Han, Zhongyi

13 publications

MLJ 2025 Alignclip: Navigating the Misalignments for Robust Vision-Language Generalization Zhongyi Han, Gongxu Luo, Hao Sun, Yaqian Li, Bo Han, Mingming Gong, Kun Zhang, Tongliang Liu

NeurIPS 2025 From Pretraining to Pathology: How Noise Leads to Catastrophic Inheritance in Medical Models Hao Sun, Zhongyi Han, Hao Chen, Jindong Wang, Xin Gao, Yilong Yin

CVPR 2024 Discriminability-Driven Channel Selection for Out-of-Distribution Detection Yue Yuan, Rundong He, Yicong Dong, Zhongyi Han, Yilong Yin

AAAI 2024 Exploring Channel-Aware Typical Features for Out-of-Distribution Detection Rundong He, Yue Yuan, Zhongyi Han, Fan Wang, Wan Su, Yilong Yin, Tongliang Liu, Yongshun Gong

ICLRW 2024 How Well Does GPT-4V(ision) Adapt to Distribution Shifts? a Preliminary Investigation Zhongyi Han, Guanglin Zhou, Rundong He, Jindong Wang, Tailin Wu, Yilong Yin, Salman Khan, Lina Yao, Tongliang Liu, Kun Zhang

AAAI 2023 Discriminability and Transferability Estimation: A Bayesian Source Importance Estimation Approach for Multi-Source-Free Domain Adaptation Zhongyi Han, Zhiyan Zhang, Fan Wang, Rundong He, Wan Su, Xiaoming Xi, Yilong Yin

CVPR 2023 MHPL: Minimum Happy Points Learning for Active Source Free Domain Adaptation Fan Wang, Zhongyi Han, Zhiyan Zhang, Rundong He, Yilong Yin

NeurIPS 2023 Subclass-Dominant Label Noise: A Counterexample for the Success of Early Stopping Yingbin Bai, Zhongyi Han, Erkun Yang, Jun Yu, Bo Han, Dadong Wang, Tongliang Liu

CVPR 2022 Exploring Domain-Invariant Parameters for Source Free Domain Adaptation Fan Wang, Zhongyi Han, Yongshun Gong, Yilong Yin

AAAI 2022 Not All Parameters Should Be Treated Equally: Deep Safe Semi-Supervised Learning Under Class Distribution Mismatch Rundong He, Zhongyi Han, Yang Yang, Yilong Yin

ACML 2022 SNAIL: Semi-Separated Uncertainty Adversarial Learning for Universal Domain Adaptation Zhongyi Han, Wan Su, Rundong He, Yilong Yin

CVPR 2022 Safe-Student for Safe Deep Semi-Supervised Learning with Unseen-Class Unlabeled Data Rundong He, Zhongyi Han, Xiankai Lu, Yilong Yin

IJCAI 2020 Towards Accurate and Robust Domain Adaptation Under Noisy Environments Zhongyi Han, Xian-Jin Gui, Chaoran Cui, Yilong Yin