| 2026 | SP | WebCloak: Characterizing and Mitigating Threats From LLM-Driven Web Agents as Intelligent Scrapers. | Xinfeng Li, Tianze Qiu, Yingbin Jin, Lixu Wang, Hanqing Guo, Xiaojun Jia, Xiaofeng Wang, Wei Dong |
| 2026 | SP | The Person Behind the Sound: Demystifying Audio Private Attribute Profiling Via Multimodal Large Language Models. | Lixu Wang, Kaixiang Yao, Xinfeng Li, Dong Yang, Haoyao Li, Xiaofeng Wang, Wei Dong |
| 2025 | CVPR | Split Adaptation for Pre-trained Vision Transformers. | Lixu Wang, Bingqi Shang, Yi Li, Payal Mohapatra, Wei Dong, Xiao Wang, Qi Zhu |
| 2025 | ICCV | Federated Continuous Category Discovery and Learning. | Lixu Wang, Chenxi Liu, Junfeng Guo, Qingqing Ye, Heng Huang, Haibo Hu, Wei Dong |
| 2025 | ICCV | 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 |
| 2025 | ICLR | On Large Language Model Continual Unlearning. | Chongyang Gao, Lixu Wang, Kaize Ding, Chenkai Weng, Xiao Wang, Qi Zhu |
| 2025 | ICLR | 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 |
| 2024 | ICASSP | DACR: Distribution-Augmented Contrastive Reconstruction for Time-Series Anomaly Detection. | Lixu Wang, Shichao Xu, Xinyu Du, Qi Zhu |
| 2023 | ICCV | PolicyCleanse: Backdoor Detection and Mitigation for Competitive Reinforcement Learning. | Junfeng Guo, Ang Li, Lixu Wang, Cong Liu |
| 2023 | ICLR | Deja Vu: Continual Model Generalization for Unseen Domains. | Chenxi Liu, Lixu Wang, Lingjuan Lyu, Chen Sun, Xiao Wang, Qi Zhu |
| 2022 | CVPR | Federated Class-Incremental Learning. | Jiahua Dong, Lixu Wang, Zhen Fang, Gan Sun, Shichao Xu, Xiao Wang, Qi Zhu |
| 2022 | ICLR | Non-Transferable Learning: A New Approach for Model Ownership Verification and Applicability Authorization. | Lixu Wang, Shichao Xu, Ruiqi Xu, Xiao Wang, Qi Zhu |
| 2021 | AAAI | Addressing Class Imbalance in Federated Learning. | Lixu Wang, Shichao Xu, Xiao Wang, Qi Zhu |
| 2021 | ICCV | Weak Adaptation Learning: Addressing Cross-domain Data Insufficiency with Weak Annotator. | Shichao Xu, Lixu Wang, Yixuan Wang, Qi Zhu |