Jiawei Liu (刘嘉威) is currently an associate research fellow with the Department of Automation, University of Science and Technology of China (中国科学技术大学), working with Prof. Zheng-Jun Zha at Multimodal Intelligence Lab (多模态智能实验室).

I received the B.S. degree from the Hefei University of Technology (HFUT) in 2013, and the Ph.D. degree from the University of Science and Technology of China (USTC) in 2019, respectively. During my PhD, I worked in MSRA as a research intern, under the supervision of Prof. Tao Mei from Oct. 2016 to Jan. 2017. My research interests span Computer Vision, Multimeida Analysis and Deep Learning, including Human-Centric Visual Understanding, Fake Media Content Analysis, Large Vision-Language Model, etc. I have published 40+ papers at the top international AI journals and conferences.

I am currently looking for highly motivated graduate students who are passionate about computer vision, deep learning, and related fields. If you have a strong academic background in mathematics, machine learning, or programming and are eager to engage in innovative research, I warmly invite you to apply to join my research group. Furthermore, if you are interested in exploring opportunities for academic collaboration, please do not hesitate to contact me at jwliu6@ustc.edu.cn.

🔥 News

2025.04: 🎉🎉 One paper on image forgery detection and localizationn is accepted by IJCAI 2025.
2025.02: 🎉🎉 One paper on test-time adaptation is accepted by CVPR 2025.
2025.02: 🎉🎉 One paper on comprehensive image captioning is accepted by CVPR 2025.
2025.01: 🎉🎉 One paper on person re-identification is accepted by TIFS 2025.
2024.12: 🎉🎉 One paper on person re-identification is accepted by CVM 2025.
2024.12: 🎉🎉 One paper on human-object interaction is accepted by AAAI 2025.
2024.10: 🎉🎉 One paper on person re-identification is accepted by ACM TOMM 2024.
2024.08: 🎉🎉 One paper on image forgery localization is accepted by ECCV 2024.
2024.04: 🎉🎉 One paper on person re-identification is accepted by ICME 2024.

📝 Publications

📚 Human-Centric Visual Understanding

CVM 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
AAAI 2025 HOIMamba: Efficient Mamba-based Disentangled Progressive Learning for HOI Detection, Yongchao Xu, Jiawei Liu, Sen Tao, Qiang Zhang, Zheng-Jun Zha
IEEE TIFS 2025 Advancing Visible-Infrared Person Re-Identification: Synergizing Visual-Textual Reasoning and Cross-Modal Feature Alignment, Yuxuan Qiu, Liyang Wang, Wei Song, Jiawei Liu, Zhiping Shi, Na Jiang
ACM TOMM 2024 Noise-Resistance Learning via Multi-Granularity Consistency for Unsupervised Domain Adaptive Person Re-Identification, Yangchun Zhu, Yufei Zheng, Jiawei Liu, Yao Li, Zheng-Jun Zha
ICME 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
IJCV 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
MMM 2024 Cross-Modal Semantic Alignment Learning for Text-Based Person Search, Wenjun Gan, Jiawei Liu, Yangchun Zhu, Yong Wu, Guozhi Zhao, Zheng-Jun Zha
IEEE TMM 2023 Unleashing Knowledge Potential of Source Hypothesis for Source-Free Domain Adaptation, Bingyu Hu, Jiawei Liu, Kecheng Zheng, Zheng-Jun Zha
AAAI 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 Modality-Adaptive Mixup and Invariant Decomposition for RGB-Infrared Person Re-identification, Zhipeng Huang, Jiawei Liu, Liang Li, Kecheng Zheng, Zheng-Jun Zha
CVPR 2022 Temporal Complementarity-Guided Reinforcement Learning for Image-to-Video Person Re-Identification, Wei Wu, Jiawei Liu, Kecheng Zheng, Qibin Sun, Zheng-Jun Zha
ARXIV 2021 Calibrated Feature Decomposition for Generalizable Person Re-Identification, Kecheng Zheng, Jiawei Liu, Wei Wu, Liang Li, Zheng-Jun Zha
ACM MM 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 MM 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
ICME 2021 Adversarial Disentanglement and Correlation Network for Rgb-Infrared Person Re-Identification, Bingyu Hu, Jiawei Liu, Zheng-Jun Zha
IJCAI 2021 Multi-Scale Spatial-Temporal Integration Convolutional Tube for Human Action Recognition, Haoze Wu, Jiawei Liu, Xierong Zhu, Meng Wang, Zheng-Jun Zha
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
ACM MM 2020 Dual Context-Aware Refinement Network for Person Search, Jiawei Liu, Zheng-Jun Zha, Richang Hong, Meng Wang, Yongdong Zhang
ACM MM 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 MM 2020 A Structured Graph Attention Network for Vehicle Re-Identification, Yangchun Zhu, Zheng-Jun Zha, Tianzhu Zhang, Jiawei Liu, Jiebo Luo
ACM MM 2020 Hierarchical Gumbel Attention Network for Text-based Person Search, Kecheng Zheng, Wu Liu, Jiawei Liu, Zheng-Jun Zha, Tao Mei
ARXIV 2020 Temporal Attribute-Appearance Learning Network for Video-based Person Re-Identification, Jiawei Liu, Xierong Zhu, Zheng-Jun Zha
IJCAI 2020 Co-Saliency Spatio-Temporal Interaction Network for Person Re-Identification in Videos, Jiawei Liu, Zheng-Jun Zha, Xierong Zhu, Na Jiang
IEEE TMM 2020 Adversarial Attribute-Text Embedding for Person Search With Natural Language Query, Zheng-Jun Zha, Jiawei Liu, Di Chen, Feng Wu
ACM MM 2019 Deep Adversarial Graph Attention Convolution Network for Text-Based Person Search, Jiawei Liu, Zheng-Jun Zha, Richang Hong, Meng Wang, Yongdong Zhang
IJCAI 2019 Mutually Reinforced Spatio-Temporal Convolutional Tube for Human Action Recognition, Haoze Wu, Jiawei Liu, Zheng-Jun Zha, Zhenzhong Chen, Xiaoyan Sun
ACM TOMM 2019 Dense 3D-Convolutional Neural Network for Person Re-Identification in Videos, Jiawei Liu, Zheng-Jun Zha, Xuejin Chen, Zilei Wang, Yongdong Zhang
MMM 2019 Adaptive Alignment Network for Person Re-identification, Xierong Zhu, Jiawei Liu, Hongtao Xie, Zheng-Jun Zha
CVPR 2019 Adaptive Transfer Network for Cross-Domain Person Re-Identification, Jiawei Liu, Zheng-Jun Zha, Di Chen, Richang Hong, Meng Wang
ACM MM 2018 CA3Net: Contextual-Attentional Attribute-Appearance Network for Person Re-Identification, Jiawei Liu, Zheng-Jun Zha, Hongtao Xie, Zhiwei Xiong, Yongdong Zhang
PCM 2018 Temporal-Contextual Attention Network for Video-Based Person Re-identification, Di Chen, Zheng-Jun Zha, Jiawei Liu, Hongtao Xie, Yongdong Zhang
ACM MM 2016 Multi-Scale Triplet CNN for Person Re-Identification, Jiawei Liu, Zheng-Jun Zha, QI Tian, Dong Liu, Ting Yao, Qiang Ling, Tao Mei

🌱 Fake Media Content Analysis

ECCV 2024 Noise-assisted Prompt Learning for Image Forgery Detection and Localizatio, Dong Li, Jiaying Zhu, Xueyang Fu, Xun Guo, Yidi Liu, Gang Yang, Jiawei Liu, Zheng-Jun Zha
IJCAI 2024 Natural Language-centered Inference Network for Multi-modal Fake News Detection, Qiang Zhang, Jiawei Liu, Fanrui Zhang, Jingyi Xie, Zheng-Jun Zha
WWW 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
IEEE TIFS 2023 Adaptive Texture and Spectrum Clue Mining for Generalizable Face Forgery Detection, Jiawei Liu, Jingyi Xie, Yang Wang, Zheng-Jun Zha
ACM MM 2023 Hierarchical Semantic Enhancement Network for Multimodal Fake News Detection, Qiang Zhang, Jiawei Liu, Fanrui Zhang, Jingyi Xie, Zheng-Jun Zha
ACM MM 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
ARXIV 2023 Knowledge-enhanced Hierarchical Information Correlation Learning for Multi-modal Rumor Detection, Jiawei Liu, Jingyi Xie, Fanrui Zhang, Qiang Zhang, Zheng-Jun Zha
De-Factify2 2023 Unimodal Feature-Enhanced and Cross-Modal Correlation Learning for Multi-Modal Fact Verification, Fanrui Zhang, Qiang Zhang, Jiawei Liu Liu, Sun Esther
CVPR 2023 Edge-Aware Regional Message Passing Controller for Image Forgery Localization, Dong Li, Jiaying Zhu, Menglu Wang, Jiawei Liu, Xueyang Fu, Zheng-Jun Zha
ACM MM 2022 JPEG Compression-aware Image Forgery Localization, Menglu Wang, Xueyang Fu, Jiawei Liu, Zheng-Jun Zha
ARXIV 2022 Label Noise-Resistant Mean Teaching for Weakly Supervised Fake News Detection, Jingyi Xie, Jiawei Liu, Zheng-Jun Zha

🚀 Large Vision-Language Model

ARXIV 2024 TagAlign: Improving Vision-Language Alignment with Multi-Tag Classification, Qinying Liu, Wei Wu, Kecheng Zheng, Zhan Tong, Jiawei Liu, Yu Liu, Wei Chen, Zilei Wang, Yujun Shen | Project
ICCV 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 | Project

🎼 Others

PAIN 2023 Deep Learning–guided Postoperative Pain Assessment in Children, Jihong Fang, Wei Wu, Jiawei Liu, Sicheng Zhang
ACM TOMM 2019 Spatiotemporal-Textual Co-Attention Network for Video Question Answering, Zheng-Jun Zha, Jiawei Liu, Tianhao Yang, Yongdong Zhang

💬 Chinese Patents

2025.03 查正军; 刘嘉威; 徐永超. 一种基于Mamba架构的人物交互检测方法. 发明专利. (专利号：CN202510261091.2)
2024.10 查正军; 刘嘉威; 张凡瑞; 张强. 一种基于实体增强和立场检查的多模态事实核查方法. 发明专利. (专利号：CN202410403673.5)
2024.10 刘嘉威; 赵国治; 吴勇; 贺强; 胡冰玉. 基于特征多样化和域自适应特征选择的鲁棒行人重识别方法. 发明专利. (专利号：CN202410070798.0)
2024.10 刘嘉威; 赵国治; 吴勇; 贺强; 甘文君. 一种基于跨模态语义对齐的文本行人重识别方法. 发明专利. (专利号：CN202410072896.8)
2023.11 查正军; 刘嘉威; 张强; 张凡瑞. 一种基于多层次语义增强的多模态假新闻检测方法. 发明专利. (专利号：CN202311298800.1)
2023.10 查正军; 傅雪阳; 李东; 朱佳莹; 刘嘉威. 基于边缘感知的区域消息传递控制的图像伪造定位方法. 发明专利. (专利号：CN202310346607.4)
2022.10 查正军; 刘嘉威; 王堃宇. 一种基于特征对齐的退化环境下的行人重识别方法. 发明专利. (专利号：CN202210792619.5)
2022.10 查正军; 刘嘉威; 吴蔚. 基于时序补偿引导的强化学习图像-视频行人重识别方法. 发明专利. (专利号：CN202210362412.4)
2022.10 查正军; 刘嘉威; 黄志鹏. 基于高斯过程的去偏批量归一化的鲁棒行人重识别方法. 发明专利. (专利号：CN202210193826.9)
2022.10 查正军; 刘嘉威; 黄志鹏. 基于模态自适应混合和不变性卷积分解的行人重识别方法. 发明专利. (专利号：CN202210155715.9)
2020.10 刘武; 刘嘉威; 梅涛; 郑可成. 检索目标的方法和装置. 发明专利. (专利号：CN202010215923.4)
2019.10 查正军; 刘嘉威. 行人再识别数据生成方法. 发明专利. (专利号：CN201910466234.8)

🎖 Honors and Awards

2024.07, ACM MM2024 Workshop: Micro-Action Analysis Grand Challenge (3rd Place Award)
2023.03, AAAI2023 Workshop: Defactify 2: Multimodal Fake News Detection (4th Place Award)
2022.01, Mozi Distinguished Youth Special Allowance of USTC
2020.01, Special Research Assistantship of CAS
2019.06, CAS Presidential Scholarship
2019.06, Outstanding Graduates Scholarship, USTC
2018.09, Individual Scholarship, USTC
2016.09, Individual Scholarship, USTC

📖 Experiences

Work Experiences:

2021.12 - Present, Associate Research Fellow, USTC, Collaborating with Prof. Zheng-Jun Zha
2019.10 - 2021.11, Postdocral Research Fellow, USTC, Collaborating with Prof. Zheng-Jun Zha and Prof. Yongdong Zhang
2019.08 - 2019.10, Researcher, JD AILab, Working with Prof. Tao Mei and Prof. Wu Liu
2016.10 - 2017.01, Research Intern, MSRA, Under the supervision of Prof. Tao Mei

Educations:

2014.09 - 2019.06, Ph.D. in the Department of Automation, University of Science and Technology of China
2009.08 - 2013.06, B.S. in the Department of Automation, Hefei University of Technology

💻 Fundings

2025.01 - 2028.12, National Natural Science Foundation of China, General Program, PI (基金委面上基金项目, 主持)
2025.01 - 2026.12, USTC Research Funds of the Double First-Class Initiative, PI (校青年创新重点基金项目, 主持)
2022.01 - 2024.12, National Natural Science Foundation of China, Youth Program, PI (基金委青年基金项目, 主持)
2023.06 - 2024.12，China Merchants Bank-USTC Laboratory Collaborative Project，PI (招商银行-中国科大实验室合作项目, 主持)
2021.01 - 2022.12, USTC Research Funds of the Double First-Class Initiative, PI (校青年创新基金项目, 主持)
2021.01 - 2022.12, China Postdoctoral Science Foundation, PI (中国博士后面上基金项目, 主持)
2024.08 - 2028.07, Chinese Academy of Sciences Stable Support Basic Research Youth Team Program, Key Participant (中国科学院稳定支撑基础研究青年团队计划, 参与)
2020.11 - 2023.10, National Key R&D Program of China, Key Participant (科技创新2030-“新一代人工智能”重大项目, 参与)
2020.01 - 2023.12, Joint Funds of the National Natural Science Foundation of China, Key Participant (基金委联合重点基金项目, 参与)
2017.01 - 2021.12，National Key R&D Program of China, Key Participant (国家重点研发计划, 参与)

📸 Professional Activities

Teaching:

2022 Fall, Graduate Course - Computer Vision (计算机视觉)
2023 Fall, Graduate Course - Computer Vision (计算机视觉)
2024 Fall, Graduate Course - Computer Vision (计算机视觉)
2025 Spring, Undergraduate Course - Python and Deep Learning Basics (Python与深度学习基础)

Academic Service:

National Undergraduate Thesis (Design) Random Inspection and Evaluation Expert Database Expert
Member of CSIG Technical Committee on Multimedia

Journal Reviewer:

IEEE Transactions on Pattern Analysis and Machine Intelligence
International Journal of Computer Vision
IEEE Transactions on Multimedia
IEEE Transactions on Cybernetics
IEEE Transactions on Image Processing
IEEE Transactions on Emerging Topics in Computational Intelligence
IEEE Transactions on Neural Networks and Learning Systems
IEEE Transactions on Circuits and Systems for Video Technology
ACM Transactions on Data Science
ACM Transactions on Multimedia Computing Communications and Applications
Neurocomputing
Neural Networks
Image and Vision Computing
Computer Vision and Image Understanding
IEEE Internet of Things Journal
IEEE Signal Processing Letters
Pattern Recognition Letters
IEEE Sensors Letters
Journal of Computer Science and Technology

Conference Area Chair or Senior Program Committee:

Chinese Control Conference

Conference Reviewer or Program Committee:

NeurIPS, CVPR, ICCV, ECCV, ICML, ICLR, ACM MM, IJCAI, AAAI, ICME, PRVC, ACCV