| 2025 | CVPR | Query Efficient Black-Box Visual Prompting with Subspace Learning. | Zhaogeng Liu, Haozhen Zhang, Hualin Zhang, Xingchen Li, Wanli Shi, Bin Gu, Yi Chang |
| 2025 | HCI | Developing a Motor Learning System to Visualize the Force and Breath Control in Kung Fu: A Feasibility Study. | Hualin Zhang, Yunlu Ding, Qingchuan Li, Xuetao Wei, Jiaxin Zhang |
| 2025 | ICLR | Collaborative Discrete-Continuous Black-Box Prompt Learning for Language Models. | Hualin Zhang, Haozhen Zhang, Zhekai Liu, Bin Gu, Yi Chang |
| 2024 | HCI | Comparing Vibrotactile and Visual Feedback in Virtual Reality Motion Guidance: An Investigation on Workload and Performance. | Yunlu Ding, Hualin Zhang, Jiaxin Zhang |
| 2024 | ICLR | General Stability Analysis for Zeroth-Order Optimization Algorithms. | Xinyue Liu, Hualin Zhang, Bin Gu, Hong Chen |
| 2024 | IJCAI | Hard-Thresholding Meets Evolution Strategies in Reinforcement Learning. | Chengqian Gao, William de Vazelhes, Hualin Zhang, Bin Gu, Zhiqiang Xu |
| 2024 | KDD | Subspace Selection based Prompt Tuning with Nonconvex Nonsmooth Black-Box Optimization. | Haozhen Zhang, Hualin Zhang, Bin Gu, Yi Chang |
| 2023 | ICLR | Faster Gradient-Free Methods for Escaping Saddle Points. | Hualin Zhang, Bin Gu |