| 2026 | INFOCOM | The Aggregated Model is a Confounder: Enabling Deconfounded Federated Learning for OOD Generalization. | Jiayuan Zhang, Xuefeng Liu, Jianwei Niu, Haotian Yang, Wanyu Lin, Xinghao Wu |
| 2025 | ICML | Causality Inspired Federated Learning for OOD Generalization. | Jiayuan Zhang, Xuefeng Liu, Jianwei Niu, Shaojie Tang, Haotian Yang, Xinghao Wu |
| 2025 | KDD | HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark. | Jianqing Zhang, Xinghao Wu, Yanbing Zhou, Xiaoting Sun, Qiqi Cai, Yang Liu, Yang Hua, Zhenzhe Zheng, Jian Cao, Qiang Yang |
| 2024 | ICASSP | Continuous Review and Timely Correction: Enhancing the Resistance to Noisy Labels via Self-Not-True Distillation. | Jingyi Wang, Da Huang, Xinghao Wu, Yuhua Tang, Long Lan |
| 2024 | IJCAI | BeyondVision: An EMG-driven Micro Hand Gesture Recognition Based on Dynamic Segmentation. | Nana Wang, Jianwei Niu, Xuefeng Liu, Dongqin Yu, Guogang Zhu, Xinghao Wu, Mingliang Xu, Hao Su |
| 2024 | IJCAI | Estimating before Debiasing: A Bayesian Approach to Detaching Prior Bias in Federated Semi-Supervised Learning. | Guogang Zhu, Xuefeng Liu, Xinghao Wu, Shaojie Tang, Chao Tang, Jianwei Niu, Hao Su |
| 2023 | ICCV | Bold but Cautious: Unlocking the Potential of Personalized Federated Learning through Cautiously Aggressive Collaboration. | Xinghao Wu, Xuefeng Liu, Jianwei Niu, Guogang Zhu, Shaojie Tang |
| 2022 | GLOBECOM | ChannelFed: Enabling Personalized Federated Learning via Localized Channel Attention. | Kaiyu Zheng, Xuefeng Liu, Guogang Zhu, Xinghao Wu, Jianwei Niu |
| 2014 | WSC | Cloud manufacturing application in semiconductor industry. | Xinghao Wu, Fei Qiao, Kwok Poon |