Wang, Lixu

16 publications

TMLR 2026 Incorporating New Knowledge into Federated Learning: Advances, Insights, and Future Directions Lixu Wang, Sun Yinggang, Yang Zhao, Jiaqi Wu, Jiahua Dong, Ating Yin, Qinbin Li, Qingqing Ye, Dusit Niyato, Tianwei Zhang, Kwok-Yan Lam, Yu Haining, Haibo Hu, Wei Dong

ICLR 2025 Can We Trust Embodied Agents? Exploring Backdoor Attacks Against Embodied LLM-Based Decision-Making Systems Ruochen Jiao, Shaoyuan Xie, Justin Yue, Takami Sato, Lixu Wang, Yixuan Wang, Qi Alfred Chen, Qi Zhu

ICCV 2025 FDPT: Federated Discrete Prompt Tuning for Black-Box Visual-Language Models Jiaqi Wu, Simin Chen, Jing Tang, Yuzhe Yang, Yiming Chen, Lixu Wang, Song Lin, Zehua Wang, Wei Chen, Zijian Tian

ICCV 2025 Federated Continuous Category Discovery and Learning Lixu Wang, Chenxi Liu, Junfeng Guo, Qingqing Ye, Heng Huang, Haibo Hu, Wei Dong

ICLR 2025 On Large Language Model Continual Unlearning Chongyang Gao, Lixu Wang, Kaize Ding, Chenkai Weng, Xiao Wang, Qi Zhu

TMLR 2025 Phase-Driven Generalizable Representation Learning for Nonstationary Time Series Classification Payal Mohapatra, Lixu Wang, Qi Zhu

NeurIPS 2025 Shallow Flow Matching for Coarse-to-Fine Text-to-Speech Synthesis Dong Yang, Yiyi Cai, Yuki Saito, Lixu Wang, Hiroshi Saruwatari

CVPR 2025 Split Adaptation for Pre-Trained Vision Transformers Lixu Wang, Bingqi Shang, Yi Li, Payal Mohapatra, Wei Dong, Xiao Wang, Qi Zhu

NeurIPS 2024 Semantic Feature Learning for Universal Unsupervised Cross-Domain Retrieval Lixu Wang, Xinyu Du, Qi Zhu

ICLR 2023 Deja Vu: Continual Model Generalization for Unseen Domains Chenxi Liu, Lixu Wang, Lingjuan Lyu, Chen Sun, Xiao Wang, Qi Zhu

NeurIPS 2023 Domain Watermark: Effective and Harmless Dataset Copyright Protection Is Closed at Hand Junfeng Guo, Yiming Li, Lixu Wang, Shu-Tao Xia, Heng Huang, Cong Liu, Bo Li

ICCV 2023 PolicyCleanse: Backdoor Detection and Mitigation for Competitive Reinforcement Learning Junfeng Guo, Ang Li, Lixu Wang, Cong Liu

CVPR 2022 Federated Class-Incremental Learning Jiahua Dong, Lixu Wang, Zhen Fang, Gan Sun, Shichao Xu, Xiao Wang, Qi Zhu

ICLR 2022 Non-Transferable Learning: A New Approach for Model Ownership Verification and Applicability Authorization Lixu Wang, Shichao Xu, Ruiqi Xu, Xiao Wang, Qi Zhu

AAAI 2021 Addressing Class Imbalance in Federated Learning Lixu Wang, Shichao Xu, Xiao Wang, Qi Zhu

ICCV 2021 Weak Adaptation Learning: Addressing Cross-Domain Data Insufficiency with Weak Annotator Shichao Xu, Lixu Wang, Yixuan Wang, Qi Zhu