Zheng Zhang

About

Dr. Zheng Zhang is currently with Harbin Institute of Technology, Shenzhen, China. His research interests include Machine Learning and Multimedia, with particular emphasis on multimodal learning, efficient deep learning, and AI security. He has published over 200 technical papers in leading international journals and conferences. Dr. Zhang serves or has served on the editorial boards of several prominent journals, including IEEE TIP, IEEE TIFS, IEEE TAFFC, and Elsevier journals such as INFFUS, IP&M, and INS. He has regularly contributed as an Area Chair for top-tier AI conferences, such as ICML, NeurIPS, CVPR, ICLR, AAAI, and ACM MM.

Employment

• Harbin Institute of Technology Professor
  2024 - Present
• Harbin Institute of Technology Associate Professor
  2019 - 2023
• University of Queensland Research Fellow
  2018 - 2019
• Hong Kong Polytechnic University Research Associate
  2018 - 2018
• Chinese Academy of Sciences Visiting Researcher
  2015 - 2016

Education

• Harbin Institute of Technology PH.D.
  2014 - 2018

Projects & Funding

Projects & funding information is unavailable.

Publications (260)

• Grading-inspired complementary enhancing for multimodal sentiment analysis
  Information Fusion 2026 DOI: 10.1016/j.inffus.2026.104174
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• Dual-Attention Video Representation Learning for Parameter Efficient Text-Video Retrieval
  IEEE Transactions on Multimedia 2026 DOI: 10.1109/TMM.2026.3673509
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• Spatiotemporal-Grounded Vision-Language Reasoning for Compositional Zero-Shot Surgical Video Understanding
  IEEE Transactions on Circuits and Systems for Video Technology 2026 DOI: 10.1109/TCSVT.2026.3728658
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• Contextual Interaction via Primitive-based Adversarial Training for Compositional Zero-shot Learning
  ACM Transactions on Multimedia Computing, Communications, and Applications 2025 DOI: 10.1145/3712596
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• Guest Editorial: Domain Adaptation and Generalization for Biomedical and Health Informatics
  IEEE Journal of Biomedical and Health Informatics 2025 DOI: 10.1109/JBHI.2025.3584659
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• DMLoRA: Dynamic Multi-Subspace Low-Rank Adaptation
  2025 DOI: 10.1145/3701716.3715489
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• Selective Multi-grained Alignment for Text-Video Retrieval
  2025 DOI: 10.1145/3701716.3715525
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• Supervised Information Mining From Weakly Paired Images for Breast IHC Virtual Staining
  IEEE Transactions on Medical Imaging 2025 DOI: 10.1109/TMI.2024.3525299
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• Untargeted Closed-Box Attack Against Healthcare Image Retrieval via Rank Manipulation
  IEEE Transactions on Consumer Electronics 2025 DOI: 10.1109/TCE.2025.3559103
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• Attribute Prompt Alignment Network for Zero-Shot Learning
  IEEE Transactions on Neural Networks and Learning Systems 2025 DOI: 10.1109/TNNLS.2025.3598191
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