Li, Yuhua

23 publications

ICLR 2026 BoRA: Towards More Expressive Low-Rank Adaptation with Block Diversity Shiwei Li, Xiandi Luo, Haozhao Wang, Xing Tang, Ziqiang Cui, Dugang Liu, Yuhua Li, Yichen Li, Xiuqiang He, Ruixuan Li

ICML 2025 Adapter Naturally Serves as Decoupler for Cross-Domain Few-Shot Semantic Segmentation Jintao Tong, Ran Ma, Yixiong Zou, Guangyao Chen, Yuhua Li, Ruixuan Li

NeurIPS 2025 Beyond Higher Rank: Token-Wise Input-Output Projections for Efficient Low-Rank Adaptation Shiwei Li, Xiandi Luo, Haozhao Wang, Xing Tang, Ziqiang Cui, Dugang Liu, Yuhua Li, Xiuqiang He, Ruixuan Li

ICML 2025 Beyond Zero Initialization: Investigating the Impact of Non-Zero Initialization on LoRA Fine-Tuning Dynamics Shiwei Li, Xiandi Luo, Xing Tang, Haozhao Wang, Hao Chen, Weihong Luo, Yuhua Li, Xiuqiang He, Ruixuan Li

NeurIPS 2025 ChatbotID: Identifying Chatbots with Granger Causality Test Xiaoquan Yi, Haozhao Wang, Yining Qi, Wenchao Xu, Rui Zhang, Yuhua Li, Ruixuan Li

NeurIPS 2025 FlowCut: Rethinking Redundancy via Information Flow for Efficient Vision-Language Models Jintao Tong, Wenwei Jin, Pengda Qin, Anqi Li, Yixiong Zou, Yuhong Li, Yuhua Li, Ruixuan Li

ICML 2025 Random Registers for Cross-Domain Few-Shot Learning Shuai Yi, Yixiong Zou, Yuhua Li, Ruixuan Li

AAAI 2025 Reconstruction Target Matters in Masked Image Modeling for Cross-Domain Few-Shot Learning Ran Ma, Yixiong Zou, Yuhua Li, Ruixuan Li

ICML 2025 Revisiting Continuity of Image Tokens for Cross-Domain Few-Shot Learning Shuai Yi, Yixiong Zou, Yuhua Li, Ruixuan Li

ICCV 2025 Revisiting Pool-Based Prompt Learning for Few-Shot Class-Incremental Learning Yongwei Jiang, Yixiong Zou, Yuhua Li, Ruixuan Li

ICML 2025 Self-Disentanglement and Re-Composition for Cross-Domain Few-Shot Segmentation Jintao Tong, Yixiong Zou, Guangyao Chen, Yuhua Li, Ruixuan Li

CVPR 2025 The Devil Is in Low-Level Features for Cross-Domain Few-Shot Segmentation Yuhan Liu, Yixiong Zou, Yuhua Li, Ruixuan Li

ICML 2025 The Panaceas for Improving Low-Rank Decomposition in Communication-Efficient Federated Learning Shiwei Li, Xiandi Luo, Haozhao Wang, Xing Tang, Shijie Xu, Weihong Luo, Yuhua Li, Xiuqiang He, Ruixuan Li

NeurIPS 2024 A Closer Look at the CLS Token for Cross-Domain Few-Shot Learning Yixiong Zou, Shuai Yi, Yuhua Li, Ruixuan Li

NeurIPS 2024 Attention Temperature Matters in ViT-Based Cross-Domain Few-Shot Learning Yixiong Zou, Ran Ma, Yuhua Li, Ruixuan Li

ICML 2024 Compositional Few-Shot Class-Incremental Learning Yixiong Zou, Shanghang Zhang, Haichen Zhou, Yuhua Li, Ruixuan Li

IJCAI 2024 Delve into Base-Novel Confusion: Redundancy Exploration for Few-Shot Class-Incremental Learning Haichen Zhou, Yixiong Zou, Ruixuan Li, Yuhua Li, Kui Xiao

ICML 2024 FedBAT: Communication-Efficient Federated Learning via Learnable Binarization Shiwei Li, Wenchao Xu, Haozhao Wang, Xing Tang, Yining Qi, Shijie Xu, Weihong Luo, Yuhua Li, Xiuqiang He, Ruixuan Li

CVPR 2024 Flatten Long-Range Loss Landscapes for Cross-Domain Few-Shot Learning Yixiong Zou, Yicong Liu, Yiman Hu, Yuhua Li, Ruixuan Li

NeurIPS 2024 Generate Universal Adversarial Perturbations for Few-Shot Learning Yiman Hu, Yixiong Zou, Ruixuan Li, Yuhua Li

NeurIPS 2024 Lightweight Frequency Masker for Cross-Domain Few-Shot Semantic Segmentation Jintao Tong, Yixiong Zou, Yuhua Li, Ruixuan Li

IJCAI 2023 CSGCL: Community-Strength-Enhanced Graph Contrastive Learning Han Chen, Ziwen Zhao, Yuhua Li, Yixiong Zou, Ruixuan Li, Rui Zhang

NeurIPS 2022 Margin-Based Few-Shot Class-Incremental Learning with Class-Level Overfitting Mitigation Yixiong Zou, Shanghang Zhang, Yuhua Li, Ruixuan Li