百晓学者学者目录

王正

助理教授、博士生导师、博导、教授、研究员，武汉大学

精选作品

期刊论文

2026

From Calibration to Refinement: Seeking Certainty via Probabilistic Evidence Propagation for Noisy-Label Person Re-Identification

Xin Yuan, Zhiyong Zhang, Xin Xu, Zheng Wang, Chia‐Wen Lin

IEEE Transactions on Multimedia

DOI

2026

REACT: Relation-Aware Class Activation-Guided Mixture-of-Experts for Spatio-Temporal Triplet Recognition

Bohan Qu, Yuhao Xiao, Wenxuan Liu, Wenbo Zheng, Zheng Wang, Xian Zhong, Bin Sheng

IEEE Transactions on Medical Imaging

DOI

2025

空—地多视角行为识别的判别信息增量学习方法

刘文璇，钟忺，徐晓玉，周卓，江奎，王正，白翔

《中国图象图形学报》

2025

一种基于降质学习的低光照图像增强方法

江奎，王中元，黄文心，贾雪梅，王正，胡瑞敏

《小型微型计算机系统》

DOI

2025

Multi-Granularity Distribution Alignment for Cross-Domain Crowd Counting

Xian Zhong, Lingyue Qiu, Huilin Zhu, Jingling Yuan, Shengfeng He, Zheng Wang

IEEE Transactions on Image Processing

DOI

2025

SegTraj: A Segmented-Trajectory-Aware Spatio-Temporal Graph Convolutional Network for Social Group Detection

Xiongwei Dang, Wenxuan Liu, Xian Zhong, Zheng Wang

ACM International Conference on Multimedia (ACM MM)

DOI

2025

SPAN: Continuous Modeling of Suspicion Progression for Temporal Intention Localization

Xinyi Hu, Yuran Wang, Ruixu Zhang, Y.P. Li, Wenxuan Liu, Zheng Wang

ACM International Conference on Multimedia (ACM MM)

DOI

2025

A New Dataset and Benchmark for Grounding Multimodal Misinformation

Bingjian Yang, Danni Xu, Kaipeng Niu, Wenxuan Liu, Zheng Wang, Mohan Kankanhalli

ACM International Conference on Multimedia (ACM MM)

DOI

2025

Beyond the Individual: Introducing Group Intention Forecasting with SHOT Dataset

Ruixu Zhang, Yuran Wang, Xinyi Hu, Chaoyu Mai, Wenxuan Liu, Danni Xu, Xian Zhong, Zheng Wang

ACM International Conference on Multimedia (ACM MM)

DOI

2025

The ACM Multimedia 2025 Grand Challenge of Truthful and Responsible Multimodal Learning

Xudong Han, Kai Liu, Yanlin Li, Hao Li, Zheng Wang

ACM International Conference on Multimedia (ACM MM)

DOI

2025

Clothing Purification with Causality Meets Vision-Language Pretraining Models

Zhengwei Yang, Huilin Zhu, Nan Lei, Basura Fernando, Zheng Wang

International Journal of Computer Vision

DOI

2025

Motion-Consistent Representation Learning for UAV-Based Action Recognition

Wenxuan Liu, Xian Zhong, Yihan Dai, Xuemei Jia, Zheng Wang, Shin’ichi Satoh

IEEE Transactions on Intelligent Transportation Systems

DOI

2025

Unified Category and Style Generalization for Instance-Level Sketch Retrieval

Zechao Hu, Zhengwei Yang, Hao Li, Yixiong Zou, Fengbin Zhu, Zheng Wang

International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)

DOI

2025

Beyond Preferences: Enriching User Profiles for Effective E-commerce Recommendations

XU Jingyu, Zhengwei Yang, Zheng Wang

IEEE International Symposium on Circuits and Systems proceedings

DOI

2025

Mix-Modality Person Re-Identification: A New and Practical Paradigm

Wei Liu, Xin Xu, Hua Chang, Xin Yuan, Zheng Wang

ACM Transactions on Multimedia Computing Communications and Applications

DOI

2025

Contrastive-Generative-Contrastive: Neutralize Subjectivity in Sketch Re-Identification

Zechao Hu, Zhengwei Yang, Hao Li, Zheng Wang

IEEE Transactions on Information Forensics and Security

DOI

2024

图像复原中自注意力和卷积的动态关联学习

江奎，贾雪梅，黄文心，王文兵，王正，江俊君

《中国图象图形学报》

2024

Bi-Causal: Group Activity Recognition via Bidirectional Causality

Youliang Zhang, Wenxuan Liu, Danni Xu, Zhuo Zhou, Zheng Wang

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2024

UniParser: Multi-Human Parsing With Unified Correlation Representation Learning

Jiaming Chu, Lei Jin, Yinglei Teng, Jianshu Li, Yunchao Wei, Zheng Wang, Junliang Xing, Shuicheng Yan, Jian Cun Zhao

IEEE Transactions on Image Processing

DOI

2024

Zero-Shot Object Counting with Good Exemplars

Huilin Zhu, Jingling Yuan, Zhengwei Yang, Yu Guo, Zheng Wang, Xian Zhong, Shengfeng He

Lecture notes in computer science

DOI

2024

Heterophilic Graph Invariant Learning for Out-of-Distribution of Fraud Detection

Lingfei Ren, Ruimin Hu, Zheng Wang, Yilin Xiao, Dengshi Li, Junhang Wu, Yilong Zang, Jinzhang Hu, Zijun Huang

ACM International Conference on Multimedia (ACM MM)

DOI

2024

Predicting the Unseen: A Novel Dataset for Hidden Intention Localization in Pre-abnormal Analysis

Zehao Qi, Ruixu Zhang, Xinyi Hu, Wenxuan Liu, Zheng Wang

ACM International Conference on Multimedia (ACM MM)

DOI

2024

Pixel-REfocused Navigated Tri-margin for Semi-supervised Action Detection

Wenxuan Liu, Shilei Zhao, Xiyu Han, Aoyu Yi, Kui Jiang, Zheng Wang, Xian Zhong

DOI

2024

Assess and Guide: Multi-modal Fake News Detection via Decision Uncertainty

Jie Wu, Danni Xu, Wenxuan Liu, Joey Tianyi Zhou, Yew-Soon Ong, Siyuan Hu, Hongyuan Zhu, Zheng Wang

DOI

2024

MIS '24: 1st ACM Multimedia Workshop on Multi-modal Misinformation Governance in the Era of Foundation Models

Shaojing Fan, Zheng Wang, Rui Shao, Song Bai, Hongyuan Zhu, Liqiang Nie, Shin’ichi Satoh

DOI

2024

MORE'24 Multimedia Object Re-ID: Advancements, Challenges, and Opportunities

Zhedong Zheng, Yaxiong Wang, Xuelin Qian, Zhun Zhong, Zheng Wang, Liang Zheng

International Conference on Multimedia Retrieval

DOI

2024

Contributing Dimension Structure of Deep Feature for Coreset Selection

Zhijing Wan, Zhixiang Wang, Yuran Wang, Zheng Wang, Hongyuan Zhu, Shin’ichi Satoh

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2023

红外—可见光跨模态的行人检测综述

别倩，王晓，徐新，赵启军，王正，陈军，胡瑞敏

《中国图象图形学报》

2023

面向视觉数据处理与分析的解耦表示学习综述

李雅婷，肖晶，廖良，王正，陈文益，王密

《中国图象图形学报》

2023

Find Gold in Sand: Fine-Grained Similarity Mining for Domain-Adaptive Crowd Counting

Huilin Zhu, Jingling Yuan, Xian Zhong, Liang Liao, Zheng Wang

IEEE Transactions on Multimedia

DOI

2023

Good is Bad: Causality Inspired Cloth-debiasing for Cloth-changing Person Re-identification

Zhengwei Yang, Meng Shan Lin, Xian Zhong, Yu Wu, Zheng Wang

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2023

Win-Win by Competition: Auxiliary-Free Cloth-Changing Person Re-Identification

Zhengwei Yang, Xian Zhong, Zhun Zhong, Hong Liu, Zheng Wang, Shin’ichi Satoh

IEEE Transactions on Image Processing

DOI

2023

Dual-Recommendation Disentanglement Network for View Fuzz in Action Recognition

Wenxuan Liu, Xian Zhong, Zhuo Zhou, Kui Jiang, Zheng Wang, Chia‐Wen Lin

IEEE Transactions on Image Processing

DOI

2023

From Multi-Source Virtual to Real: Effective Virtual Data Search for Vehicle Re-Identification

Zhijing Wan, Xin Xu, Zheng Wang, Zhixiang Wang, Ruimin Hu

IEEE Transactions on Intelligent Transportation Systems

DOI

2023

DAOT: Domain-Agnostically Aligned Optimal Transport for Domain-Adaptive Crowd Counting

Huilin Zhu, Jingling Yuan, Xian Zhong, Zhengwei Yang, Zheng Wang, Shengfeng He

ACM International Conference on Multimedia (ACM MM)

DOI

2023

Striking a Balance: Unsupervised Cross-Domain Crowd Counting via Knowledge Diffusion

Haiyang Xie, Zhengwei Yang, Huilin Zhu, Zheng Wang

ACM International Conference on Multimedia (ACM MM)

DOI

2023

Beyond Domain Gap: Exploiting Subjectivity in Sketch-Based Person Retrieval

Kejun Lin, Zhixiang Wang, Zheng Wang, Yinqiang Zheng, Shin’ichi Satoh

ACM International Conference on Multimedia (ACM MM)

DOI

2023

Collaborative Fraud Detection: How Collaboration Impacts Fraud Detection

Jinzhang Hu, Ruimin Hu, Zheng Wang, Dengshi Li, Junhang Wu, Lingfei Ren, Yilong Zang, Zijun Huang, Mei Wang

ACM International Conference on Multimedia (ACM MM)

DOI

2023

Uncovering the Unseen: Discover Hidden Intentions by Micro-Behavior Graph Reasoning

Zhuo Zhou, Wenxuan Liu, Danni Xu, Zheng Wang, Jian Cun Zhao

ACM International Conference on Multimedia (ACM MM)

DOI

2023

Cross-Illumination Video Anomaly Detection Benchmark

Dongliang Zhu, Ruimin Hu, Shengli Song, Xiang Guo, Xixi Li, Zheng Wang

ACM International Conference on Multimedia (ACM MM)

DOI

2023

A Survey of Dataset Refinement for Problems in Computer Vision Datasets

Zhijing Wan, Zhixiang Wang, Cheukting Chung, Zheng Wang

ACM Computing Surveys

DOI

2023

Implicit Attention-Based Cross-Modal Collaborative Learning for Action Recognition

Jianghao Zhang, Xian Zhong, Wenxuan Liu, Kui Jiang, Zhengwei Yang, Zheng Wang

Proceedings - International Conference on Image Processing

DOI

2023

Don't Ignore Alienation and Marginalization: Correlating Fraud Detection

Yilong Zang, Ruimin Hu, Zheng Wang, Danni Xu, Jia Xin Wu, Dengshi Li, Junhang Wu, Lingfei Ren

International Joint Conference on Artificial Intelligence

DOI

2023

Visual Exposes You: Pedestrian Trajectory Prediction Meets Visual Intention

Xian Zhong, Yan Xu, Zhengwei Yang, Wenxin Huang, Kui Jiang, Ryan Wen Liu, Zheng Wang

IEEE Transactions on Intelligent Transportation Systems

DOI

2023

OSAP‐Loss: Efficient optimization of average precision via involving samples after positive ones towards remote sensing image retrieval

Xin Yuan, Xin Xu, Xiao Wang, Kai Zhang, Liang Liao, Zheng Wang, Chia‐Wen Lin

CAAI Transactions on Intelligence Technology

DOI

2023

Searching Parameterized Retrieval & Verification Loss for Re-Identification

Xin Yuan, Xin Xu, Zheng Wang, Kai Zhang, Wei Liu, Ruimin Hu

IEEE Journal of Selected Topics in Signal Processing

DOI

2023

Privacy-Protected Person Re-Identification via Virtual Samples

Yutian Lin, Xiaoyang Guo, Zheng Wang, Bo Du

IEEE Transactions on Information Forensics and Security

DOI

2023

A review of disentangled representation learning for visual data processing and analysis

Yating Li, Jing Xiao, Liang Liao, Zheng Wang, Wenyi Chen, Mi Wang

Journal of Image and Graphics

DOI

2022

Next-point-of-interest recommendation based on joint mining of regularity and randomness

Xixi Li, Ruimin Hu, Zheng Wang

Knowledge-Based Systems

DOI

2022

Towards generalizable person re-identification with a bi-stream generative model

Xin Xu, Wei Liu, Zheng Wang, Ruimin Hu, Qi Chuan Tian

Pattern Recognition

DOI

2022

Discovering regression-detection bi-knowledge transfer for unsupervised cross-domain crowd counting

Yuting Liu, Zheng Wang, Miaojing Shi, Shin’ichi Satoh, Qijun Zhao, Hongyu Yang

Neurocomputing

DOI

2022

Geo-Localization via Ground-to-Satellite Cross-View Image Retrieval

Zelong Zeng, Zheng Wang, Fan Yang, Shin’ichi Satoh

IEEE Transactions on Multimedia

DOI

2022

Sampling and Re-Weighting: Towards Diverse Frame Aware Unsupervised Video Person Re-Identification

Pengyu Xie, Xin Xu, Zheng Wang, Toshihiko Yamasaki

IEEE Transactions on Multimedia

DOI

2022

Fine-Grained Fragment Diffusion for Cross Domain Crowd Counting

Huilin Zhu, Jingling Yuan, Zhengwei Yang, Xian Zhong, Zheng Wang

ACM International Conference on Multimedia (ACM MM)

DOI

2022

Multimedia Content Understanding in Harsh Environments

Zheng Wang, Dan Xu, Zhedong Zheng, Kui Jiang

ACM International Conference on Multimedia (ACM MM)

DOI

2022

Towards Causality Inference for Very Important Person Localization

Xiao Wang, Zheng Wang, Wu Liu, Xin Xu, Qijun Zhao, Shin’ichi Satoh

ACM International Conference on Multimedia (ACM MM)

DOI

2022

Global Temporal Attention Optimization for Human Trajectory Prediction

Xu Yan, Xian Zhong, Zhengwei Yang, Rui Zhang, Wenxin Huang, Zheng Wang

Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics

DOI

2022

Beyond the Parts: Learning Coarse-to-Fine Adaptive Alignment Representation for Person Search

Wenxin Huang, Xuemei Jia, Xian Zhong, Xiao Wang, Kui Jiang, Zheng Wang

ACM Transactions on Multimedia Computing Communications and Applications

DOI

2022

Attentive Decoupling Network for Cloth-Changing Re-Identification

Zhengwei Yang, Xian Zhong, Hong Liu, Zhun Zhong, Zheng Wang

IEEE International Conference on Multimedia and Expo (ICME)

DOI

2022

Self-Mimic Mutual-Distillation for Cross-Modality Person Re-Identification

Demao Zhang, Ming Hong, Ye Zhou, Zheng Wang, Zhizhong Zhang, Xiaotong Luo, Yuan Xie, Yanyun Qu

IEEE International Conference on Multimedia and Expo (ICME)

DOI

2022

ELMA: Energy-Based Learning for Multi-Agent Activity Forecasting

Yuke Li, Pin Wang, Lixiong Chen, Zheng Wang, Ching‐Yao Chan

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2022

Rank-in-Rank Loss for Person Re-identification

Xin Xu, Xin Yuan, Zheng Wang, Kai Zhang, Ruimin Hu

ACM Transactions on Multimedia Computing Communications and Applications

DOI

2022

VCD: View-Constraint Disentanglement for Action Recognition

Xian Zhong, Zhuo Zhou, Wenxuan Liu, Kui Jiang, Xuemei Jia, Wenxin Huang, Zheng Wang

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2022

Vehicle Re-Identification with Spatio-Temporal Model Leveraging by Pose View Embedding

Wenxin Huang, Xian Zhong, Xuemei Jia, Wenxuan Liu, Meng Feng, Zheng Wang, Shin’ichi Satoh

Electronics

DOI

2022

Visible-Infrared Person Re-Identification: A Comprehensive Survey and a New Setting

Huantao Zheng, Xian Zhong, Wenxin Huang, Kui Jiang, Wenxuan Liu, Zheng Wang

Electronics

DOI

2022

Efficient virtual data search for annotation‐free vehicle reidentification

Zhijing Wan, Xin Xu, Zheng Wang, Toshihiko Yamasaki, Xiaolong Zhang, Ruimin Hu

International Journal of Intelligent Systems

DOI

2022

Towards Robust Person Re-Identification by Defending Against Universal Attackers

Fengxiang Yang, Juanjuan Weng, Zhun Zhong, Hong Liu, Zheng Wang, Zhiming Luo, Donglin Cao, Shaozi Li, Shin’ichi Satoh, Nicu Sebe

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2022

Continuous and Unified Person Re-Identification

Zhu Mao, Xiao Wang, Xin Xu, Zheng Wang, Chia‐Wen Lin

IEEE Signal Processing Letters

DOI

2021

基于图像和视频信息的社交关系理解研究综述

王正，吴斌，王文哲，滕一阳，帅杰，肖云鹏，白婷

《计算机学报》

2021

Unsupervised Vehicle Search in the Wild

Xian Zhong, Shilei Zhao, Xiao Wang, Kui Jiang, Wenxuan Liu, Wenxin Huang, Zheng Wang

ACM International Conference on Multimedia (ACM MM)

DOI

2020

多源数据行人重识别研究综述

叶钰，王正，梁超，韩镇，陈军，胡瑞敏

《自动化学报》

DOI

2018

Video-Based Person Re-Identification via Self Paced Weighting

Wenjun Huang, Chao Chu Liang, Yi Yu, Zheng Wang, Weijian Ruan, Ruimin Hu

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2017

Equidistance constrained metric learning for person re-identification

Jin Wang, Zheng Wang, Chao Liang, Changxin Gao, Nong Sang

Pattern Recognition

DOI

2017

Statistical Inference of Gaussian-Laplace Distribution for Person Verification

Zheng Wang, Ruimin Hu, Yi Yu, Junjun Jiang, Jiayi Ma, Shin’ichi Satoh

ACM International Conference on Multimedia (ACM MM)

DOI

2016

Contextual Similarity Regularized Metric Learning for person re-identification

Jin Wang, Junkang Zhu, Zheng Wang, Changxin Gao, Nong Sang, Rui Huang

Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition

DOI

2016

Camera Network Based Person Re-identification by Leveraging Spatial-Temporal Constraint and Multiple Cameras Relations

Wenxin Huang, Ruimin Hu, Chao Liang, Yi Yu, Zheng Wang, Xian Zhong, Chunjie Zhang

Lecture notes in computer science

DOI

2016

DeepList: Learning Deep Features With Adaptive Listwise Constraint for Person Reidentification

Jin Wang, Zheng Wang, Changxin Gao, Nong Sang, Rui Huang

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2015

Similarity Learning with Top-heavy Ranking Loss for Person Re-identification

Jin Wang, Nong Sang, Zheng Wang, Changxin Gao

IEEE Signal Processing Letters

DOI

2015

Ranking Optimization for Person Re-identification via Similarity and Dissimilarity

Mang Ye, Chao Liang, Zheng Wang, Qingming Leng, Jun Chen

ACM International Conference on Multimedia (ACM MM)

DOI

2015

Specific Person Retrieval via Incomplete Text Description

Mang Ye, Chao Liang, Zheng Wang, Qingming Leng, Jun Chen, Jun Liu

ACM International Conference on Multimedia Retrieval (ICMR)

DOI

2015

Person Re-identification via Attribute Confidence and Saliency

Jun Liu, Chao Liang, Mang Ye, Zheng Wang, Yang Yang, Zhen Han, Kaimin Sun

Lecture notes in computer science

DOI

2015

Adaptive Margin Nearest Neighbor for Person Re-Identification

Lei Yue Yao, Jun Chen, Yi Yu, Zheng Wang, Wenxin Huang, Mang Ye, Ruimin Hu

Lecture notes in computer science

DOI

2014

Coupled-View Based Ranking Optimization for Person Re-identification

Mang Ye, Jun Chen, Qingming Leng, Chao Liang, Zheng Wang, Kaimin Sun

Lecture notes in computer science

DOI

2014

Sparsity-Based Occlusion Handling Method for Person Re-identification

Bingyue Huang, Jun Chen, Yi‐Min Wang, Chao Liang, Zheng Wang, Kaimin Sun

Lecture notes in computer science

DOI

2014

Person Re-identification Using Data-Driven Metric Adaptation

Zheng Wang, Ruimin Hu, Chao Liang, Junjun Jiang, Kaimin Sun, Qingming Leng, Bingyue Huang

Lecture notes in computer science

DOI

2014

Region-Based Interactive Ranking Optimization for Person Re-identification

Zheng Wang, Ruimin Hu, Chao Liang, Qingming Leng, Kaimin Sun

Lecture notes in computer science

DOI

预印本

2025

Foundation Model Insights and a Multi-Model Approach for Superior Fine-Grained One-shot Subset Selection

Zhijing Wan, Zhixiang Wang, Zheng Wang, Xin Xu, Shin’ichi Satoh

arXiv (Cornell University)

DOI

书籍章节

2016

Person Re-Identification via Multiple Coarse-to-Fine Deep Metrics

Mingfu Xiong, Jun Chen, Zheng Wang, Zhongyuan Wang, Ruimin Hu, Chao Liang, Shi Daming

Frontiers in artificial intelligence and applications

DOI

研究方向

多媒体内容分析与检索大数据分析自然行为与社会理解

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