Cao, Zheng-Jun Zha.

NeurIPS, 2024

Event-Adapted Video Super-Resolution

Zeyu Xiao, Dachun Kai, Yueyi Zhang, Zheng-Jun Zha, Xiaoyan Sun, Zhiwei Xiong.

ECCV (42), 2024

Event-Based Optical Flow via Transforming Into Motion-Dependent View

Zengyu Wan, Ganchao Tan, Yang Wang, Wei Zhai, Yang Cao, Zheng-Jun Zha.

IEEE Trans. Image Process., 2024

Event-Driven Heterogeneous Network for Video Deraining

Xueyang Fu, Chengzhi Cao, Senyan Xu, Fanrui Zhang, Kunyu Wang, Zheng-Jun Zha.

Int. J. Comput. Vis., 2024

Exert Diversity and Mitigate Bias: Domain Generalizable Person Re-identification with a Comprehensive Benchmark

Bingyu Hu, Jiawei Liu, Yufei Zheng, Kecheng Zheng, Zheng-Jun Zha.

Int. J. Comput. Vis., 2024

Extraordinarily Time- and Memory-Efficient Large-Scale Canonical Correlation Analysis in Fourier Domain: From Shallow to Deep

Xiang-Jun Shen, Zhaorui Xu, Liangjun Wang, Zechao Li, Guangcan Liu, Jianping Fan, Zhengjun Zha.

IEEE Trans. Neural Networks Learn. Syst., 2024

FC3DNET: A Fully Connected Encoder-Decoder for Efficient Demoiréing

Zhibo Du, Long Peng, Yang Wang, Yang Cao, Zheng-Jun Zha.

ICIP, 2024

Graph Representation Learning for Large-Scale Neuronal Morphological Analysis

Jie Zhao, Xuejin Chen, Zhiwei Xiong, Zheng-Jun Zha, Feng Wu.

IEEE Trans. Neural Networks Learn. Syst., 2024

HirFormer: Dynamic High Resolution Transformer for Large-Scale Image Shadow Removal

Xin Lu, Yurui Zhu, Xi Wang, Dong Li, Jie Xiao, Yunpeng Zhang, Xueyang Fu, Zheng-Jun Zha.

CVPR Workshops, 2024

HomoFormer: Homogenized Transformer for Image Shadow Removal

Jie Xiao, Xueyang Fu, Yurui Zhu, Dong Li, Jie Huang, Kai Zhu, Zheng-Jun Zha.

CVPR, 2024

Hue Guidance Network for Single Image Reflection Removal

Yurui Zhu, Xueyang Fu, Zheyu Zhang, Aiping Liu, Zhiwei Xiong, Zheng-Jun Zha.

IEEE Trans. Neural Networks Learn. Syst., 2024

Inductive State-Relabeling Adversarial Active Learning With Heuristic Clique Rescaling

Beichen Zhang, Liang Li, Shuhui Wang, Shaofei Cai, Zheng-Jun Zha, Qi Tian, Qingming Huang.

IEEE Trans. Pattern Anal. Mach. Intell., 2024

Joint Visual-Textual Reasoning and Visible-Infrared Modality Alignment for Person Re-Identification

Na Jiang, Yuxuan Qiu, Wei Song, Jiawei Liu, Zhiping Shi, Liyang Wang.

ICME, 2024

LEMON: Learning 3D Human-Object Interaction Relation from 2D Images

Yuhang Yang, Wei Zhai, Hongchen Luo, Yang Cao, Zheng-Jun Zha.

CVPR, 2024

Learning Discriminative Noise Guidance for Image Forgery Detection and Localization

Jiaying Zhu, Dong Li, Xueyang Fu, Gang Yang, Jie Huang, Aiping Liu, Zheng-Jun Zha.

AAAI, 2024

LoTLIP: Improving Language-Image Pre-training for Long Text Understanding

Wei Wu, Kecheng Zheng, Shuailei Ma, Fan Lu, Yuxin Guo, Yifei Zhang, Wei Chen, Qingpei Guo, Yujun Shen, Zheng-Jun Zha.

NeurIPS, 2024

MGAW: An Effective Method for Geo-localization in Adverse Weather

Xingbo Wang, Yongchao Xu, Xueyang Fu, Zheng-Jun Zha.

UAVM, 2024

MLP Embedded Inverse Tone Mapping

Panjun Liu, Jiacheng Li, Lizhi Wang, Zheng-Jun Zha, Zhiwei Xiong.

ACM Multimedia, 2024

MambaPupil: Bidirectional Selective Recurrent model for Event-based Eye tracking

Zhong Wang, Zengyu Wan, Han Han, Bohao Liao, Yuliang Wu, Wei Zhai, Yang Cao, Zheng-Jun Zha.

CVPR Workshops, 2024

Motion Aware Event Representation-Driven Image Deblurring

Zhijing Sun, Xueyang Fu, Longzhuo Huang, Aiping Liu, Zheng-Jun Zha.

ECCV (46), 2024

Natural Language-centered Inference Network for Multi-modal Fake News Detection

Qiang Zhang, Jiawei Liu, Fanrui Zhang, Jingyi Xie, Zheng-Jun Zha.

IJCAI, 2024

Neuromorphic Event Signal-Driven Network for Video De-raining

Chengjie Ge, Xueyang Fu, Peng He, Kunyu Wang, Chengzhi Cao, Zheng-Jun Zha.

AAAI, 2024

Noise-Assisted Prompt Learning for Image Forgery Detection and Localization

Dong Li, Jiaying Zhu, Xueyang Fu, Xun Guo, Yidi Liu, Gang Yang, Jiawei Liu, Zheng-Jun Zha.

ECCV (11), 2024

On Exploring Multiplicity of Primitives and Attributes for Texture Recognition in the Wild

Wei Zhai, Yang Cao, Jing Zhang, Haiyong Xie, Dacheng Tao, Zheng-Jun Zha.

IEEE Trans. Pattern Anal. Mach. Intell., 2024

Prompt-Enhanced Multiple Instance Learning for Weakly Supervised Video Anomaly Detection

Junxi Chen, Liang Li, Li Su, Zheng-Jun Zha, Qingming Huang.

CVPR, 2024

Prototype-Augmented Self-Supervised Generative Network for Generalized Zero-Shot Learning

Jiamin Wu, Tianzhu Zhang, Zheng-Jun Zha, Jiebo Luo, Yongdong Zhang, Feng Wu.

IEEE Trans. Image Process., 2024

Revisiting Single Image Reflection Removal in the Wild

Yurui Zhu, Xueyang Fu, Peng-Tao Jiang, Hao Zhang, Qibin Sun, Jinwei Chen, Zheng-Jun Zha, Bo Li.

CVPR, 2024

SDCNet: Spatially-Adaptive Deformable Convolution Networks for HR NonHomogeneous Dehazing

Yidi Liu, Xingbo Wang, Yurui Zhu, Xueyang Fu, Zheng-Jun Zha.

CVPR Workshops, 2024

SMART: Syntax-Calibrated Multi-Aspect Relation Transformer for Change Captioning

Yunbin Tu, Liang Li, Li Su, Zheng-Jun Zha, Qingming Huang.

IEEE Trans. Pattern Anal. Mach. Intell., 2024

Shadow Removal via Global Residual Free Unet and Shadow Generation

Dong Li, Xin Lu, Yurui Zhu, Xi Wang, Jie Xiao, Yunpeng Zhang, Xueyang Fu, Zheng-Jun Zha.

CVPR Workshops, 2024

Sounding Video Generator: A Unified Framework for Text-Guided Sounding Video Generation

Jiawei Liu, Weining Wang, Sihan Chen, Xinxin Zhu, Jing Liu.

IEEE Trans. Multim., 2024

TSA2: Temporal Segment Adaptation and Aggregation for Video Harmonization

Zeyu Xiao, Yurui Zhu, Xueyang Fu, Zhiwei Xiong.

WACV, 2024

Towards Generalized UAV Object Detection: A Novel Perspective from Frequency Domain Disentanglement

Kunyu Wang, Xueyang Fu, Chengjie Ge, Chengzhi Cao, Zheng-Jun Zha.

Int. J. Comput. Vis., 2024

UniDense: Unleashing Diffusion Models with Meta-Routers for Universal Few-Shot Dense Prediction

Lintao Dong, Wei Zhai, Zheng-Jun Zha.

ACM Multimedia, 2024

Unleashing Knowledge Potential of Source Hypothesis for Source-Free Domain Adaptation

Bingyu Hu, Jiawei Liu, Kecheng Zheng, Zheng-Jun Zha.

IEEE Trans. Multim., 2024

Vision-and-Language Navigation via Latent Semantic Alignment Learning

Siying Wu, Xueyang Fu, Feng Wu, Zheng-Jun Zha.

IEEE Trans. Multim., 2024

Accurate MRI Reconstruction via Multi-Domain Recurrent Networks

Jinbao Wei, Zhijie Wang, Kongqiao Wang, Li Guo, Xueyang Fu, Ji Liu, Xun Chen.

IJCAI, 2023

Adaptive Frequency Filters As Efficient Global Token Mixers

Zhipeng Huang, Zhizheng Zhang, Cuiling Lan, Zheng-Jun Zha, Yan Lu, Baining Guo.

ICCV, 2023

Alleviating Spatial Misalignment and Motion Interference for UAV-based Video Recognition

Gege Shi, Xueyang Fu, Chengzhi Cao, Zheng-Jun Zha.

ACM Multimedia, 2023

Category-Stitch Learning for Union Domain Generalization

Yajing Liu, Zhiwei Xiong, Ya Li, Yuning Lu, Xinmei Tian, Zheng-Jun Zha.

ACM Trans. Multim. Comput. Commun. Appl., 2023

Constructing Spatio-Temporal Graphs for Face Forgery Detection

Zhihua Shang, Hongtao Xie, Lingyun Yu, Zhengjun Zha, Yongdong Zhang.

ACM Trans. Web, 2023

Continual Image Deraining With Hypergraph Convolutional Networks

Xueyang Fu, Jie Xiao, Yurui Zhu, Aiping Liu, Feng Wu, Zheng-Jun Zha.

IEEE Trans. Pattern Anal. Mach. Intell., 2023

Decoupling-and-Aggregating for Image Exposure Correction

Yang Wang, Long Peng, Liang Li, Yang Cao, Zheng-Jun Zha.

CVPR, 2023

Deep Texton-Coherence Network for Camouflaged Object Detection

Wei Zhai, Yang Cao, Haiyong Xie, Zheng-Jun Zha.

IEEE Trans. Multim., 2023

Domain Generalization Via Encoding and Resampling in a Unified Latent Space

Yajing Liu, Zhiwei Xiong, Ya Li, Xinmei Tian, Zheng-Jun Zha.

IEEE Trans. Multim., 2023

DreamWaltz: Make a Scene with Complex 3D Animatable Avatars

Yukun Huang, Jianan Wang, Ailing Zeng, He Cao, Xianbiao Qi, Yukai Shi, Zheng-Jun Zha, Lei Zhang.

NeurIPS, 2023

ECENet: Explainable and Context-Enhanced Network for Muti-modal Fact verification

Fanrui Zhang, Jiawei Liu, Qiang Zhang, Esther Sun, Jingyi Xie, Zheng-Jun Zha.

ACM Multimedia, 2023

ED-T2V: An Efficient Training Framework for Diffusion-based Text-to-Video Generation

Jiawei Liu, Weining Wang, Wei Liu, Qian He, Jing Liu.

IJCNN, 2023

Edge-aware Regional Message Passing Controller for Image Forgery Localization

Dong Li, Jiaying Zhu, Menglu Wang, Jiawei Liu, Xueyang Fu, Zheng-Jun Zha.

CVPR, 2023

Enhanced Deep Blind Hyperspectral Image Fusion

Wu Wang, Xueyang Fu, Weihong Zeng, Liyan Sun, Ronghui Zhan, Yue Huang, Xinghao Ding.

IEEE Trans. Neural Networks Learn. Syst., 2023

Entity-Enhanced Adaptive Reconstruction Network for Weakly Supervised Referring Expression Grounding

Xuejing Liu, Liang Li, Shuhui Wang, Zheng-Jun Zha, Zechao Li, Qi Tian, Qingming Huang.

IEEE Trans. Pattern Anal. Mach. Intell., 2023

Event-Guided Person Re-Identification via Sparse-Dense Complementary Learning

Chengzhi Cao, Xueyang Fu, Hongjian Liu, Yukun Huang, Kunyu Wang, Jiebo Luo, Zheng-Jun Zha.

CVPR, 2023

Exploring Tuning Characteristics of Ventral Stream's Neurons for Few-Shot Image Classification

Lintao Dong, Wei Zhai, Zheng-Jun Zha.

AAAI, 2023

Fusion-Based Low-Light Image Enhancement

Haodian Wang, Yang Wang, Yang Cao, Zheng-Jun Zha.

MMM (1), 2023

Generalized UAV Object Detection via Frequency Domain Disentanglement

Kunyu Wang, Xueyang Fu, Yukun Huang, Chengzhi Cao, Gege Shi, Zheng-Jun Zha.

CVPR, 2023

Grounding 3D Object Affordance from 2D Interactions in Images

Yuhang Yang, Wei Zhai, Hongchen Luo, Yang Cao, Jiebo Luo, Zheng-Jun Zha.

ICCV, 2023

Hierarchical Context Modeling Network for Landmark Recognition

Xing Bao, Huan Zheng, Zhao Zhang, Zhengjun Zha, Meng Wang.

ICDM, 2023

Hierarchical Semantic Enhancement Network for Multimodal Fake News Detection

Qiang Zhang, Jiawei Liu, Fanrui Zhang, Jingyi Xie, Zheng-Jun Zha.

ACM Multimedia, 2023

Image De-Raining Transformer

Jie Xiao, Xueyang Fu, Aiping Liu, Feng Wu, Zheng-Jun Zha.

IEEE Trans. Pattern Anal. Mach. Intell., 2023

Learning Cross-Representation Affinity Consistency for Sparsely Supervised Biomedical Instance Segmentation

Xiaoyu Liu, Wei Huang, Zhiwei Xiong, Shenglong Zhou, Yueyi Zhang, Xuejin Chen, Zheng-Jun Zha, Feng Wu.

ICCV, 2023

Learning Video-Text Aligned Representations for Video Captioning

Yaya Shi, Haiyang Xu, Chunfeng Yuan, Bing Li, Weiming Hu, Zheng-Jun Zha.

ACM Trans. Multim. Comput. Commun. Appl., 2023

Learning Weather-General and Weather-Specific Features for Image Restoration Under Multiple Adverse Weather Conditions

Yurui Zhu, Tianyu Wang, Xueyang Fu, Xuanyu Yang, Xin Guo, Jifeng Dai, Yu Qiao, Xiaowei Hu.

CVPR, 2023

Learning to Dub Movies via Hierarchical Prosody Models

Gaoxiang Cong, Liang Li, Yuankai Qi, Zheng-Jun Zha, Qi Wu, Wenyu Wang, Bin Jiang, Ming-Hsuan Yang, Qingming Huang.

CVPR, 2023

Location-Free Camouflage Generation Network

Yangyang Li, Wei Zhai, Yang Cao, Zheng-Jun Zha.

IEEE Trans. Multim., 2023

Low-Light Stereo Image Enhancement

Jie Huang, Xueyang Fu, Zeyu Xiao, Feng Zhao, Zhiwei Xiong.

IEEE Trans. Multim., 2023

MGDUN: An interpretable network for multi-contrast MRI image super-resolution reconstruction

Gang Yang, Li Zhang, Aiping Liu, Xueyang Fu, Xun Chen, Rujing Wang.

Comput. Biol. Medicine, 2023

MaTCR: Modality-Aligned Thought Chain Reasoning for Multimodal Task-Oriented Dialogue Generation

Yiting Liu, Liang Li, Beichen Zhang, Shan Huang, Zheng-Jun Zha, Qingming Huang.

ACM Multimedia, 2023

Neural Dependencies Emerging from Learning Massive Categories

Ruili Feng, Kecheng Zheng, Kai Zhu, Yujun Shen, Jian Zhao, Yukun Huang, Deli Zhao, Jingren Zhou, Michael I. Jordan, Zheng-Jun Zha.

CVPR, 2023

PAN-Guided Band-Aware Multi-Spectral Feature Enhancement for Pan-Sharpening

Man Zhou, Keyu Yan, Xueyang Fu, Aiping Liu, Chengjun Xie.

IEEE Trans. Computational Imaging, 2023

Random Shuffle Transformer for Image Restoration

Jie Xiao, Xueyang Fu, Man Zhou, Hongjian Liu, Zheng-Jun Zha.

ICML, 2023

Regularized Mask Tuning: Uncovering Hidden Knowledge in Pre-trained Vision-Language Models

Kecheng Zheng, Wei Wu, Ruili Feng, Kai Zhu, Jiawei Liu, Deli Zhao, Zheng-Jun Zha, Wei Chen, Yujun Shen.

ICCV, 2023

Self-Organizing Pathway Expansion for Non-Exemplar Class-Incremental Learning

Kai Zhu, Kecheng Zheng, Ruili Feng, Deli Zhao, Yang Cao, Zheng-Jun Zha.

ICCV, 2023

Self-supervised Cross-view Representation Reconstruction for Change Captioning

Yunbin Tu, Liang Li, Li Su, Zheng-Jun Zha, Chenggang Yan, Qingming Huang.

ICCV, 2023

Semantic and Relation Modulation for Audio-Visual Event Localization

Hao Wang, Zheng-Jun Zha, Liang Li, Xuejin Chen, Jiebo Luo.

IEEE Trans. Pattern Anal. Mach. Intell., 2023

Spatial-Aware Token for Weakly Supervised Object Localization

Pingyu Wu, Wei Zhai, Yang Cao, Jiebo Luo, Zheng-Jun Zha.

ICCV, 2023

Streaming Video Model

Yucheng Zhao, Chong Luo, Chuanxin Tang, Dongdong Chen, Noel Codella, Zheng-Jun Zha.

CVPR, 2023

Synergy between Semantic Segmentation and Image Denoising via Alternate Boosting

Shunxin Xu, Ke Sun, Dong Liu, Zhiwei Xiong, Zheng-Jun Zha.

ACM Trans. Multim. Comput. Commun. Appl., 2023

Team Zhang at Factify 2: Unimodal Feature-enhanced and Cross-modal Correlation learning for Multi-Modal Fact Verification

Fanrui Zhang, Qiang Zhang, Jiawei Liu, Esther Sun.

DE-FACTIFY@AAAI, 2023

Text-Driven Generative Domain Adaptation with Spectral Consistency Regularization

Zhenhuan Liu, Liang Li, Jiayu Xiao, Zheng-Jun Zha, Qingming Huang.

ICCV, 2023

Unsupervised Underexposed Image Enhancement via Self-Illuminated and Perceptual Guidance

Naishan Zheng, Jie Huang, Feng Zhao, Xueyang Fu, Feng Wu.

IEEE Trans. Multim., 2023

WL-MSR: Watch and Listen for Multimodal Subtitle Recognition

Jiawei Liu, Hao Wang, Weining Wang, Xingjian He, Jing Liu.

ICASSP, 2023

A Joint Constrained CCA Model for Network-Dependent Brain Subregion Parcellation

Qinrui Ling, Aiping Liu, Yu Li, Xueyang Fu, Xun Chen, Martin J. McKeown, Feng Wu.

IEEE J. Biomed. Health Informatics, 2022

A Model-Driven Deep Unfolding Method for JPEG Artifacts Removal

Xueyang Fu, Menglu Wang, Xiangyong Cao, Xinghao Ding, Zheng-Jun Zha.

IEEE Trans. Neural Networks Learn. Syst., 2022

A Unified Deep Learning Framework for ssTEM Image Restoration

Shiyu Deng, Wei Huang, Chang Chen, Xueyang Fu, Zhiwei Xiong.

IEEE Trans. Medical Imaging, 2022

AS-Net: Class-Aware Assistance and Suppression Network for Few-Shot Learning

Ruijing Zhao, Kai Zhu, Yang Cao, Zheng-Jun Zha.

MMM (2), 2022

Atlas-guided parcellation: Individualized functionally-homogenous parcellation in cerebral cortex

Yu Li, Aiping Liu, Xueyang Fu, Martin J. McKeown, Z. Jane Wang, Xun Chen.

Comput. Biol. Medicine, 2022

Automatic Relation-aware Graph Network Proliferation

Shaofei Cai, Liang Li, Xinzhe Han, Jiebo Luo, Zheng-Jun Zha, Qingming Huang.

CVPR, 2022

Bijective Mapping Network for Shadow Removal

Yurui Zhu, Jie Huang, Xueyang Fu, Feng Zhao, Qibin Sun, Zheng-Jun Zha.

CVPR, 2022

Boundary-Aware Arbitrary-Shaped Scene Text Detector With Learnable Embedding Network

Mengting Xing, Hongtao Xie, Qingfeng Tan, Shancheng Fang, Yuxin Wang, Zhengjun Zha, Yongdong Zhang.

IEEE Trans. Multim., 2022

Context-Aware Visual Policy Network for Fine-Grained Image Captioning

Zheng-Jun Zha, Daqing Liu, Hanwang Zhang, Yongdong Zhang, Feng Wu.

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Cross-modal Semantic Alignment Pre-training for Vision-and-Language Navigation

Siying Wu, Xueyang Fu, Feng Wu, Zheng-Jun Zha.

ACM Multimedia, 2022

Debiased Batch Normalization via Gaussian Process for Generalizable Person Re-identification

Jiawei Liu, Zhipeng Huang, Liang Li, Kecheng Zheng, Zheng-Jun Zha.

AAAI, 2022

Deep Spatial-Spectral Global Reasoning Network for Hyperspectral Image Denoising

Xiangyong Cao, Xueyang Fu, Chen Xu, Deyu Meng.

IEEE Trans. Geosci. Remote. Sens., 2022

Degradation-agnostic Correspondence from Resolution-asymmetric Stereo

Xihao Chen, Zhiwei Xiong, Zhen Cheng, Jiayong Peng, Yueyi Zhang, Zheng-Jun Zha.

CVPR, 2022

Dreaming to Prune Image Deraining Networks

Weiqi Zou, Yang Wang, Xueyang Fu, Yang Cao.

CVPR, 2022

E-Commerce Storytelling Recommendation Using Attentional Domain-Transfer Network and Adversarial Pre-Training

Xusong Chen, Chenyi Lei, Dong Liu, Guoxin Wang, Haihong Tang, Zheng-Jun Zha, Houqiang Li.

IEEE Trans. Multim., 2022

EMScore: Evaluating Video Captioning via Coarse-Grained and Fine-Grained Embedding Matching

Yaya Shi, Xu Yang, Haiyang Xu, Chunfeng Yuan, Bing Li, Weiming Hu, Zheng-Jun Zha.

CVPR, 2022

Effective Pan-Sharpening With Transformer and Invertible Neural Network

Man Zhou, Xueyang Fu, Jie Huang, Feng Zhao, Aiping Liu, Rujing Wang.

IEEE Trans. Geosci. Remote. Sens., 2022

Effective Pan-Sharpening by Multiscale Invertible Neural Network and Heterogeneous Task Distilling

Man Zhou, Jie Huang, Xueyang Fu, Feng Zhao, Danfeng Hong.

IEEE Trans. Geosci. Remote. Sens., 2022

Efficient Model-Driven Network for Shadow Removal

Yurui Zhu, Zeyu Xiao, Yanchi Fang, Xueyang Fu, Zhiwei Xiong, Zheng-Jun Zha.

AAAI, 2022

Enhanced Coarse-to-Fine Network for Image Restoration from Under-Display Cameras

Yurui Zhu, Xi Wang, Xueyang Fu, Xiaowei Hu.

ECCV Workshops (5), 2022

Enhancement by Your Aesthetic: An Intelligible Unsupervised Personalized Enhancer for Low-Light Images

Naishan Zheng, Jie Huang, Qi Zhu, Man Zhou, Feng Zhao, Zheng-Jun Zha.

ACM Multimedia, 2022

Evaluating Effects of Background Stories on Graph Perception

Ying Zhao, Jingcheng Shi, Jiawei Liu, Jian Zhao, Fangfang Zhou, Wenzhi Zhang, Kangyi Chen, Xin Zhao, Chunyao Zhu, Wei Chen.

IEEE Trans. Vis. Comput. Graph., 2022

Event-driven Video Deblurring via Spatio-Temporal Relation-Aware Network

Chengzhi Cao, Xueyang Fu, Yurui Zhu, Gege Shi, Zheng-Jun Zha.

IJCAI, 2022

Exploring Figure-Ground Assignment Mechanism in Perceptual Organization

Wei Zhai, Yang Cao, Jing Zhang, Zheng-Jun Zha.

NeurIPS, 2022

Exploring Fourier Prior for Single Image Rain Removal

Xin Guo, Xueyang Fu, Man Zhou, Zhen Huang, Jialun Peng, Zheng-Jun Zha.

IJCAI, 2022

Exposure Normalization and Compensation for Multiple-Exposure Correction

Jie Huang, Yajing Liu, Xueyang Fu, Man Zhou, Yang Wang, Feng Zhao, Zhiwei Xiong.

CVPR, 2022

Few Shot Generative Model Adaption via Relaxed Spatial Structural Alignment

Jiayu Xiao, Liang Li, Chaofei Wang, Zheng-Jun Zha, Qingming Huang.

CVPR, 2022

I2Transformer: Intra- and Inter-Relation Embedding Transformer for TV Show Captioning

Yunbin Tu, Liang Li, Li Su, Shengxiang Gao, Chenggang Yan, Zheng-Jun Zha, Zhengtao Yu, Qingming Huang.

IEEE Trans. Image Process., 2022

JPEG Artifacts Removal via Contrastive Representation Learning

Xi Wang, Xueyang Fu, Yurui Zhu, Zheng-Jun Zha.

ECCV (17), 2022

JPEG Compression-aware Image Forgery Localization

Menglu Wang, Xueyang Fu, Jiawei Liu, Zheng-Jun Zha.

ACM Multimedia, 2022

Learning Degradation-Invariant Representation for Robust Real-World Person Re-Identification

Yukun Huang, Xueyang Fu, Liang Li, Zheng-Jun Zha.

Int. J. Comput. Vis., 2022

Learning Dual Convolutional Dictionaries for Image De-raining

Chengjie Ge, Xueyang Fu, Zheng-Jun Zha.

ACM Multimedia, 2022

Learning to Model Pixel-Embedded Affinity for Homogeneous Instance Segmentation

Wei Huang, Shiyu Deng, Chang Chen, Xueyang Fu, Zhiwei Xiong.

AAAI, 2022

Lifelong Unsupervised Domain Adaptive Person Re-identification with Coordinated Anti-forgetting and Adaptation

Zhipeng Huang, Zhizheng Zhang, Cuiling Lan, Wenjun Zeng, Peng Chu, Quanzeng You, Jiang Wang, Zicheng Liu, Zheng-Jun Zha.

CVPR, 2022

Lightweight Wavelet-Based Network for JPEG Artifacts Removal

Yuejin Sun, Yang Wang, Yang Cao, Zheng-Jun Zha.

MMM (2), 2022

Long Short-Term Relation Transformer With Global Gating for Video Captioning

Liang Li, Xingyu Gao, Jincan Deng, Yunbin Tu, Zheng-Jun Zha, Qingming Huang.

IEEE Trans. Image Process., 2022

Long-Range Feature Dependencies Capturing for Low-Resolution Image Classification

Sheng Kang, Yang Wang, Yang Cao, Zheng-Jun Zha.

MMM (2), 2022

Memory-augmented Deep Conditional Unfolding Network for Pansharpening

Gang Yang, Man Zhou, Keyu Yan, Aiping Liu, Xueyang Fu, Fan Wang.

CVPR, 2022

Modality-Adaptive Mixup and Invariant Decomposition for RGB-Infrared Person Re-identification

Zhipeng Huang, Jiawei Liu, Liang Li, Kecheng Zheng, Zheng-Jun Zha.

AAAI, 2022

Multi-grained Spatio-Temporal Features Perceived Network for Event-based Lip-Reading

Ganchao Tan, Yang Wang, Han Han, Yang Cao, Feng Wu, Zhengjun Zha.

CVPR, 2022

Mutual Information-driven Pan-sharpening

Man Zhou, Keyu Yan, Jie Huang, Zihe Yang, Xueyang Fu, Feng Zhao.

CVPR, 2022

Online Residual Quantization Via Streaming Data Correlation Preserving

Pandeng Li, Hongtao Xie, Shaobo Min, Zheng-Jun Zha, Yongdong Zhang.

IEEE Trans. Multim., 2022

Pan-Sharpening with Customized Transformer and Invertible Neural Network

Man Zhou, Jie Huang, Yanchi Fang, Xueyang Fu, Aiping Liu.

AAAI, 2022

PanCSC-Net: A Model-Driven Deep Unfolding Method for Pansharpening

Xiangyong Cao, Xueyang Fu, Danfeng Hong, Zongben Xu, Deyu Meng.

IEEE Trans. Geosci. Remote. Sens., 2022

Principled Knowledge Extrapolation with GANs

Ruili Feng, Jie Xiao, Kecheng Zheng, Deli Zhao, Jingren Zhou, Qibin Sun, Zheng-Jun Zha.

ICML, 2022

Progressive Pan-Sharpening via Cross-Scale Collaboration Networks

Zihe Yang, Xueyang Fu, Aiping Liu, Zheng-Jun Zha.

IEEE Geosci. Remote. Sens. Lett., 2022

ProgressiveMotionSeg: Mutually Reinforced Framework for Event-Based Motion Segmentation

Jinze Chen, Yang Wang, Yang Cao, Feng Wu, Zheng-Jun Zha.

AAAI, 2022

Rank Diminishing in Deep Neural Networks

Ruili Feng, Kecheng Zheng, Yukun Huang, Deli Zhao, Michael I. Jordan, Zheng-Jun Zha.

NeurIPS, 2022

S2N: Suppression-Strengthen Network for Event-Based Recognition Under Variant Illuminations

Zengyu Wan, Yang Wang, Ganchao Tan, Yang Cao, Zheng-Jun Zha.

ECCV (3), 2022

Self-Sustaining Representation Expansion for Non-Exemplar Class-Incremental Learning

Kai Zhu, Wei Zhai, Yang Cao, Jiebo Luo, Zhengjun Zha.

CVPR, 2022

Single Image Shadow Detection via Complementary Mechanism

Yurui Zhu, Xueyang Fu, Chengzhi Cao, Xi Wang, Qibin Sun, Zheng-Jun Zha.

ACM Multimedia, 2022

Spatial-Frequency Domain Information Integration for Pan-Sharpening

Man Zhou, Jie Huang, Keyu Yan, Hu Yu, Xueyang Fu, Aiping Liu, Xian Wei, Feng Zhao.

ECCV (18), 2022

Stochastic Window Transformer for Image Restoration

Jie Xiao, Xueyang Fu, Feng Wu, Zheng-Jun Zha.

NeurIPS, 2022

Structure injected weight normalization for training deep networks

Xu Yuan, Xiangjun Shen, Sumet Mehta, Teng Li, Shiming Ge, Zhengjun Zha.

Multim. Syst., 2022

Syntax-Guided Hierarchical Attention Network for Video Captioning

Jincan Deng, Liang Li, Beichen Zhang, Shuhui Wang, Zhengjun Zha, Qingming Huang.

IEEE Trans. Circuits Syst. Video Technol., 2022

Temporal Complementarity-Guided Reinforcement Learning for Image-to-Video Person Re-Identification

Wei Wu, Jiawei Liu, Kecheng Zheng, Qibin Sun, Zhengjun Zha.

CVPR, 2022

Twice Mixing: A rank learning based quality assessment approach for underwater image enhancement

Zhenqi Fu, Xueyang Fu, Yue Huang, Xinghao Ding.

Signal Process. Image Commun., 2022

Unsupervised Coherent Video Cartoonization with Perceptual Motion Consistency

Zhenhuan Liu, Liang Li, Huajie Jiang, Xin Jin, Dandan Tu, Shuhui Wang, Zheng-Jun Zha.

AAAI, 2022

Weakly Supervised High-Fidelity Clothing Model Generation

Ruili Feng, Cheng Ma, Chengji Shen, Xin Gao, Zhenjiang Liu, Xiaobo Li, Kairi Ou, Deli Zhao, Zheng-Jun Zha.

CVPR, 2022

A Decomposition-based Network for Non-uniform Illuminated Retinal Image Enhancement

Lujian Ye, Xueyang Fu, Aiping Liu, Zheng-Jun Zha.

ISMICT, 2021

A Mutually Attentive Co-Training Framework for Semi-Supervised Recognition

Shaobo Min, Xuejin Chen, Hongtao Xie, Zheng-Jun Zha, Yongdong Zhang.

IEEE Trans. Multim., 2021

A State-Dependent IVA Model for Muscle Artifacts Removal From EEG Recordings

Aiping Liu, Gongzheng Song, Soojin Lee, Xueyang Fu, Xun Chen.

IEEE Trans. Instrum. Meas., 2021

Adversarial Disentanglement and Correlation Network for Rgb-Infrared Person Re-Identification

Bingyu Hu, Jiawei Liu, Zhengjun Zha.

ICME, 2021

An Enhanced 3-D Discrete Wavelet Transform for Hyperspectral Image Classification

Xiangyong Cao, Jing Yao, Xueyang Fu, Haixia Bi, Danfeng Hong.

IEEE Geosci. Remote. Sens. Lett., 2021

Attack-Guided Perceptual Data Generation for Real-world Re-Identification

Yukun Huang, Xueyang Fu, Zheng-Jun Zha.

ICCV, 2021

Cluster and Scatter: A Multi-grained Active Semi-supervised Learning Framework for Scalable Person Re-identification

Bingyu Hu, Zheng-Jun Zha, Jiawei Liu, Xierong Zhu, Hongtao Xie.

ACM Multimedia, 2021

Cross-Domain Object Representation via Robust Low-Rank Correlation Analysis

Xiangjun Shen, Jinghui Zhou, Zhongchen Ma, Bing-Kun Bao, Zhengjun Zha.

ACM Trans. Multim. Comput. Commun. Appl., 2021

Cross-Patch Graph Convolutional Network for Image Denoising

Yao Li, Xueyang Fu, Zheng-Jun Zha.

ICCV, 2021

Deep Coattention-Based Comparator for Relative Representation Learning in Person Re-Identification

Lin Wu, Yang Wang, Junbin Gao, Meng Wang, Zheng-Jun Zha, Dacheng Tao.

IEEE Trans. Neural Networks Learn. Syst., 2021

Deep Multiscale Detail Networks for Multiband Spectral Image Sharpening

Xueyang Fu, Wu Wang, Yue Huang, Xinghao Ding, John W. Paisley.

IEEE Trans. Neural Networks Learn. Syst., 2021

Dense Residual Network: Enhancing global dense feature flow for character recognition

Zhao Zhang, Zemin Tang, Yang Wang, Zheng Zhang, Choujun Zhan, Zhengjun Zha, Meng Wang.

Neural Networks, 2021

Disentangle Your Dense Object Detector

Zehui Chen, Chenhongyi Yang, Qiaofei Li, Feng Zhao, Zheng-Jun Zha, Feng Wu.

ACM Multimedia, 2021

Domain-Oriented Semantic Embedding for Zero-Shot Learning

Shaobo Min, Hantao Yao, Hongtao Xie, Zheng-Jun Zha, Yongdong Zhang.

IEEE Trans. Multim., 2021

End-to-end Boundary Exploration for Weakly-supervised Semantic Segmentation

Jianjun Chen, Shancheng Fang, Hongtao Xie, Zheng-Jun Zha, Yue Hu, Jianlong Tan.

ACM Multimedia, 2021

Exploiting Sample Uncertainty for Domain Adaptive Person Re-Identification

Kecheng Zheng, Cuiling Lan, Wenjun Zeng, Zhizheng Zhang, Zheng-Jun Zha.

AAAI, 2021

Exploring Sequence Feature Alignment for Domain Adaptive Detection Transformers

Wen Wang, Yang Cao, Jing Zhang, Fengxiang He, Zheng-Jun Zha, Yonggang Wen, Dacheng Tao.

ACM Multimedia, 2021

Group-aware Label Transfer for Domain Adaptive Person Re-identification

Kecheng Zheng, Wu Liu, Lingxiao He, Tao Mei, Jiebo Luo, Zheng-Jun Zha.

CVPR, 2021

Human activity recognition by manifold regularization based dynamic graph convolutional networks

Weifeng Liu, Sichao Fu, Yicong Zhou, Zheng-Jun Zha, Liqiang Nie.

Neurocomputing, 2021

Image De-Raining via Continual Learning

Man Zhou, Jie Xiao, Yifan Chang, Xueyang Fu, Aiping Liu, Jinshan Pan, Zheng-Jun Zha.

CVPR, 2021

Improving De-raining Generalization via Neural Reorganization

Jie Xiao, Man Zhou, Xueyang Fu, Aiping Liu, Zheng-Jun Zha.

ICCV, 2021

Language-Conditioned Region Proposal and Retrieval Network for Referring Expression Comprehension

Yanwei Xie, Daqing Liu, Xuejin Chen, Zheng-Jun Zha.

MMPT@ICMR, 2021

Laplacian Pyramid Neural Network for Dense Continuous-Value Regression for Complex Scenes

Xuejin Chen, Xiaotian Chen, Yiteng Zhang, Xueyang Fu, Zheng-Jun Zha.

IEEE Trans. Neural Networks Learn. Syst., 2021

Learning Conditional Knowledge Distillation for Degraded-Reference Image Quality Assessment

Heliang Zheng, Huan Yang, Jianlong Fu, Zheng-Jun Zha, Jiebo Luo.

ICCV, 2021

Learning Dual Priors for JPEG Compression Artifacts Removal

Xueyang Fu, Xi Wang, Aiping Liu, Junwei Han, Zheng-Jun Zha.

ICCV, 2021

Learning and Fusing Multiple User Interest Representations for Micro-Video and Movie Recommendations

Xusong Chen, Dong Liu, Zhiwei Xiong, Zheng-Jun Zha.

IEEE Trans. Multim., 2021

Leveraging Deep Statistics for Underwater Image Enhancement

Yang Wang, Yang Cao, Jing Zhang, Feng Wu, Zheng-Jun Zha.

ACM Trans. Multim. Comput. Commun. Appl., 2021

Light Field Super-Resolution With Zero-Shot Learning

Zhen Cheng, Zhiwei Xiong, Chang Chen, Dong Liu, Zheng-Jun Zha.

CVPR, 2021

Local-binarized very deep residual network for visual categorization

Xuejing Liu, Liang Li, Shuhui Wang, Zheng-Jun Zha, Qingming Huang.

Neurocomputing, 2021

Low-Rank Subspaces in GANs

Jiapeng Zhu, Ruili Feng, Yujun Shen, Deli Zhao, Zheng-Jun Zha, Jingren Zhou, Qifeng Chen.

NeurIPS, 2021

MKEL: Multiple Kernel Ensemble Learning via Unified Ensemble Loss for Image Classification

Xiangjun Shen, Kou Lu, Sumet Mehta, Jianming Zhang, Weifeng Liu, Jianping Fan, Zhengjun Zha.

ACM Trans. Intell. Syst. Technol., 2021

MM21 Pre-training for Video Understanding Challenge: Video Captioning with Pretraining Techniques

Sihan Chen, Xinxin Zhu, Dongze Hao, Wei Liu, Jiawei Liu, Zijia Zhao, Longteng Guo, Jing Liu.

ACM Multimedia, 2021

Multifocal Attention-Based Cross-Scale Network for Image De-raining

Zheyu Zhang, Yurui Zhu, Xueyang Fu, Zhiwei Xiong, Zheng-Jun Zha, Feng Wu.

ACM Multimedia, 2021

One-Shot Texture Retrieval Using Global Grouping Metric

Kai Zhu, Yang Cao, Wei Zhai, Zheng-Jun Zha.

IEEE Trans. Multim., 2021

PRRNet: Pixel-Region relation network for face forgery detection

Zhihua Shang, Hongtao Xie, Zhengjun Zha, Lingyun Yu, Yan Li, Yongdong Zhang.

Pattern Recognit., 2021

Pose-Guided Feature Learning with Knowledge Distillation for Occluded Person Re-Identification

Kecheng Zheng, Cuiling Lan, Wenjun Zeng, Jiawei Liu, Zhizheng Zhang, Zheng-Jun Zha.

ACM Multimedia, 2021

R-Net: A Relationship Network for Efficient and Accurate Scene Text Detection

Yuxin Wang, Hongtao Xie, Zhengjun Zha, Youliang Tian, Zilong Fu, Yongdong Zhang.

IEEE Trans. Multim., 2021

Rain Streak Removal via Dual Graph Convolutional Network

Xueyang Fu, Qi Qi, Zheng-Jun Zha, Yurui Zhu, Xinghao Ding.

AAAI, 2021

Rethinking Graph Neural Architecture Search From Message-Passing

Shaofei Cai, Liang Li, Jincan Deng, Beichen Zhang, Zheng-Jun Zha, Li Su, Qingming Huang.

CVPR, 2021

SLiKER: Sparse loss induced kernel ensemble regression

Xiang-Jun Shen, Chenggong Ni, Liangjun Wang, Zheng-Jun Zha.

Pattern Recognit., 2021

Self-Promoted Prototype Refinement for Few-Shot Class-Incremental Learning

Kai Zhu, Yang Cao, Wei Zhai, Jie Cheng, Zheng-Jun Zha.

CVPR, 2021

Self-Supervised Visual Representations Learning by Contrastive Mask Prediction

Yucheng Zhao, Guangting Wang, Chong Luo, Wenjun Zeng, Zheng-Jun Zha.

ICCV, 2021

Space-Time Distillation for Video Super-Resolution

Zeyu Xiao, Xueyang Fu, Jie Huang, Zhen Cheng, Zhiwei Xiong.

CVPR, 2021

Spatial-Temporal Correlation and Topology Learning for Person Re-Identification in Videos

Jiawei Liu, Zheng-Jun Zha, Wei Wu, Kecheng Zheng, Qibin Sun.

CVPR, 2021

Structure-Guided Deep Video Inpainting

Chaoqun Wang, Xuejin Chen, Shaobo Min, Jiaping Wang, Zheng-Jun Zha.

IEEE Trans. Circuits Syst. Video Technol., 2021

Structured Multi-Level Interaction Network for Video Moment Localization via Language Query

Hao Wang, Zheng-Jun Zha, Liang Li, Dong Liu, Jiebo Luo.

CVPR, 2021

Successive Graph Convolutional Network for Image De-raining

Xueyang Fu, Qi Qi, Zheng-Jun Zha, Xinghao Ding, Feng Wu, John W. Paisley.

Int. J. Comput. Vis., 2021

TDI TextSpotter: Taking Data Imbalance into Account in Scene Text Spotting

Yu Zhou, Hongtao Xie, Shancheng Fang, Jing Wang, Zhengjun Zha, Yongdong Zhang.

ACM Multimedia, 2021

Training Spiking Neural Networks with Accumulated Spiking Flow

Hao Wu, Yueyi Zhang, Wenming Weng, Yongting Zhang, Zhiwei Xiong, Zheng-Jun Zha, Xiaoyan Sun, Feng Wu.

AAAI, 2021

Uncertainty Principles of Encoding GANs

Ruili Feng, Zhouchen Lin, Jiapeng Zhu, Deli Zhao, Jingren Zhou, Zheng-Jun Zha.

ICML, 2021

Understanding Noise Injection in GANs

Ruili Feng, Deli Zhao, Zheng-Jun Zha.

ICML, 2021

Unfolding Taylor's Approximations for Image Restoration

Man Zhou, Xueyang Fu, Zeyu Xiao, Gang Yang, Aiping Liu, Zhiwei Xiong.

NeurIPS, 2021

Visual Navigation With Multiple Goals Based on Deep Reinforcement Learning

Zhenhuan Rao, Yuechen Wu, Zifei Yang, Wei Zhang, Shijian Lu, Weizhi Lu, Zhengjun Zha.

IEEE Trans. Neural Networks Learn. Syst., 2021

Weakly Supervised Neuron Reconstruction From Optical Microscopy Images With Morphological Priors

Xuejin Chen, Chi Zhang, Jie Zhao, Zhiwei Xiong, Zheng-Jun Zha, Feng Wu.

IEEE Trans. Medical Imaging, 2021

A Multi-Scale Spatial-Temporal Attention Model for Person Re-Identification in Videos

Wei Zhang, Xuanyu He, Xiaodong Yu, Weizhi Lu, Zhengjun Zha, Qi Tian.

IEEE Trans. Image Process., 2020

A Structured Graph Attention Network for Vehicle Re-Identification

Yangchun Zhu, Zheng-Jun Zha, Tianzhu Zhang, Jiawei Liu, Jiebo Luo.

ACM Multimedia, 2020

A generalized least-squares approach regularized with graph embedding for dimensionality reduction

Xiang-Jun Shen, Si-Xing Liu, Bing-Kun Bao, Chunhong Pan, Zheng-Jun Zha, Jianping Fan.

Pattern Recognit., 2020

ASTA-Net: Adaptive Spatio-Temporal Attention Network for Person Re-Identification in Videos

Xierong Zhu, Jiawei Liu, Haoze Wu, Meng Wang, Zheng-Jun Zha.

ACM Multimedia, 2020

Adversarial Attribute-Text Embedding for Person Search With Natural Language Query

Zheng-Jun Zha, Jiawei Liu, Di Chen, Feng Wu.

IEEE Trans. Multim., 2020

Bidirectional Attention-Recognition Model for Fine-Grained Object Classification

Chuanbin Liu, Hongtao Xie, Zhengjun Zha, Lingyun Yu, Zhineng Chen, Yongdong Zhang.

IEEE Trans. Multim., 2020

CircleNet for Hip Landmark Detection

Hai Wu, Hongtao Xie, Chuanbin Liu, Zheng-Jun Zha, Jun Sun, Yongdong Zhang.

AAAI, 2020

Co-Saliency Spatio-Temporal Interaction Network for Person Re-Identification in Videos

Jiawei Liu, Zheng-Jun Zha, Xierong Zhu, Na Jiang.

IJCAI, 2020

ContourNet: Taking a Further Step Toward Accurate Arbitrary-Shaped Scene Text Detection

Yuxin Wang, Hongtao Xie, Zheng-Jun Zha, Mengting Xing, Zilong Fu, Yongdong Zhang.

CVPR, 2020

Convolutional Dictionary Pair Learning Network for Image Representation Learning

Zhao Zhang, Yulin Sun, Yang Wang, Zhengjun Zha, Shuicheng Yan, Meng Wang.

ECAI, 2020

Deep Degradation Prior for Low-Quality Image Classification

Yang Wang, Yang Cao, Zheng-Jun Zha, Jing Zhang, Zhiwei Xiong.

CVPR, 2020

Deep Palette-Based Color Decomposition for Image Recoloring with Aesthetic Suggestion

Zhengqing Li, Zhengjun Zha, Yang Cao.

MMM (1), 2020

Deep Self-representative Concept Factorization Network for Representation Learning

Yan Zhang, Zhao Zhang, Zheng Zhang, Mingbo Zhao, Li Zhang, Zhengjun Zha, Meng Wang.

SDM, 2020

Deep Structure-Revealed Network for Texture Recognition

Wei Zhai, Yang Cao, Zheng-Jun Zha, Haiyong Xie, Feng Wu.

CVPR, 2020

DeepFacePencil: Creating Face Images from Freehand Sketches

Yuhang Li, Xuejin Chen, Binxin Yang, Zihan Chen, Zhihua Cheng, Zheng-Jun Zha.

ACM Multimedia, 2020

Diverter-Guider Recurrent Network for Diverse Poems Generation from Image

Liang Li, Shijie Yang, Li Su, Shuhui Wang, Chenggang Yan, Zhengjun Zha, Qingming Huang.

ACM Multimedia, 2020

Domain-Aware Visual Bias Eliminating for Generalized Zero-Shot Learning

Shaobo Min, Hantao Yao, Hongtao Xie, Chaoqun Wang, Zheng-Jun Zha, Yongdong Zhang.

CVPR, 2020

Dual Context-Aware Refinement Network for Person Search

Jiawei Liu, Zheng-Jun Zha, Richang Hong, Meng Wang, Yongdong Zhang.

ACM Multimedia, 2020

Dual Path Interaction Network for Video Moment Localization

Hao Wang, Zheng-Jun Zha, Xuejin Chen, Zhiwei Xiong, Jiebo Luo.

ACM Multimedia, 2020

Filtration and Distillation: Enhancing Region Attention for Fine-Grained Visual Categorization

Chuanbin Liu, Hongtao Xie, Zheng-Jun Zha, Lingfeng Ma, Lingyun Yu, Yongdong Zhang.

AAAI, 2020

Fine-grained Feature Alignment with Part Perspective Transformation for Vehicle ReID

Dechao Meng, Liang Li, Shuhui Wang, Xingyu Gao, Zheng-Jun Zha, Qingming Huang.

ACM Multimedia, 2020

Frank-Wolfe Network: An Interpretable Deep Structure for Non-Sparse Coding

Dong Liu, Ke Sun, Zhangyang Wang, Runsheng Liu, Zheng-Jun Zha.

IEEE Trans. Circuits Syst. Video Technol., 2020

Hierarchical Granularity Transfer Learning

Shaobo Min, Hongtao Xie, Hantao Yao, Xuran Deng, Zheng-Jun Zha, Yongdong Zhang.

NeurIPS, 2020

Hierarchical Gumbel Attention Network for Text-based Person Search

Kecheng Zheng, Wu Liu, Jiawei Liu, Zheng-Jun Zha, Tao Mei.

ACM Multimedia, 2020

Isotropic Reconstruction of 3D EM Images with Unsupervised Degradation Learning

Shiyu Deng, Xueyang Fu, Zhiwei Xiong, Chang Chen, Dong Liu, Xuejin Chen, Qing Ling, Feng Wu.

MICCAI (5), 2020

Iterative Context-Aware Graph Inference for Visual Dialog

Dan Guo, Hui Wang, Hanwang Zhang, Zheng-Jun Zha, Meng Wang.

CVPR, 2020

JPEG Artifacts Removal via Compression Quality Ranker-Guided Networks

Menglu Wang, Xueyang Fu, Zepei Sun, Zheng-Jun Zha.

IJCAI, 2020

Joint Sketch-Attribute Learning for Fine-Grained Face Synthesis

Binxin Yang, Xuejin Chen, Richang Hong, Zihan Chen, Yuhang Li, Zheng-Jun Zha.

MMM (1), 2020

Learning Dual Transformation Networks for Image Contrast Enhancement

Yurui Zhu, Xueyang Fu, Aiping Liu.

IEEE Signal Process. Lett., 2020

Learning Rich Part Hierarchies With Progressive Attention Networks for Fine-Grained Image Recognition

Heliang Zheng, Jianlong Fu, Zheng-Jun Zha, Jiebo Luo, Tao Mei.

IEEE Trans. Image Process., 2020

Learning Semantic-aware Normalization for Generative Adversarial Networks

Heliang Zheng, Jianlong Fu, Yanhong Zeng, Jiebo Luo, Zheng-Jun Zha.

NeurIPS, 2020

Learning to Discretely Compose Reasoning Module Networks for Video Captioning

Ganchao Tan, Daqing Liu, Meng Wang, Zheng-Jun Zha.

IJCAI, 2020

Lightweight Pyramid Networks for Image Deraining

Xueyang Fu, Borong Liang, Yue Huang, Xinghao Ding, John W. Paisley.

IEEE Trans. Neural Networks Learn. Syst., 2020

March on Data Imperfections: Domain Division and Domain Generalization for Semantic Segmentation

Hai Xu, Hongtao Xie, Zheng-Jun Zha, Sun'ao Liu, Yongdong Zhang.

ACM Multimedia, 2020

Memory-Augmented Relation Network for Few-Shot Learning

Jun He, Richang Hong, Xueliang Liu, Mingliang Xu, Zheng-Jun Zha, Meng Wang.

ACM Multimedia, 2020

Multi-Objective Matrix Normalization for Fine-Grained Visual Recognition

Shaobo Min, Hantao Yao, Hongtao Xie, Zheng-Jun Zha, Yongdong Zhang.

IEEE Trans. Image Process., 2020

Multi-Scale Group Transformer for Long Sequence Modeling in Speech Separation

Yucheng Zhao, Chong Luo, Zheng-Jun Zha, Wenjun Zeng.

IJCAI, 2020

Multi-Scale Spatial-Temporal Integration Convolutional Tube for Human Action Recognition

Haoze Wu, Jiawei Liu, Xierong Zhu, Meng Wang, Zheng-Jun Zha.

IJCAI, 2020

Neuronal Population Reconstruction From Ultra-Scale Optical Microscopy Images via Progressive Learning

Jie Zhao, Xuejin Chen, Zhiwei Xiong, Dong Liu, Junjie Zeng, Chaoyu Xie, Yueyi Zhang, Zheng-Jun Zha, Guoqiang Bi, Feng Wu.

IEEE Trans. Medical Imaging, 2020

Nighttime Dehazing with a Synthetic Benchmark

Jing Zhang, Yang Cao, Zheng-Jun Zha, Dacheng Tao.

ACM Multimedia, 2020

Object Relational Graph With Teacher-Recommended Learning for Video Captioning

Ziqi Zhang, Yaya Shi, Chunfeng Yuan, Bing Li, Peijin Wang, Weiming Hu, Zheng-Jun Zha.

CVPR, 2020

Parsing-Based View-Aware Embedding Network for Vehicle Re-Identification

Dechao Meng, Liang Li, Xuejing Liu, Yadong Li, Shijie Yang, Zheng-Jun Zha, Xingyu Gao, Shuhui Wang, Qingming Huang.

CVPR, 2020

Posterior-Guided Neural Architecture Search

Yizhou Zhou, Xiaoyan Sun, Chong Luo, Zheng-Jun Zha, Wenjun Zeng.

AAAI, 2020

Rain O'er Me: Synthesizing Real Rain to Derain With Data Distillation

Huangxing Lin, Yanlong Li, Xueyang Fu, Xinghao Ding, Yue Huang, John W. Paisley.

IEEE Trans. Image Process., 2020

Real-World Image Denoising with Deep Boosting

Chang Chen, Zhiwei Xiong, Xinmei Tian, Zheng-Jun Zha, Feng Wu.

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Real-World Person Re-Identification via Degradation Invariance Learning

Yukun Huang, Zheng-Jun Zha, Xueyang Fu, Richang Hong, Liang Li.

CVPR, 2020

Robust Deep Co-Saliency Detection With Group Semantic and Pyramid Attention

Zheng-Jun Zha, Chong Wang, Dong Liu, Hongtao Xie, Yongdong Zhang.

IEEE Trans. Neural Networks Learn. Syst., 2020

Self-Supervised Domain-Aware Generative Network for Generalized Zero-Shot Learning

Jiamin Wu, Tianzhu Zhang, Zheng-Jun Zha, Jiebo Luo, Yongdong Zhang, Feng Wu.

CVPR, 2020

Semantic Image Analogy with a Conditional Single-Image GAN

Jiacheng Li, Zhiwei Xiong, Dong Liu, Xuejin Chen, Zheng-Jun Zha.

ACM Multimedia, 2020

Space-Time Video Super-Resolution Using Temporal Profiles

Zeyu Xiao, Zhiwei Xiong, Xueyang Fu, Dong Liu, Zheng-Jun Zha.

ACM Multimedia, 2020

Spatiotemporal Fusion in 3D CNNs: A Probabilistic View

Yizhou Zhou, Xiaoyan Sun, Chong Luo, Zheng-Jun Zha, Wenjun Zeng.

CVPR, 2020

Stacked Convolutional Deep Encoding Network For Video-Text Retrieval

Rui Zhao, Kecheng Zheng, Zhengjun Zha.

ICME, 2020

State-Relabeling Adversarial Active Learning

Beichen Zhang, Liang Li, Shijie Yang, Shuhui Wang, Zheng-Jun Zha, Qingming Huang.

CVPR, 2020

Structural Semantic Adversarial Active Learning for Image Captioning

Beichen Zhang, Liang Li, Li Su, Shuhui Wang, Jincan Deng, Zheng-Jun Zha, Qingming Huang.

ACM Multimedia, 2020

Time-Sensitive Collaborative Interest Aware Model for Session-Based Recommendation

Yang Lv, Liansheng Zhuang, Pengyu Luo, Houqiang Li, Zhengjun Zha.

ICME, 2020

Towards Neuron Segmentation from Macaque Brain Images: A Weakly Supervised Approach

Meng Dong, Dong Liu, Zhiwei Xiong, Xuejin Chen, Yueyi Zhang, Zheng-Jun Zha, Guoqiang Bi, Feng Wu.

MICCAI (5), 2020

Towards Semantically Scalable Image Coding using Semantic Map

Ning Yan, Dong Liu, Houqiang Li, Feng Wu, Zhiwei Xiong, Zheng-Jun Zha.

ISCAS, 2020

Transferrable Referring Expression Grounding with Concept Transfer and Context Inheritance

Xuejing Liu, Liang Li, Shuhui Wang, Zheng-Jun Zha, Dechao Meng, Qingming Huang.

ACM Multimedia, 2020

Underwater image enhancement with global-local networks and compressed-histogram equalization

Xueyang Fu, Xiangyong Cao.

Signal Process. Image Commun., 2020

Visual Object Tracking via Guessing and Matching

Ke Song, Wei Zhang, Weizhi Lu, Zheng-Jun Zha, Xiangyang Ji, Yibin Li.

IEEE Trans. Circuits Syst. Video Technol., 2020

基于深度邻近连接网络的单幅图像去雨方法 (Single Image De-raining Method Based on Deep Adjacently Connected Networks)

Xueyang Fu, Qi Sun, Yue Huang, Xinghao Ding.

计算机科学, 2020

A Deep Information Sharing Network for Multi-Contrast Compressed Sensing MRI Reconstruction

Liyan Sun, Zhiwen Fan, Xueyang Fu, Yue Huang, Xinghao Ding, John William Paisley.

IEEE Trans. Image Process., 2019

A Two-Stream Mutual Attention Network for Semi-Supervised Biomedical Segmentation with Noisy Labels

Shaobo Min, Xuejin Chen, Zheng-Jun Zha, Feng Wu, Yongdong Zhang.

AAAI, 2019

A Variational Pan-Sharpening With Local Gradient Constraints

Xueyang Fu, Zihuang Lin, Yue Huang, Xinghao Ding.

CVPR, 2019

A generalized multi-dictionary least squares framework regularized with multi-graph embeddings

Timothy Apasiba Abeo, Xiangjun Shen, Bing-Kun Bao, Zheng-Jun Zha, Jianping Fan.

Pattern Recognit., 2019

Abstract Reasoning with Distracting Features

Kecheng Zheng, Zheng-Jun Zha, Wei Wei.

NeurIPS, 2019

Accurate Segmentation of Synaptic Cleft with Contour Growing Concatenated with a Convnet

Shaobo Min, Xuejin Chen, Hongtao Xie, Zheng-Jun Zha, Guoqiang Bi, Feng Wu, Yongdong Zhang.

ICIP, 2019

Adaptive Alignment Network for Person Re-identification

Xierong Zhu, Jiawei Liu, Hongtao Xie, Zheng-Jun Zha.

MMM (2), 2019

Adaptive Reconstruction Network for Weakly Supervised Referring Expression Grounding

Xuejing Liu, Liang Li, Shuhui Wang, Zheng-Jun Zha, Dechao Meng, Qingming Huang.

ICCV, 2019

Adaptive Structure-Constrained Robust Latent Low-Rank Coding for Image Recovery

Zhao Zhang, Lei Wang, Sheng Li, Yang Wang, Zheng Zhang, Zhengjun Zha, Meng Wang.

ICDM, 2019

Adaptive Transfer Network for Cross-Domain Person Re-Identification

Jiawei Liu, Zheng-Jun Zha, Di Chen, Richang Hong, Meng Wang.

CVPR, 2019

BERT4SessRec: Content-Based Video Relevance Prediction with Bidirectional Encoder Representations from Transformer

Xusong Chen, Dong Liu, Chenyi Lei, Rui Li, Zheng-Jun Zha, Zhiwei Xiong.

ACM Multimedia, 2019

Camera Lens Super-Resolution

Chang Chen, Zhiwei Xiong, Xinmei Tian, Zheng-Jun Zha, Feng Wu.

CVPR, 2019

Context-Reinforced Semantic Segmentation

Yizhou Zhou, Xiaoyan Sun, Zheng-Jun Zha, Wenjun Zeng.

CVPR, 2019

Convolutional Attention Networks for Scene Text Recognition

Hongtao Xie, Shancheng Fang, Zheng-Jun Zha, Yating Yang, Yan Li, Yongdong Zhang.

ACM Trans. Multim. Comput. Commun. Appl., 2019

Cross-Fiber Spatial-Temporal Co-enhanced Networks for Video Action Recognition

Haoze Wu, Zheng-Jun Zha, Xin Wen, Zhenzhong Chen, Dong Liu, Xuejin Chen.

ACM Multimedia, 2019

Cross-Modality Feature Learning via Convolutional Autoencoder

Xueliang Liu, Meng Wang, Zheng-Jun Zha, Richang Hong.

ACM Trans. Multim. Comput. Commun. Appl., 2019

DADNet: Dilated-Attention-Deformable ConvNet for Crowd Counting

Dan Guo, Kun Li, Zheng-Jun Zha, Meng Wang.

ACM Multimedia, 2019

Deep Adversarial Graph Attention Convolution Network for Text-Based Person Search

Jiawei Liu, Zheng-Jun Zha, Richang Hong, Meng Wang, Yongdong Zhang.

ACM Multimedia, 2019

Deep Multiple-Attribute-Perceived Network for Real-World Texture Recognition

Wei Zhai, Yang Cao, Jing Zhang, Zheng-Jun Zha.

ICCV, 2019

Dense 3D-Convolutional Neural Network for Person Re-Identification in Videos

Jiawei Liu, Zheng-Jun Zha, Xuejin Chen, Zilei Wang, Yongdong Zhang.

ACM Trans. Multim. Comput. Commun. Appl., 2019

Densely Supervised Hierarchical Policy-Value Network for Image Paragraph Generation

Siying Wu, Zheng-Jun Zha, Zilei Wang, Houqiang Li, Feng Wu.

IJCAI, 2019

Domain-Specific Embedding Network for Zero-Shot Recognition

Shaobo Min, Hantao Yao, Hongtao Xie, Zheng-Jun Zha, Yongdong Zhang.

ACM Multimedia, 2019

Dynamically building diversified classifier pruning ensembles via canonical correlation analysis

Zhong-Qiu Jiang, Xiangjun Shen, Jianping Gou, Liangjun Wang, Zheng-Jun Zha.

Multim. Tools Appl., 2019

Exploring the Task Cooperation in Multi-goal Visual Navigation

Yuechen Wu, Zhenhuan Rao, Wei Zhang, Shijian Lu, Weizhi Lu, Zheng-Jun Zha.

IJCAI, 2019

Extract Bone Parts Without Human Prior: End-to-end Convolutional Neural Network for Pediatric Bone Age Assessment

Chuanbin Liu, Hongtao Xie, Yizhi Liu, Zheng-Jun Zha, Fanchao Lin, Yongdong Zhang.

MICCAI (6), 2019

Fast and Accurate Electron Microscopy Image Registration with 3D Convolution

Shenglong Zhou, Zhiwei Xiong, Chang Chen, Xuejin Chen, Dong Liu, Yueyi Zhang, Zheng-Jun Zha, Feng Wu.

MICCAI (1), 2019

Ground-Aware Point Cloud Semantic Segmentation for Autonomous Driving

Jian Wu, Jianbo Jiao, Qingxiong Yang, Zheng-Jun Zha, Xuejin Chen.

ACM Multimedia, 2019

Hierarchical Global-Local Temporal Modeling for Video Captioning

Yaosi Hu, Zhenzhong Chen, Zheng-Jun Zha, Feng Wu.

ACM Multimedia, 2019

Hybrid Image Enhancement With Progressive Laplacian Enhancing Unit

Jie Huang, Zhiwei Xiong, Xueyang Fu, Dong Liu, Zheng-Jun Zha.

ACM Multimedia, 2019

Illumination-Invariant Person Re-Identification

Yukun Huang, Zheng-Jun Zha, Xueyang Fu, Wei Zhang.

ACM Multimedia, 2019

Inferential Machine Comprehension: Answering Questions by Recursively Deducing the Evidence Chain from Text

Jianxing Yu, Zhengjun Zha, Jian Yin.

ACL (1), 2019

Instance Segmentation from Volumetric Biomedical Images Without Voxel-Wise Labeling

Meng Dong, Dong Liu, Zhiwei Xiong, Xuejin Chen, Yueyi Zhang, Zheng-Jun Zha, Guoqiang Bi, Feng Wu.

MICCAI (2), 2019

JPEG Artifacts Reduction via Deep Convolutional Sparse Coding

Xueyang Fu, Zheng-Jun Zha, Feng Wu, Xinghao Ding, John W. Paisley.

ICCV, 2019

Knowing User Better: Jointly Predicting Click-Through and Playtime for Micro-Video

Shengjie Ma, Zheng-Jun Zha, Feng Wu.

ICME, 2019

Knowledge-guided Pairwise Reconstruction Network for Weakly Supervised Referring Expression Grounding

Xuejing Liu, Liang Li, Shuhui Wang, Zheng-Jun Zha, Li Su, Qingming Huang.

ACM Multimedia, 2019

Learning Compact Appearance Representation for Video-Based Person Re-Identification

Wei Zhang, Shengnan Hu, Kan Liu, Zheng-Jun Zha.

IEEE Trans. Circuits Syst. Video Technol., 2019

Learning Deep Bilinear Transformation for Fine-grained Image Representation

Heliang Zheng, Jianlong Fu, Zheng-Jun Zha, Jiebo Luo.

NeurIPS, 2019

Learning to Assemble Neural Module Tree Networks for Visual Grounding

Daqing Liu, Hanwang Zhang, Feng Wu, Zheng-Jun Zha.

ICCV, 2019

LinesToFacePhoto: Face Photo Generation From Lines With Conditional Self-Attention Generative Adversarial Networks

Yuhang Li, Xuejin Chen, Feng Wu, Zheng-Jun Zha.

ACM Multimedia, 2019

Looking for the Devil in the Details: Learning Trilinear Attention Sampling Network for Fine-Grained Image Recognition

Heliang Zheng, Jianlong Fu, Zheng-Jun Zha, Jiebo Luo.

CVPR, 2019

MLTS: A Multi-Language Scene Text Spotter

Yu Zhou, Shancheng Fang, Hongtao Xie, Zheng-Jun Zha, Yongdong Zhang.

ICME, 2019

Making History Matter: History-Advantage Sequence Training for Visual Dialog

Tianhao Yang, Zheng-Jun Zha, Hanwang Zhang.

ICCV, 2019

Manifold Alignment via Global and Local Structures Preserving PCA Framework

Timothy Apasiba Abeo, Xiangjun Shen, Ernest Domanaanmwi Ganaa, Qian Zhu, Bing-Kun Bao, Zheng-Jun Zha.

IEEE Access, 2019

Multimodal Semantic Attention Network for Video Captioning

Liang Sun, Bing Li, Chunfeng Yuan, Zhengjun Zha, Weiming Hu.

ICME, 2019

Mutually Reinforced Spatio-Temporal Convolutional Tube for Human Action Recognition

Haoze Wu, Jiawei Liu, Zheng-Jun Zha, Zhenzhong Chen, Xiaoyan Sun.

IJCAI, 2019

Near-Duplicate Video Retrieval Through Toeplitz Kernel Partial Least Squares

Jia-Li Tao, Jian-Ming Zhang, Liangjun Wang, Xiangjun Shen, Zheng-Jun Zha.

MMM (2), 2019

Neural Network-Based Arithmetic Coding for Inter Prediction Information in HEVC

Changyue Ma, Dong Liu, Xiulian Peng, Zheng-Jun Zha, Feng Wu.

ISCAS, 2019

One-Shot Texture Retrieval with Global Context Metric

Kai Zhu, Wei Zhai, Zheng-Jun Zha, Yang Cao.

IJCAI, 2019

Progressive Learning for Neuronal Population Reconstruction from Optical Microscopy Images

Jie Zhao, Xuejin Chen, Zhiwei Xiong, Dong Liu, Junjie Zeng, Yueyi Zhang, Zheng-Jun Zha, Guoqiang Bi, Feng Wu.

MICCAI (1), 2019

Progressive Retinex: Mutually Reinforced Illumination-Noise Perception Network for Low-Light Image Enhancement

Yang Wang, Yang Cao, Zheng-Jun Zha, Jing Zhang, Zhiwei Xiong, Wei Zhang, Feng Wu.

ACM Multimedia, 2019

Question-Aware Tube-Switch Network for Video Question Answering

Tianhao Yang, Zheng-Jun Zha, Hongtao Xie, Meng Wang, Hanwang Zhang.

ACM Multimedia, 2019

Robust Deep Co-Saliency Detection with Group Semantic

Chong Wang, Zheng-Jun Zha, Dong Liu, Hongtao Xie.

AAAI, 2019

Robust Subspace Discovery by Block-diagonal Adaptive Locality-constrained Representation

Zhao Zhang, Jiahuan Ren, Sheng Li, Richang Hong, Zhengjun Zha, Meng Wang.

ACM Multimedia, 2019

Semantic-Embedding and Shape-Aware U-Net for Ultrasound Eyeball Segmentation

Fanchao Lin, Chuanbin Liu, Hongtao Xie, Zheng-Jun Zha, Yongdong Zhang.

ICME, 2019

Spatiotemporal-Textual Co-Attention Network for Video Question Answering

Zheng-Jun Zha, Jiawei Liu, Tianhao Yang, Yongdong Zhang.

ACM Trans. Multim. Comput. Commun. Appl., 2019

Structure-Aware Residual Pyramid Network for Monocular Depth Estimation

Xiaotian Chen, Xuejin Chen, Zheng-Jun Zha.

IJCAI, 2019

3D Cnn-Based Soma Segmentation from Brain Images at Single-Neuron Resolution

Meng Dong, Dong Liu, Zhiwei Xiong, Chaoyu Yang, Xuejin Chen, Zheng-Jun Zha, Guoqiang Bi, Feng Wu.

ICIP, 2018

A CNN-Based In-Loop Filter with CU Classification for HEVC

Yuanying Dai, Dong Liu, Zheng-Jun Zha, Feng Wu.

VCIP, 2018

A Fast Uyghur Text Detector for Complex Background Images

Chenggang Yan, Hongtao Xie, Jianjun Chen, Zheng-Jun Zha, Xinhong Hao, Yongdong Zhang, Qionghai Dai.

IEEE Trans. Multim., 2018

A Feature-Adaptive Semi-Supervised Framework for Co-saliency Detection

Xiaoju Zheng, Zheng-Jun Zha, Liansheng Zhuang.

ACM Multimedia, 2018

Attention and Language Ensemble for Scene Text Recognition with Convolutional Sequence Modeling

Shancheng Fang, Hongtao Xie, Zheng-Jun Zha, Nannan Sun, Jianlong Tan, Yongdong Zhang.

ACM Multimedia, 2018

CA3Net: Contextual-Attentional Attribute-Appearance Network for Person Re-Identification

Jiawei Liu, Zheng-Jun Zha, Hongtao Xie, Zhiwei Xiong, Yongdong Zhang.

ACM Multimedia, 2018

CCLBR: Congestion Control-Based Load Balanced Routing in Unstructured P2P Systems

Xiangjun Shen, Qing Chang, Lu Liu, John Panneerselvam, Zheng-Jun Zha.

IEEE Syst. J., 2018

CCNet: Cluster-Coordinated Net for Learning Multi-agent Communication Protocols with Reinforcement Learning

Xin Wen, Zheng-Jun Zha, Zilei Wang, Liansheng Zhuang, Houqiang Li.

ACML, 2018

Co-occurrent Structural Edge Detection for Color-Guided Depth Map Super-Resolution

Jiang Zhu, Wei Zhai, Yang Cao, Zheng-Jun Zha.

MMM (1), 2018

Collaborative Detection and Caption Network

Tianyi Wang, Jiang Zhang, Zheng-Jun Zha.

PCM (1), 2018

Connectionist Temporal Fusion for Sign Language Translation

Shuo Wang, Dan Guo, Wengang Zhou, Zheng-Jun Zha, Meng Wang.

ACM Multimedia, 2018

Content-Based Video Relevance Prediction with Second-Order Relevance and Attention Modeling

Xusong Chen, Rui Zhao, Shengjie Ma, Dong Liu, Zheng-Jun Zha.

ACM Multimedia, 2018

Context-Aware Visual Policy Network for Sequence-Level Image Captioning

Daqing Liu, Zheng-Jun Zha, Hanwang Zhang, Yongdong Zhang, Feng Wu.

ACM Multimedia, 2018

Deep Residual Attention Network for Spectral Image Super-Resolution

Zhan Shi, Chang Chen, Zhiwei Xiong, Dong Liu, Zheng-Jun Zha, Feng Wu.

ECCV Workshops (5), 2018

LA-Net: Layout-Aware Dense Network for Monocular Depth Estimation

Kecheng Zheng, Zheng-Jun Zha, Yang Cao, Xuejin Chen, Feng Wu.

ACM Multimedia, 2018

Man-Made Object Recognition from Underwater Optical Images Using Deep Learning and Transfer Learning

Xian Yu, Xiangrui Xing, Han Zheng, Xueyang Fu, Yue Huang, Xinghao Ding.

ICASSP, 2018

MiCT: Mixed 3D/2D Convolutional Tube for Human Action Recognition

Yizhou Zhou, Xiaoyan Sun, Zheng-Jun Zha, Wenjun Zeng.

CVPR, 2018

Object Trajectory Proposal via Hierarchical Volume Grouping

Xu Sun, Yuantian Wang, Tongwei Ren, Zhi Liu, Zheng-Jun Zha, Gangshan Wu.

ICMR, 2018

Particle Swarm Programming-Based Interactive Content-Based Image Retrieval

Xiao-Hui Yang, Chen-Xi Tian, Feiya Lv, Jing Zhang, Zheng-Jun Zha.

PCM (3), 2018

Residual-Guide Network for Single Image Deraining

Zhiwen Fan, Huafeng Wu, Xueyang Fu, Yue Huang, Xinghao Ding.

ACM Multimedia, 2018

Session details: Vision-2 (Object & Scene Understanding)

Zheng-Jun Zha.

ACM Multimedia, 2018

Session details: Vision-3 (Applications in Multimedia)

Zheng-Jun Zha.

ACM Multimedia, 2018

Sketchpointnet: A Compact Network for Robust Sketch Recognition

Xiangxiang Wang, Xuejin Chen, Zhengjun Zha.

ICIP, 2018

Temporal Hierarchical Attention at Category- and Item-Level for Micro-Video Click-Through Prediction

Xusong Chen, Dong Liu, Zheng-Jun Zha, Wengang Zhou, Zhiwei Xiong, Yan Li.

ACM Multimedia, 2018

Temporal-Contextual Attention Network for Video-Based Person Re-identification

Di Chen, Zheng-Jun Zha, Jiawei Liu, Hongtao Xie, Yongdong Zhang.

PCM (1), 2018

Towards Human-Level License Plate Recognition

Jiafan Zhuang, Saihui Hou, Zilei Wang, Zheng-Jun Zha.

ECCV (3), 2018

Adaptive Pooling in Multi-instance Learning for Web Video Annotation

Dong Liu, Yizhou Zhou, Xiaoyan Sun, Zheng-Jun Zha, Wenjun Zeng.

ICCV Workshops, 2017

Clearing the Skies: A Deep Network Architecture for Single-Image Rain Removal

Xueyang Fu, Jiabin Huang, Xinghao Ding, Yinghao Liao, John W. Paisley.

IEEE Trans. Image Process., 2017

Diversity-induced weighted classifier ensemble learning

Y. Dong, Xiangjun Shen, Liangjun Wang, Dickson Keddy Wornyo, Zheng-Jun Zha.

ICIP, 2017

Guest Editorial: Knowledge-Based Multimedia Computing

Liang Li, Zi Huang, Zheng-Jun Zha, Shuqiang Jiang.

Multim. Tools Appl., 2017

Image enhancement using divide-and-conquer strategy

Peixian Zhuang, Xueyang Fu, Yue Huang, Xinghao Ding.

J. Vis. Commun. Image Represent., 2017

Improving triplet-wise training of convolutional neural network for vehicle re-identification

Yiheng Zhang, Dong Liu, Zheng-Jun Zha.

ICME, 2017

PanNet: A Deep Network Architecture for Pan-Sharpening

Junfeng Yang, Xueyang Fu, Yuwen Hu, Yue Huang, Xinghao Ding, John W. Paisley.

ICCV, 2017

Progressive tone mapping of brain images at single-neuron resolution

Puning Zhao, Zhiwei Xiong, Dong Liu, Hao Wang, Chaoyu Yang, Lufeng Ding, Weiping Ding, Zheng-Jun Zha, Guoqiang Bi, Feng Wu.

GlobalSIP, 2017

Removing Rain from Single Images via a Deep Detail Network

Xueyang Fu, Jiabin Huang, Delu Zeng, Yue Huang, Xinghao Ding, John W. Paisley.

CVPR, 2017

Two-step approach for single underwater image enhancement

Xueyang Fu, Zhiwen Fan, Mei Ling, Yue Huang, Xinghao Ding.

ISPACS, 2017

A Unified Scheme for Super-Resolution and Depth Estimation From Asymmetric Stereoscopic Video

Jing Zhang, Yang Cao, Zheng-Jun Zha, Zhigang Zheng, Chang Wen Chen, Zengfu Wang.

IEEE Trans. Circuits Syst. Video Technol., 2016

A Weighted Variational Model for Simultaneous Reflectance and Illumination Estimation

Xueyang Fu, Delu Zeng, Yue Huang, Xiao-Ping (Steven) Zhang, Xinghao Ding.

CVPR, 2016

A fusion-based enhancing method for weakly illuminated images

Xueyang Fu, Delu Zeng, Yue Huang, Yinghao Liao, Xinghao Ding, John W. Paisley.

Signal Process., 2016

A fusion-based method for single backlit image enhancement

Qiuhong Wang, Xueyang Fu, Xiao-Ping (Steven) Zhang, Xinghao Ding.

ICIP, 2016

A novel framework method for non-blind deconvolution using subspace images priors

Peixian Zhuang, Xueyang Fu, Yue Huang, Delu Zeng, Xinghao Ding.

Signal Process. Image Commun., 2016

A robust vision inspection system for detecting surface defects of film capacitors

Yuxiang Yang, Zheng-Jun Zha, Mingyu Gao, Zhiwei He.

Signal Process., 2016

Action recognition with novel high-level pose features

Jiayi Fan, Zheng-Jun Zha, Xinmei Tian.

ICME Workshops, 2016

Building Locally Discriminative Classifier Ensemble Through Classifier Fusion Among Nearest Neighbors

Xiangjun Shen, Wen-Chao Zhang, Wei Cai, Ben-Bright B. Benuw, Heping Song, Qian Zhu, Zheng-Jun Zha.

PCM (1), 2016

Collaborative Q-Learning Based Routing Control in Unstructured P2P Networks

Xiangjun Shen, Qing Chang, Jianping Gou, Qirong Mao, Zheng-Jun Zha, Ke Lu.

MMM (1), 2016

Comparative Deep Learning of Hybrid Representations for Image Recommendations

Chenyi Lei, Dong Liu, Weiping Li, Zheng-Jun Zha, Houqiang Li.

CVPR, 2016

Guest Editorial: Large-Scale Multimedia Content Analysis on Social Media

Haojie Li, Zheng-Jun Zha, Benoit Huet, Qi Tian.

Multim. Tools Appl., 2016

Linear Distance Preserving Pseudo-Supervised and Unsupervised Hashing

Min Wang, Wengang Zhou, Qi Tian, Zheng-Jun Zha, Houqiang Li.

ACM Multimedia, 2016

Multi-Scale Triplet CNN for Person Re-Identification

Jiawei Liu, Zheng-Jun Zha, Q. I. Tian, Dong Liu, Ting Yao, Qiang Ling, Tao Mei.

ACM Multimedia, 2016

Social media analytics and learning

Zheng-Jun Zha, Tao Mei, Abdulmotaleb El Saddik.

Neurocomputing, 2016

p-Laplacian Regularized Sparse Coding for Human Activity Recognition

Weifeng Liu, Zheng-Jun Zha, Yanjiang Wang, Ke Lu, Dacheng Tao.

IEEE Trans. Ind. Electron., 2016

A Probabilistic Method for Image Enhancement With Simultaneous Illumination and Reflectance Estimation

Xueyang Fu, Yinghao Liao, Delu Zeng, Yue Huang, Xiao-Ping (Steven) Zhang, Xinghao Ding.

IEEE Trans. Image Process., 2015

An Attribute-Assisted Reranking Model for Web Image Search

Junjie Cai, Zheng-Jun Zha, Meng Wang, Shiliang Zhang, Qi Tian.

IEEE Trans. Image Process., 2015

Corrections to "Exploiting Web Images for Semantic Video Indexing Via Robust Sample-Specific Loss"

Yang Yang, Zheng-Jun Zha, Yue Gao, Xiaofeng Zhu, Tat-Seng Chua.

IEEE Trans. Multim., 2015

Depth map super-resolution using stereo-vision-assisted model

Yuxiang Yang, Mingyu Gao, Jing Zhang, Zheng-Jun Zha, Zengfu Wang.

Neurocomputing, 2015

Guest editorial: selected papers from ICIMCS 2012

Zheng-Jun Zha, Yan Liu, Shin'ichi Satoh, Xinguo Yu, Rainer Lienhart.

Multim. Syst., 2015

Learning Multi-view Deep Features for Small Object Retrieval in Surveillance Scenarios

Haiyun Guo, Jinqiao Wang, Min Xu, Zheng-Jun Zha, Hanqing Lu.

ACM Multimedia, 2015

Remote Sensing Image Enhancement Using Regularized-Histogram Equalization and DCT

Xueyang Fu, Jiye Wang, Delu Zeng, Yue Huang, Xinghao Ding.

IEEE Geosci. Remote. Sens. Lett., 2015

Robust Multiview Feature Learning for RGB-D Image Understanding

Zheng-Jun Zha, Yang Yang, Jinhui Tang, Meng Wang, Tat-Seng Chua.

ACM Trans. Intell. Syst. Technol., 2015

Semantic-Based Location Recommendation With Multimodal Venue Semantics

Xiangyu Wang, Yi-Liang Zhao, Liqiang Nie, Yue Gao, Weizhi Nie, Zheng-Jun Zha, Tat-Seng Chua.

IEEE Trans. Multim., 2015

Sparse canonical correlation analysis for recognition

Huimin Zhang, Weifeng Liu, Zheng-Jun Zha.

ICIMCS, 2015

Sparse principle motion component for one-shot gesture recognition

Xinghao Yang, Hongli Liu, Weifeng Liu, Zheng-Jun Zha.

ICIMCS, 2015

The AdaBoost algorithm for vehicle detection based on CNN features

Xiaona Song, Ting Rui, Zheng-Jun Zha, Xinqing Wang, Husheng Fang.

ICIMCS, 2015

一种基于拥塞发现的强化学习P2P网络视频点播预取策略 (Video Prefetching Strategy Based on Congestion Finding with Reinforcement Learning in P2P VOD Networks)

Xiangjun Shen, Yin Yao, Zhengjun Zha.

计算机科学, 2015

A Stereo-Vision-Assisted model for depth map super-resolution

Yuxiang Yang, Junjie Cai, Zheng-Jun Zha, Mingyu Gao, Qi Tian.

ICME, 2014

A fusion-based enhancing approach for single sandstorm image

Xueyang Fu, Yue Huang, Delu Zeng, Xiao-Ping (Steven) Zhang, Xinghao Ding.

MMSP, 2014

A novel retinex based approach for image enhancement with illumination adjustment

Xueyang Fu, Ye Sun, Minghui LiWang, Yue Huang, Xiao-Ping (Steven) Zhang, Xinghao Ding.

ICASSP, 2014

A novel segmentation based video-denoising method with noise level estimation

Yang Cao, Shijie Zhang, Zheng-Jun Zha, Jing Zhang, Chang Wen Chen.

Inf. Sci., 2014

A retinex-based enhancing approach for single underwater image

Xueyang Fu, Peixian Zhuang, Yue Huang, Yinghao Liao, Xiao-Ping (Steven) Zhang, Xinghao Ding.

ICIP, 2014

Achieving dynamic load balancing through mobile agents in small world P2P networks

Xiangjun Shen, Lu Liu, Zheng-Jun Zha, PeiYing Gu, Zhong-Qiu Jiang, Jiming Chen, John Panneerselvam.

Comput. Networks, 2014

Adaptive Learning for Celebrity Identification With Video Context

Chao Xiong, Guangyu Gao, Zheng-Jun Zha, Shuicheng Yan, Huadong Ma, Tae-Kyun Kim.

IEEE Trans. Multim., 2014

Attribute-Augmented Semantic Hierarchy: Towards a Unified Framework for Content-Based Image Retrieval

Hanwang Zhang, Zheng-Jun Zha, Yang Yang, Shuicheng Yan, Yue Gao, Tat-Seng Chua.

ACM Trans. Multim. Comput. Commun. Appl., 2014

Bayesian Nonparametric Dictionary Learning for Compressed Sensing MRI

Yue Huang, John W. Paisley, Qin Lin, Xinghao Ding, Xueyang Fu, Xiao-Ping (Steven) Zhang.

IEEE Trans. Image Process., 2014

Exploiting Web Images for Semantic Video Indexing Via Robust Sample-Specific Loss

Yang Yang, Zheng-Jun Zha, Yue Gao, Xiaofeng Zhu, Tat-Seng Chua.

IEEE Trans. Multim., 2014

Gradient-domain-based enhancement of multi-view depth video

Qiong Liu, Zheng-Jun Zha, Yang Yang.

Inf. Sci., 2014

Improving Color Constancy with Internet Photo Collections

Shuai Fang, Chuanpei Zhou, Yang Cao, Zheng-Jun Zha.

PCM, 2014

Introduction to the Special Issue Best Papers of ACM Multimedia 2013

Zheng-Jun Zha, Lei Zhang, Max Mühlhäuser, Alan F. Smeaton.

ACM Trans. Multim. Comput. Commun. Appl., 2014

Product Aspect Ranking and Its Applications

Zheng-Jun Zha, Jianxing Yu, Jinhui Tang, Meng Wang, Tat-Seng Chua.

IEEE Trans. Knowl. Data Eng., 2014

Robust (Semi) Nonnegative Graph Embedding

Hanwang Zhang, Zheng-Jun Zha, Yang Yang, Shuicheng Yan, Tat-Seng Chua.

IEEE Trans. Image Process., 2014

A Pattern Matching Based Model for Implicit Opinion Question Identification

Hadi Amiri, Zheng-Jun Zha, Tat-Seng Chua.

AAAI, 2013

A variational framework for single low light image enhancement using bright channel prior

Xueyang Fu, Delu Zeng, Yue Huang, Xinghao Ding, Xiao-Ping (Steven) Zhang.

GlobalSIP, 2013

Attribute-augmented semantic hierarchy: towards bridging semantic gap and intention gap in image retrieval

Hanwang Zhang, Zheng-Jun Zha, Yang Yang, Shuicheng Yan, Yue Gao, Tat-Seng Chua.

ACM Multimedia, 2013

Beyond Text QA: Multimedia Answer Generation by Harvesting Web Information

Liqiang Nie, Meng Wang, Yue Gao, Zheng-Jun Zha, Tat-Seng Chua.

IEEE Trans. Multim., 2013

Click-boosting random walk for image search reranking

Xiaopeng Yang, Yongdong Zhang, Ting Yao, Zheng-Jun Zha, Chong-Wah Ngo.

ICIMCS, 2013

Detecting Group Activities With Multi-Camera Context

Zheng-Jun Zha, Hanwang Zhang, Meng Wang, Huan-Bo Luan, Tat-Seng Chua.

IEEE Trans. Circuits Syst. Video Technol., 2013

GPSView: A scenic driving route planner

Yan-Tao Zheng, Shuicheng Yan, Zheng-Jun Zha, Yiqun Li, Xiangdong Zhou, Tat-Seng Chua, Ramesh C. Jain.

ACM Trans. Multim. Comput. Commun. Appl., 2013

Hierarchical Organization of Collaboratively Constructed Content

Jianxing Yu, Zheng-Jun Zha, Tat-Seng Chua.

The People's Web Meets NLP, 2013

Interactive social group recommendation for Flickr photos

Zheng-Jun Zha, Qi Tian, Junjie Cai, Zengfu Wang.

Neurocomputing, 2013

Learning attribute-aware dictionary for image classification and search

Junjie Cai, Zheng-Jun Zha, Huan-Bo Luan, Shiliang Zhang, Qi Tian.

ICMR, 2013

Marginalized multi-layer multi-instance kernel for video concept detection

Zheng-Jun Zha, Tao Mei, Richang Hong, Zhiwei Gu.

Signal Process., 2013

Multimedia encyclopedia construction by mining web knowledge

Richang Hong, Zheng-Jun Zha, Yue Gao, Tat-Seng Chua, Xindong Wu.

Signal Process., 2013

Partial-Duplicate Image Retrieval via Saliency-Guided Visual Matching

Liang Li, Shuqiang Jiang, Zheng-Jun Zha, Zhipeng Wu, Qingming Huang.

IEEE Multim., 2013

Robust Semantic Video Indexing by Harvesting Web Images

Yang Yang, Zheng-Jun Zha, Heng Tao Shen, Tat-Seng Chua.

MMM (1), 2013

Single-Image-Based Rain and Snow Removal Using Multi-guided Filter

Xianhui Zheng, Yinghao Liao, Wei Guo, Xueyang Fu, Xinghao Ding.

ICONIP (3), 2013

Visual-Textual Joint Relevance Learning for Tag-Based Social Image Search

Yue Gao, Meng Wang, Zheng-Jun Zha, Jialie Shen, Xuelong Li, Xindong Wu.

IEEE Trans. Image Process., 2013

A comprehensive representation scheme for video semantic ontology and its applications in semantic concept detection

Zheng-Jun Zha, Tao Mei, Yan-Tao Zheng, Zengfu Wang, Xian-Sheng Hua.

Neurocomputing, 2012

Active learning for social image retrieval using Locally Regressive Optimal Design

Yinfu Feng, Jun Xiao, Zheng-Jun Zha, Hong Zhang, Yi Yang.

Neurocomputing, 2012

Answering Opinion Questions on Products by Exploiting Hierarchical Organization of Consumer Reviews

Jianxing Yu, Zheng-Jun Zha, Tat-Seng Chua.

EMNLP-CoNLL, 2012

Attribute feedback

Hanwang Zhang, Zheng-Jun Zha, Shuicheng Yan, Jingwen Bian, Tat-Seng Chua.

ACM Multimedia, 2012

Attribute-assisted reranking for web image retrieval

Junjie Cai, Zheng-Jun Zha, Wengang Zhou, Qi Tian.

ACM Multimedia, 2012

Automatic labeling hierarchical topics

Xianling Mao, Zhaoyan Ming, Zheng-Jun Zha, Tat-Seng Chua, Hongfei Yan, Xiaoming Li.

CIKM, 2012

Combining SIFT and Global Features for Web Image Classification

Qimin Cheng, Yue Wen, Zheng-Jun Zha, Xihua Chen, Zhenfeng Shao.

PCM, 2012

Difficulty Guided Image Retrieval Using Linear Multiple Feature Embedding

Yangxi Li, Bo Geng, Dacheng Tao, Zheng-Jun Zha, Linjun Yang, Chao Xu.

IEEE Trans. Multim., 2012

Event Driven Web Video Summarization by Tag Localization and Key-Shot Identification

Meng Wang, Richang Hong, Guangda Li, Zheng-Jun Zha, Shuicheng Yan, Tat-Seng Chua.

IEEE Trans. Multim., 2012

Interactive Video Indexing With Statistical Active Learning

Zheng-Jun Zha, Meng Wang, Yan-Tao Zheng, Yi Yang, Richang Hong, Tat-Seng Chua.

IEEE Trans. Multim., 2012

Mining Travel Patterns from Geotagged Photos

Yan-Tao Zheng, Zheng-Jun Zha, Tat-Seng Chua.

ACM Trans. Intell. Syst. Technol., 2012

Multimedia Question Answering

Richang Hong, Meng Wang, Guangda Li, Liqiang Nie, Zheng-Jun Zha, Tat-Seng Chua.

IEEE Multim., 2012

Oracle in Image Search: A Content-Based Approach to Performance Prediction

Liqiang Nie, Meng Wang, Zheng-Jun Zha, Tat-Seng Chua.

ACM Trans. Inf. Syst., 2012

Parallel Lasso for Large-Scale Video Concept Detection

Bo Geng, Yangxi Li, Dacheng Tao, Meng Wang, Zheng-Jun Zha, Chao Xu.

IEEE Trans. Multim., 2012

Robust Non-negative Graph Embedding: Towards noisy data, unreliable graphs, and noisy labels

Hanwang Zhang, Zheng-Jun Zha, Shuicheng Yan, Meng Wang, Tat-Seng Chua.

CVPR, 2012

Semantic-Gap-Oriented Active Learning for Multilabel Image Annotation

Jinhui Tang, Zheng-Jun Zha, Dacheng Tao, Tat-Seng Chua.

IEEE Trans. Image Process., 2012

Text Mining in Multimedia

Zheng-Jun Zha, Meng Wang, Jialie Shen, Tat-Seng Chua.

Mining Text Data, 2012

The 4th International Conference on Internet Multimedia Computing and Service, ICIMCS '12, Wuhan, China, September 9-11, 2012

.

ICIMCS, 2012

Topology Adaptation Based on Mobile Agent in Unstructured P2P Networks

Xiangjun Shen, PeiYing Gu, Zheng-Jun Zha, Jiming Chen.

PCM, 2012

Video Browser Showdown by NUS

Jin Yuan, Huan-Bo Luan, Dejun Hou, Han Zhang, Yan-Tao Zheng, Zheng-Jun Zha, Tat-Seng Chua.

MMM, 2012

Visual query attributes suggestion

Jingwen Bian, Zheng-Jun Zha, Hanwang Zhang, Qi Tian, Tat-Seng Chua.

ACM Multimedia, 2012

k-Partite graph reinforcement and its application in multimedia information retrieval

Yue Gao, Meng Wang, Rongrong Ji, Zheng-Jun Zha, Jialie Shen.

Inf. Sci., 2012

Aspect Ranking: Identifying Important Product Aspects from Online Consumer Reviews

Jianxing Yu, Zheng-Jun Zha, Meng Wang, Tat-Seng Chua.

ACL, 2011

Difficulty guided image retrieval using linear multiview embedding

Yangxi Li, Bo Geng, Zheng-Jun Zha, Dacheng Tao, Linjun Yang, Chao Xu.

ACM Multimedia, 2011

Domain-Assisted Product Aspect Hierarchy Generation: Towards Hierarchical Organization of Unstructured Consumer Reviews

Jianxing Yu, Zheng-Jun Zha, Meng Wang, Kai Wang, Tat-Seng Chua.

EMNLP, 2011

Hierarchical organization of unstructured consumer reviews

Jianxing Yu, Zheng-Jun Zha, Meng Wang, Tat-Seng Chua.

WWW (Companion Volume), 2011

Integrating rich information for video recommendation with multi-task rank aggregation

Xiaojian Zhao, Guangda Li, Meng Wang, Jin Yuan, Zheng-Jun Zha, Zhoujun Li, Tat-Seng Chua.

ACM Multimedia, 2011

Learning "verb-object" concepts for semantic image annotation

Xinming Zhang, Zheng-Jun Zha, Changsheng Xu.

ACM Multimedia, 2011

Learning concept bundles for video search with complex queries

Jin Yuan, Zheng-Jun Zha, Yan-Tao Zheng, Meng Wang, Xiangdong Zhou, Tat-Seng Chua.

ACM Multimedia, 2011

Less is More: Efficient 3-D Object Retrieval With Query View Selection

Yue Gao, Meng Wang, Zheng-Jun Zha, Qi Tian, Qionghai Dai, Naiyao Zhang.

IEEE Trans. Multim., 2011

Locally regressive G-optimal design for image retrieval

Zheng-Jun Zha, Yan-Tao Zheng, Meng Wang, Fei Chang, Tat-Seng Chua.

ICMR, 2011

Matching Content-based Saliency Regions for partial-duplicate image retrieval

Liang Li, Zhipeng Wu, Zheng-Jun Zha, Shuqiang Jiang, Qingming Huang.

ICME, 2011

Mining Travel Patterns from GPS-Tagged Photos

Yan-Tao Zheng, Yiqun Li, Zheng-Jun Zha, Tat-Seng Chua.

MMM (1), 2011

Multimedia answering: enriching text QA with media information

Liqiang Nie, Meng Wang, Zheng-Jun Zha, Guangda Li, Tat-Seng Chua.

SIGIR, 2011

Optimizing multimodal reranking for web image search

Hao Li, Meng Wang, Zhisheng Li, Zheng-Jun Zha, Jialie Shen.

SIGIR, 2011

Product comparison using comparative relations

Si Li, Zheng-Jun Zha, Zhaoyan Ming, Meng Wang, Tat-Seng Chua, Jun Guo, Weiran Xu.

SIGIR, 2011

Query expansion by spatial co-occurrence for image retrieval

Yingfei Li, Bo Geng, Zheng-Jun Zha, Yangxi Li, Dacheng Tao, Chao Xu.

ACM Multimedia, 2011

Research and applications on georeferenced multimedia: a survey

Yan-Tao Zheng, Zheng-Jun Zha, Tat-Seng Chua.

Multim. Tools Appl., 2011

Semi-automatic Flickr Group Suggestion

Junjie Cai, Zheng-Jun Zha, Qi Tian, Zengfu Wang.

MMM (2), 2011

ShotTagger: tag location for internet videos

Guangda Li, Meng Wang, Yan-Tao Zheng, Haojie Li, Zheng-Jun Zha, Tat-Seng Chua.

ICMR, 2011

Utilizing Related Samples to Enhance Interactive Concept-Based Video Search

Jin Yuan, Zheng-Jun Zha, Yan-Tao Zheng, Meng Wang, Xiangdong Zhou, Tat-Seng Chua.

IEEE Trans. Multim., 2011

Evaluation of histogram based interest point detector in web image classification and search

Junjie Cai, Zheng-Jun Zha, Yinghai Zhao, Zengfu Wang.

ICME, 2010

Joint Learning of Labels and Distance Metric

Bo Liu, Meng Wang, Richang Hong, Zheng-Jun Zha, Xian-Sheng Hua.

IEEE Trans. Syst. Man Cybern. Part B, 2010

Mediapedia: Mining Web Knowledge to Construct Multimedia Encyclopedia

Richang Hong, Jinhui Tang, Zheng-Jun Zha, Zhiping Luo, Tat-Seng Chua.

MMM, 2010

TRECVID 2010 Known-item Search by NUS

Xiangyu Chen, Jin Yuan, Liqiang Nie, Zheng-Jun Zha, Shuicheng Yan, Tat-Seng Chua.

TRECVID, 2010

Utilizing related samples to learn complex queries in interactive concept-based video search

Jin Yuan, Zheng-Jun Zha, Zhengdong Zhao, Xiangdong Zhou, Tat-Seng Chua.

CIVR, 2010

Visual query suggestion: Towards capturing user intent in internet image search

Zheng-Jun Zha, Linjun Yang, Tao Mei, Meng Wang, Zengfu Wang, Tat-Seng Chua, Xian-Sheng Hua.

ACM Trans. Multim. Comput. Commun. Appl., 2010

Which Tags Are Related to Visual Content?

Yinghai Zhao, Zheng-Jun Zha, Shanshan Li, Xiuqing Wu.

MMM, 2010

团队发布首个百万级 UAV 指代目标定位数据集，相关工作发表于 T-PAMI 期刊

团队在 ICLR 2026 和 CVPR 2026 上发表多篇论文

团队傅雪阳教授获中国图象图形学学会（CSIG）青年科学家奖

实验室简介 (About MILab)

实验室新闻 (Lab News)

最新成果 (Latest Results)

合作机构 (Partners)

实验室新闻 (Lab News)

核心研究方向 (Research Areas)

多模态内容理解与生成

复杂媒体内容分析与增强

具身智能感知与交互

神经形态视觉计算

多模态内容理解与生成

1）以人为中心的多模态感知与理解

近期工作

Mamba-Driven Comprehensive Context Learning for Zero-Shot HOI Detection

SIGMAN:Scaling 3D Human Gaussian Generation with Millions of Assets

EgoChoir: Capturing 3D Human-Object Interaction Regions from Egocentric Views

2）复杂内容多模态高效生成

近期工作

Towards Sequence Modeling Alignment between Tokenizer and Autoregressive Model

Gloria: Consistent Character Video Generation via Content Anchors

Improved Video VAE for Latent Video Diffusion Model

3）智能体与多模态推理研究

近期工作

WeMMU: Enhanced Bridging of Vision-Language Models and Diffusion Models via Noisy Query Tokens

Agentic Jigsaw Interaction Learning for Enhancing Visual Perception and Reasoning in Vision-Language Models

MMAR: Towards Lossless Multi-Modal Auto-Regressive Probabilistic Modeling

复杂媒体内容增强与分析

1）低质量视觉智能增强与分析

近期工作

SkyFind: A Large-Scale Benchmark Unveiling Referring Expression Comprehension for UAV

Bayesian Window Transformer for Image Restoration

Efficient Test-time Adaptive Object Detection via Sensitivity-Guided Pruning

2）脑显微影像中的神经元三维重建和形态分析

近期工作

Graph Representation Learning for Large-Scale Neuronal Morphological Analysis

BioSAM: Generating SAM Prompts From Superpixel Graph for Biological Instance Segmentation

具身感知与交互

1）空间理解与生成

近期工作

ViewPoint: Panoramic Video Generation with Pretrained Diffusion Models

SIGMAN:Scaling 3D Human Gaussian Generation with Millions of Assets

IMLS-Splatting: Efficient Mesh Reconstruction from Multi-view Images via Point Representation

2）具身技能理解与学习

近期工作

TOUCH: Text-guided Controllable Generation of Free-Form Hand-Object Interactions

HERO: Human Reaction Generation from Videos

GREAT: Geometry-Intention Collaborative Inference for Open-Vocabulary 3D Object Affordance Grounding

神经形态视觉计算

基于神经拟态视觉的复杂场景解析

近期工作

Event-based Visual Deformation Measurement

EMoTive: Event-guided Trajectory Modeling for 3D Motion Estimation

EF-3DGS: Event-Aided Free-Trajectory 3D Gaussian Splatting

实验室负责人 (Director)

查正军 教授 / 博士生导师

核心骨干 (Team Members)

陈雪锦

赵峰

傅雪阳

康奇宇

曹洋

刘嘉威

翟伟

在读学生 (Current Students)

朱佳莹

陈进泽

谢璟毅

王堃宇

葛成杰

杨健

韩晗

赵萌生

孙智璟

马雨昕

张强

张凡瑞

卢帆

查正军教授 / 博士生导师

陈雪锦教授 / 博士生导师

赵峰教授 / 博士生导师

傅雪阳特任教授 / 博士生导师

康奇宇特任教授 / 博士生导师

曹洋副教授 / 博士生导师

刘嘉威副教授 / 硕士生导师

翟伟特任副研究员 / 硕士生导师