| 2026 | ACL | Not All Directions Matter: Towards Structured and Task-Aware Low-Rank Model Adaptation. | Xi Xiao, Chenrui Ma, Yunbei Zhang, Chen Liu, Zhuxuanzi Wang, Yanshu Li, Lin Zhao, Guosheng Hu, Tianyang Wang, Hao Xu |
| 2026 | WACV | RoadBench: A Vision-Language Foundation Model and Benchmark for Road Damage Understanding. | Xi Xiao, Yunbei Zhang, Janet Wang, Lin Zhao, Yuxiang Wei, Hengjia Li, Yanshu Li, Xiao Wang, Swalpa Kumar Roy, Hao Xu, Tianyang Wang |
| 2025 | ICML | DPCore: Dynamic Prompt Coreset for Continual Test-Time Adaptation. | Yunbei Zhang, Akshay Mehra, Shuaicheng Niu, Jihun Hamm |
| 2025 | WACV | OT-VP: Optimal Transport-Guided Visual Prompting for Test-Time Adaptation. | Yunbei Zhang, Akshay Mehra, Jihun Hamm |
| 2024 | CVPR | Test-time Assessment of a Model's Performance on Unseen Domains via Optimal Transport. | Akshay Mehra, Yunbei Zhang, Jihun Hamm |
| 2024 | CVPR | Achieving Reliable and Fair Skin Lesion Diagnosis via Unsupervised Domain Adaptation. | Janet Wang, Yunbei Zhang, Zhengming Ding, Jihun Hamm |
| 2024 | WACV | On the Fly Neural Style Smoothing for Risk-Averse Domain Generalization. | Akshay Mehra, Yunbei Zhang, Bhavya Kailkhura, Jihun Hamm |