BDC-Adapter: Brownian Distance Covariance for Better Vision-Language Reasoning. - Yi Zhang 109; Ce Zhang 009; Zihan Liao; Yushun Tang; Zhihai He (BMVC, 2023)

Unsupervised Prototype Adapter for Vision-Language Models. - Yi Zhang 109; Ce Zhang 009; Xueting Hu; Zhihai He (PRCV (1), 2023)

Concept-Guided Prompt Learning for Generalization in Vision-Language Models. - Yi Zhang 109; Ce Zhang 009; Ke Yu; Yushun Tang; Zhihai He (AAAI, 2024)

Conceptual Codebook Learning for Vision-Language Models. - Yi Zhang 109; Ke Yu; Siqi Wu; Zhihai He (ECCV (77), 2024)

Test-Time Distribution Learning Adapter for Cross-Modal Visual Reasoning. - Yi Zhang 109; Ce Zhang 009 (ICASSP, 2024)

Domain-Conditioned Transformer for Fully Test-time Adaptation. - Yushun Tang; Shuoshuo Chen; Jiyuan Jia; Yi Zhang 109; Zhihai He (ACM Multimedia, 2024)

Training-Free Feature Reconstruction with Sparse Optimization for Vision-Language Models. - Yi Zhang 109; Ke Yu; Angelica I. Avilés-Rivero; Jiyuan Jia; Yushun Tang; Zhihai He (ACM Multimedia, 2024)

Learning to Adapt CLIP for Few-Shot Monocular Depth Estimation. - Xueting Hu; Ce Zhang 009; Yi Zhang 109; Bowen Hai; Ke Yu; Zhihai He (WACV, 2024)

Learning Visual Conditioning Tokens to Correct Domain Shift for Fully Test-time Adaptation. - Yushun Tang; Shuoshuo Chen; Zhehan Kan; Yi Zhang 109; Qinghai Guo; Zhihai He (CoRR, 2024)

NODE-Adapter: Neural Ordinary Differential Equations for Better Vision-Language Reasoning. - Yi Zhang 109; Chun-Wun Cheng; Ke Yu; Zhihai He; Carola-Bibiane Schönlieb; Angelica I. Avilés-Rivero (CoRR, 2024)

Mamba Neural Operator: Who Wins? Transformers vs. State-Space Models for PDEs. - Chun-Wun Cheng; Jiahao Huang; Yi Zhang 109; Guang Yang 006; Carola-Bibiane Schönlieb; Angelica I. Avilés-Rivero (CoRR, 2024)

Cross-Modal Concept Learning and Inference for Vision-Language Models. - Yi Zhang 109; Ce Zhang 009; Yushun Tang; Zhihai He (Neurocomputing, 2024)

Cross-Modal Few-Shot Learning with Second-Order Neural Ordinary Differential Equations. - Yi Zhang 109; Chun-Wun Cheng; Junyi He; Zhihai He; Carola-Bibiane Schönlieb; Yuyan Chen; Angelica I. Avilés-Rivero (AAAI, 2025)