Xie, Xiaofei

17 publications

AAAI 2025 MultiSFL: Towards Accurate Split Federated Learning via Multi-Model Aggregation and Knowledge Replay Zeke Xia, Ming Hu, Dengke Yan, Ruixuan Liu, Anran Li, Xiaofei Xie, Mingsong Chen

NeurIPS 2025 Rising from Ashes: Generalized Federated Learning via Dynamic Parameter Reset Jiahao Wu, Ming Hu, Yanxin Yang, Xiaofei Xie, ZeKai Chen, Chenyu Song, Mingsong Chen

AAAI 2025 Understanding Individual Agent Importance in Multi-Agent System via Counterfactual Reasoning Jianming Chen, Yawen Wang, Junjie Wang, Xiaofei Xie, Jun Hu, Qing Wang, Fanjiang Xu

NeurIPS 2024 SampDetox: Black-Box Backdoor Defense via Perturbation-Based Sample Detoxification Yanxin Yang, Chentao Jia, DengKe Yan, Ming Hu, Tianlin Li, Xiaofei Xie, Xian Wei, Mingsong Chen

CVPR 2023 Evading DeepFake Detectors via Adversarial Statistical Consistency Yang Hou, Qing Guo, Yihao Huang, Xiaofei Xie, Lei Ma, Jianjun Zhao

ICLR 2023 Neural Episodic Control with State Abstraction Zhuo Li, Derui Zhu, Yujing Hu, Xiaofei Xie, Lei Ma, Yan Zheng, Yan Song, Yingfeng Chen, Jianjun Zhao

IJCAI 2021 AVA: Adversarial Vignetting Attack Against Visual Recognition Binyu Tian, Felix Juefei-Xu, Qing Guo, Xiaofei Xie, Xiaohong Li, Yang Liu

AAAI 2021 Decision-Guided Weighted Automata Extraction from Recurrent Neural Networks Xiyue Zhang, Xiaoning Du, Xiaofei Xie, Lei Ma, Yang Liu, Meng Sun

AAAI 2021 EfficientDeRain: Learning Pixel-Wise Dilation Filtering for High-Efficiency Single-Image Deraining Qing Guo, Jingyang Sun, Felix Juefei-Xu, Lei Ma, Xiaofei Xie, Wei Feng, Yang Liu, Jianjun Zhao

ICCV 2021 Learning to Adversarially Blur Visual Object Tracking Qing Guo, Ziyi Cheng, Felix Juefei-Xu, Lei Ma, Xiaofei Xie, Yang Liu, Jianjun Zhao

ICML 2021 RNNRepair: Automatic RNN Repair via Model-Based Analysis Xiaofei Xie, Wenbo Guo, Lei Ma, Wei Le, Jian Wang, Lingjun Zhou, Yang Liu, Xinyu Xing

ICLR 2021 Retrieval-Augmented Generation for Code Summarization via Hybrid GNN Shangqing Liu, Yu Chen, Xiaofei Xie, Jing Kai Siow, Yang Liu

IJCAI 2020 FakeSpotter: A Simple yet Robust Baseline for Spotting AI-Synthesized Fake Faces Run Wang, Felix Juefei-Xu, Lei Ma, Xiaofei Xie, Yihao Huang, Jian Wang, Yang Liu

ECCV 2020 SPARK: Spatial-Aware Online Incremental Attack Against Visual Tracking Qing Guo, Xiaofei Xie, Felix Juefei-Xu, Lei Ma, Zhongguo Li, Wanli Xue, Wei Feng, Yang Liu

AAAI 2020 Stealthy and Efficient Adversarial Attacks Against Deep Reinforcement Learning Jianwen Sun, Tianwei Zhang, Xiaofei Xie, Lei Ma, Yan Zheng, Kangjie Chen, Yang Liu

NeurIPS 2020 Watch Out! Motion Is Blurring the Vision of Your Deep Neural Networks Qing Guo, Felix Juefei-Xu, Xiaofei Xie, Lei Ma, Jian Wang, Bing Yu, Wei Feng, Yang Liu

IJCAI 2019 DiffChaser: Detecting Disagreements for Deep Neural Networks Xiaofei Xie, Lei Ma, Haijun Wang, Yuekang Li, Yang Liu, Xiaohong Li