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Hansong Zhang
Assistant Professor
College of Computer Science and Software Engineering
Shenzhen University
Visual Computing Research Center (VCC)

About Me


I am currently an Assistant Professor in the College of Computer Science and Software Engineering at Shenzhen University. I am fortunate to be a member of the Visual Computing Research Center (VCC), founded and led by Prof. Hui Huang, Dean of the College. I received my Ph.D. degree from the Institute of Information Engineering, Chinese Academy of Sciences and the University of Chinese Academy of Sciences, under the supervision of Prof. Shiming Ge and Prof. Zheng Lin. Before that, I received my bachelor's degree from the School of Mathematics and Physics at North China Electric Power University, under the supervision of Prof. Lei Wang.

My current research focuses on Dataset Distillation, 3D Multimodal LMMs, and Parameter Generation.

News


  • Jul. 2026: 🎉 I am delighted and honored to join the Visual Computing Research Center (VCC) at Shenzhen University as an Assistant Professor.
  • May 2026: One paper has been accepted by ICML-2026.
  • Apr. 2025: One paper has been accepted by IJCAI-2025.
  • Apr. 2024: One paper has been accepted by IJCAI-2024.
  • Dec. 2023: Two papers have been accepted by AAAI-2024.

Selected Publications


DANCE: Dual-View Distribution Alignment for Dataset Condensation
Hansong Zhang, Shikun Li, Fanzhao Lin, Weiping Wang, Zhenxing Qian, Shiming Ge
Thirty-Third International Joint Conference on Artificial Intelligence (IJCAI) 2024
Conference
Paper Code Webpage


M3D: Dataset Condensation by Minimizing Maximum Mean Discrepancy
Hansong Zhang, Shikun Li, Pengju Wang, Dan Zeng, Shiming Ge
Thirty-Eighth Annual AAAI Conference on Artificial Intelligence (AAAI) 2024
Conference
Paper Code Webpage


Coupled Confusion Correction: Learning from Crowds with Sparse Annotations
Hansong Zhang, Shikun Li, Dan Zeng, Chenggang Yan, Shiming Ge
Thirty-Eighth Annual AAAI Conference on Artificial Intelligence (AAAI) 2024
Conference
Paper Code Webpage


Estimating Noise Transition Matrix with Label Correlations for Noisy Multi-Label Learning
Shikun Li, Xiaobo Xia, Hansong Zhang, Yibing Zhan, Shiming Ge, Tongliang Liu
Thirty-Sixth Conference on Neural Information Processing Systems (NeurIPS) 2022
Conference
Paper Code


Mechanisms of stationary converted waves and their complexes in the multi-component AB system
Hansong Zhang, Lei Wang, Wenrong Sun, Xin Wang, Tao Xu
Physica D: Nonlinear Phenomena, 2021
Journal
Paper


Transformed nonlinear waves, state transitions and modulation instability in a three-component AB model for the geophysical flows
Hansong Zhang, Lei Wang, Xin Wang, Xiyang Xie
Nonlinear Dynamics, 2020
Journal
Paper


Education


Ph.D. in Applied Computer Technology
Institute of Information Engineering
University of Chinese Academy of Sciences, China
Aug. 2021 - June 2026
B.Sc. in Information and Computational Science
School of Mathematics and Physics
North China Electric Power University, Beijing, China
Sep. 2017 - July 2021