Zhu, Fei

17 publications

ICLR 2025 C-CLIP: Multimodal Continual Learning for Vision-Language Model Wenzhuo Liu, Fei Zhu, Longhui Wei, Qi Tian

NeurIPS 2025 C-NAV: Towards Self-Evolving Continual Object Navigation in Open World MingMing Yu, Fei Zhu, Wenzhuo Liu, Yirong Yang, Qunbo Wang, Wenjun Wu, Jing Liu

ICCV 2025 Federated Continual Instruction Tuning Haiyang Guo, Fanhu Zeng, Fei Zhu, Wenzhuo Liu, Da-Han Wang, Jian Xu, Xu-Yao Zhang, Cheng-Lin Liu

NeurIPS 2025 Gradient-Guided Epsilon Constraint Method for Online Continual Learning Song Lai, Changyi Ma, Fei Zhu, Zhe Zhao, Xi Lin, Gaofeng Meng, Qingfu Zhang

ICLR 2025 Local-Prompt: Extensible Local Prompts for Few-Shot Out-of-Distribution Detection Fanhu Zeng, Zhen Cheng, Fei Zhu, Hongxin Wei, Xu-Yao Zhang

AAAI 2025 Pareto Continual Learning: Preference-Conditioned Learning and Adaption for Dynamic Stability-Plasticity Trade-Off Song Lai, Zhe Zhao, Fei Zhu, Xi Lin, Qingfu Zhang, Gaofeng Meng

NeurIPS 2025 RobustMerge: Parameter-Efficient Model Merging for MLLMs with Direction Robustness Fanhu Zeng, Haiyang Guo, Fei Zhu, Li Shen, Hao Tang

CVPR 2024 Active Generalized Category Discovery Shijie Ma, Fei Zhu, Zhun Zhong, Xu-Yao Zhang, Cheng-Lin Liu

NeurIPS 2024 Happy: A Debiased Learning Framework for Continual Generalized Category Discovery Shijie Ma, Fei Zhu, Zhun Zhong, Wenzhuo Liu, Xu-Yao Zhang, Cheng-Lin Liu

NeurIPS 2024 MSPE: Multi-Scale Patch Embedding Prompts Vision Transformers to Any Resolution Wenzhuo Liu, Fei Zhu, Shijie Ma, Cheng-Lin Liu

ECCV 2024 PILoRA: Prototype Guided Incremental LoRA for Federated Class-Incremental Learning Haiyang Guo, Fei Zhu, Wenzhuo Liu, Xu-Yao Zhang, Cheng-Lin Liu

CVPR 2024 RCL: Reliable Continual Learning for Unified Failure Detection Fei Zhu, Zhen Cheng, Xu-Yao Zhang, Cheng-Lin Liu, Zhaoxiang Zhang

CVPR 2023 Dual Alignment Unsupervised Domain Adaptation for Video-Text Retrieval Xiaoshuai Hao, Wanqian Zhang, Dayan Wu, Fei Zhu, Bo Li

CVPR 2023 OpenMix: Exploring Outlier Samples for Misclassification Detection Fei Zhu, Zhen Cheng, Xu-Yao Zhang, Cheng-Lin Liu

ECCV 2022 Rethinking Confidence Calibration for Failure Prediction Fei Zhu, Zhen Cheng, Xu-Yao Zhang, Cheng-Lin Liu

NeurIPS 2021 Class-Incremental Learning via Dual Augmentation Fei Zhu, Zhen Cheng, Xu-yao Zhang, Cheng-lin Liu

CVPR 2021 Prototype Augmentation and Self-Supervision for Incremental Learning Fei Zhu, Xu-Yao Zhang, Chuang Wang, Fei Yin, Cheng-Lin Liu