Welcome to Haoliang Zhou (周浩樑)’s homepage
🧍♂️ Biography
I am currently a second-year Ph.D. student at IMAC Lab, Tianjin University of Technology, where I am supervised by Prof. Changsheng Xu (徐常胜, 国家杰青, IEEE/IAPR/CCF Fellow) and Prof. Feifei Zhang (张飞飞). Before that, I received the B.S. and M.S. degree in the Jiangsu University of Science and Technology, advised by Prof. Shucheng Huang (黄树成) in 2021 and 2024, respectively.
Research Interests: My primary research interests are centered around multimodal learning and computer vision, specifically focusing on: Composed Image Retrieval, Multimodal Large Language Model, Test-Time Adaptation, Continual Learning, and Facial Expression Recognition.
🔥 News
- 2025.11: 🎉🎉 One paper is accepted by the AAAI 2026 conference. (CCF-A)
- 2025.10: 🎉🎉 One paper is accepted by the IEEE TIP journal. (SCI, Q1, IF=13.7, CCF-A)
- 2024.12: 🎉🎉 Two papers are accepted by the Neurocomputing journal. (SCI, Q1, IF=6.5)
- 2024.07: 🎉🎉 One paper is accepted by the IEEE TCSVT journal. (SCI, Q1, IF=11.1, CCF-B)
- 2023.12: 🎉🎉 I am awarded National Scholarship.
📝 Publications
Duplex Rewards Optimization for Test-Time Composed Image Retrieval
AAAI Conference on Artificial Intelligence (AAAI), 2026
Haoliang Zhou, Feifei Zhang, Changsheng Xu
CCF-A
Dual Uncertainty-aware Correspondence Adapting and Retaining for Continual Composed Image Retrieval
IEEE Transactions on Image Processing (TIP), 2025
Haoliang Zhou, Feifei Zhang, Changsheng Xu
SCI, JCR Q1, IF=13.7, CCF-A
CEPrompt: Cross-Modal Emotion-Aware Prompting for Facial Expression Recognition
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2024
Haoliang Zhou, Feifei Zhang, Shucheng Huang, Changsheng Xu
SCI, JCR Q1, IF=11.1, CCF-B
UA-FER: Uncertainty-aware Representation Learning for Facial Expression Recognition
Neurocomputing, 2024
Haoliang Zhou, Shucheng Huang, Yuqiao Xu
SCI, JCR Q1, IF=6.5, CCF-C
Neurocomputing, 2024
Jingting Li, Haoliang Zhou, Yu Qian, Zizhao Dong, Sujing Wang
SCI, JCR Q1, IF=6.5, CCF-C
IncepTR: Micro-Expression Recognition Integrating Inception-CBAM and Vision Transformer
Multimedia Systems, 2023
Haoliang Zhou, Shucheng Huang, Yuqiao Xu
SCI, JCR Q1, IF=3.5, CCF-C
Dual-ATME: Dual-branch Attention Network for Micro-Expression Recognition
Entropy, 2023
Haoliang Zhou, Shucheng Huang, Jingting Li, Sujing Wang
SCI, JCR Q2, IF=2.1
- Emotion-aware Adaptation of CLIP model for Facial Expression Recognition, Jing Huan, Mingxing Li, Haoliang Zhou. Artificial Intelligence Review, 2025 (SCI, JCR Q1, IF=13.9)
- PSN: Parallel Spatiotemporal Network to Recognize Micro-Expression, Jingting Li, Sujing Wang, Yong Wang, Haoliang Zhou, Xiaolan Fu, Neurocomputing, 2025 (SCI, JCR Q1, IF=6.5, CCF-C)
- CA-CLIP: Category-aware Adaptation of CLIP Model for Few-Shot Class-Incremental Learning, Yuqiao Xu, Shucheng Huang, Haoliang Zhou, Multimedia Systems, 2024 (SCI, JCR Q1, IF=3.5, CCF-C)
- Multi-modal Knowledge-Enhanced Fine-Grained Image Classification, Suyan Cheng, Feifei Zhang, Haoliang Zhou, Changsheng Xu, PRCV, 2024 (EI, CCF-C)
- Survey of Self-Supervised Visual Representation Learning, Haoliang Zhou, Shucheng Huang, Yifan Jiao, Computer Application Research, 2022 (CSCD)
🏆 Honors and Awards
- 2024.12 Tianjin University of Technology, First-Class Academic Scholarship.
- 2024.06 Jiangsu University of Science and Technology, Outstanding Graduate (Top 3%), First-Class Academic Scholarship.
- 2023.12 China National Scholarship (Top 3%).
- 2023.10 Jiangsu University of Science and Technology, Outstanding Postgraduate Pacesetter (Top 1.5%), First-Class Academic Scholarship.
- 2022.10 Jiangsu Province Postgraduate Mathematical Modeling Competition, Provincial Third Prize.
- 2022.10 China University Computer Competition Network Technology Challenge, Provincial Third Prize.
- 2021.06 Jiangsu University of Science and Technology, Outstanding Graduate (Top 3%), First-Class Academic Scholarship.
🎓 Educations
- 2024.09 - Now, Ph.D. Tianjin University of Technology, Computer Science and Technology.
- 2021.09 - 2024.06, M.S. Jiangsu University of Science and Technology, Software Engineering.
- 2018.09 - 2019.01, V.S. California State University San Bernardino, Management Information System.
- 2017.09 - 2021.06, B.S. Jiangsu University of Science and Technology, Information Management and Information System.
📖 Research Experience
- 2024.09-Now, Multimedia Computing Group (MMC), MAIS, Institute of Automation, Chinese Academy of Sciences.
- Working on: Composed Image Retrieval, Multimodal Large Language Model, Test-Time Adaptation, Continual Learning
- Advisers: Prof. Changsheng Xu (徐常胜, IEEE/IAPR/CCF Fellow) and Prof. Feifei Zhang (张飞飞)
- 2023.03-2024.06, Intelligent Media Analysis and Computation Lab (IMAC Lab), Tianjin University of Technology.
- Working on: Facial Expression Recognition, Vision-Language Model, Multimedia Computing
- Advisers: Prof. Changsheng Xu (徐常胜, IEEE/IAPR/CCF Fellow) and Prof. Feifei Zhang (张飞飞)
- 2021.07-2023.03, Micro-Expression Laboratory (MELAB), Institute of Psychology, Chinese Academy of Sciences.
- Worked on: Micro-Expression Recognition, Contrastive Learning, Self-Supervised Learning
- Advisers: Associate Prof. Su-jing Wang (王甦菁), Associate Prof. Jingting Li (李婧婷)
🙋 Services
- Journal Reviewer: IEEE TPAMI/TCSVT/TMM, MMSJ, SPIC, AJSE, SIVP
- Conference Reviewer: IEEE CVPR/ICCV/ICME, AAAI, ACM MM, ChinaMM
📰 Other Project
- 2022.03-2023.03, Micro Expression Recognition based on Transformer and Cross Modal Feature Fusion
- Jiangsu Postgraduate Scientific Research Innovation Plan Project, Project Leader
- 2024.01-2027.12, Incremental Retrieval for Cross-Media Query
- National Natural Science Foundation of China, Member
- 2023.01-2026.12, Pedestrian Detection via Robust Object Appearance Modeling
- National Natural Science Foundation of China, Member
- 2018.01-2021.02, Visual Tracking via Robust Object Appearance Modeling
- National Natural Science Foundation of China, Member
- 2019.06-2020.06, MVC-based Software Design and Development of Employment App
- Jiangsu Student Innovation and Entrepreneurship Program, Member