Li, Yuhua

22 publications

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