Zou, Yixiong

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

ICCV 2025 Cross-Category Subjectivity Generalization for Style-Adaptive Sketch Re-ID Zechao Hu, Zhengwei Yang, Hao Li, Zheng Wang, Yixiong Zou

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

CVPRW 2025 NTIRE 2025 Challenge on Cross-Domain Few-Shot Object Detection: Methods and Results Yuqian Fu, Xingyu Qiu, Bin Ren, Yanwei Fu, Radu Timofte, Nicu Sebe, Ming-Hsuan Yang, Luc Van Gool, Kaijin Zhang, Qingpeng Nong, Xiugang Dong, Hong Gao, Xiangsheng Zhou, Jiancheng Pan, Yanxing Liu, Xiao He, Jiahao Li, Yuze Sun, Xiaomeng Huang, Zhenyu Zhang, Ran Ma, Yuhan Liu, Zijian Zhuang, Shuai Yi, Yixiong Zou, Lingyi Hong, Mingxi Chen, Runze Li, Xingdong Sheng, Wenqiang Zhang, Weisen Chen, Yongxin Yan, Xinguo Chen, Yuanjie Shao, Zhengrong Zuo, Nong Sang, Hao Wu, Haoran Sun, Shuming Hu, Yan Zhang, Zhiguang Shi, Yu Zhang, Chao Chen, Tao Wang, Da Feng, Linhai Zhuo, Ziming Lin, Yali Huang, Jie Me, Yiming Yang, Mi Guo, Mingyuan Jiu, Mingliang Xu, Maomao Xiong, Qunshu Zhang, Xinyu Cao, Yuqing Yang, Dianmo Sheng, Xuanpu Zhao, Zhiyu Li, Xuyang Ding, Wenqian Li

NeurIPS 2025 Quantifying Distributional Invariance in Causal Subgraph for IRM-Free Graph Generalization Yang Qiu, Yixiong Zou, Jun Wang, Wei Liu, Xiangyu Fu, 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

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

AAAI 2024 Decoupling Representation and Knowledge for Few-Shot Intent Classification and Slot Filling Jie Han, Yixiong Zou, Haozhao Wang, Jun Wang, Wei Liu, Yao Wu, Tao Zhang, 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

CVPRW 2024 Dynamic Knowledge Adapter with Probabilistic Calibration for Generalized Few-Shot Semantic Segmentation Jintao Tong, Haichen Zhou, Yicong Liu, Yiman Hu, Yixiong Zou

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