| 2026 | INFOCOM | RA-MoE: Efficient Edge Federated Learning for Emotion Recognition Based on Resource-Aware Scheduling and Mixture-of-Experts Model. | Aiwen Wang, Xiaoming Yuan, Haidong Kang, Changle Li, Ning Zhang, Celimuge Wu, Jalel Ben Othman |
| 2025 | EMNLP | FISTAPruner: Layer-wise Post-training Pruning for Large Language Models. | Pengxiang Zhao, Hanyu Hu, Ping Li, Yi Zheng, Zhefeng Wang, Xiaoming Yuan |
| 2025 | ICML | GANQ: GPU-Adaptive Non-Uniform Quantization for Large Language Models. | Pengxiang Zhao, Xiaoming Yuan |
| 2024 | INFOCOM | Scalable Blockchain-empowered Distributed Computation Offloading: A Deep Reinforcement Learning Approach. | Feng Xu, Zitong Zhao, Lei Liu, Xiaoming Yuan, Qingqi Pei |
| 2024 | INFOCOM | An Efficient Lightweight Satellite Image Classification Model with Improved MobileNetV3. | Xiaoteng Yang, Lei Liu, Xifei Song, Jie Feng, Qingqi Pei, Xiaoming Yuan, Jianqiao Li |
| 2023 | DCOSS | Joint Optimization of Service Migration and Resource Management for Vehicular Edge Computing. | Dapeng Lan, Amir Taherkordi, Frank Eliassen, Lei Liu, Xiaoming Yuan |
| 2023 | VTC | A Fair and Efficient Federated Learning Algorithm for Autonomous Driving. | Xinlong Tang, Jiayi Zhang, Yuchuan Fu, Changle Li, Nan Cheng, Xiaoming Yuan |
| 2023 | VTC | Joint Optimization Scheme for User Association and Resource Allocation in Internet of Vehicles. | Junyi Yang, Yuchuan Fu, Changle Li, Xiaoming Yuan |
| 2022 | INFOCOM | FedTSE: Low-Cost Federated Learning for Privacy-Preserved Traffic State Estimation in IoV. | Xiaoming Yuan, Jiahui Chen, Ning Zhang, Chunsheng Zhu, Qiang Ye, Xuemin Sherman Shen |
| 2022 | VTC | An Efficient Digital Twin Assisted Clustered Federated Learning Algorithm for Disease Prediction. | Xiaoming Yuan, Jialin Zhang, Jingqi Luo, Jiahui Chen, Zhiguo Shi, Mingwei Qin |
| 2021 | ICML | A Value-Function-based Interior-point Method for Non-convex Bi-level Optimization. | Risheng Liu, Xuan Liu, Xiaoming Yuan, Shangzhi Zeng, Jin Zhang |
| 2021 | TrustCom | Privacy-Preserving Neural Architecture Search Across Federated IoT Devices. | Chunhui Zhang, Xiaoming Yuan, Qianyun Zhang, Guangxu Zhu, Lei Cheng, Ning Zhang |
| 2020 | GLOBECOM | A Dynamic Energy Trading and Management Algorithm for the Elastic End-User in Smart Grids. | Didi Liu, Jiawen Xiao, Xiaoming Yuan, Yulong Zheng, Haotong Cao |
| 2020 | GLOBECOM | Bi-BLS: A Bidirectional Connection Broad Learning System Model for Traffic Flow Prediction. | Xiaoming Yuan, Jiahui Chen, Yi Sun, Yongshuai Zhu, Didi Liu, Haotong Cao |
| 2020 | GLOBECOM | An A3C-based Joint Optimization Offloading and Migration Algorithm for SD-WBANs. | Xiaoming Yuan, Yongshuai Zhu, Zheyu Zhao, Yulong Zheng, Jun Pan, Didi Liu |
| 2020 | ICML | A Generic First-Order Algorithmic Framework for Bi-Level Programming Beyond Lower-Level Singleton. | Risheng Liu, Pan Mu, Xiaoming Yuan, Shangzhi Zeng, Jin Zhang |
| 2020 | INFOCOM | BS-IoT: Blockchain Based Software Defined Network Framework for Internet of Things. | Lei Liu, Wei Feng, Chen Chen, Yuru Zhang, Dapeng Lan, Xiaoming Yuan, Sahil Vashisht |
| 2019 | GLOBECOM | 2TM-MAC: A Two-Tier Multi-Channel Interference Mitigation MAC Protocol for Coexisting WBANs. | Xiaoming Yuan, Jiaxin Han, Jun Pan, Kuan Zhang, Changle Li, Qiang Ye |
| 2017 | CVPR | Adaptive Relaxed ADMM: Convergence Theory and Practical Implementation. | Zheng Xu, Mrio A. T. Figueiredo, Xiaoming Yuan, Christoph Studer, Tom Goldstein |
| 2017 | ICML | Adaptive Consensus ADMM for Distributed Optimization. | Zheng Xu, Gavin Taylor, Hao Li, Mrio A. T. Figueiredo, Xiaoming Yuan, Tom Goldstein |
| 2017 | VTC | Prototype System Based Enhanced Scheduled Access Mechanism for WBAN. | Yao Zhang, Changle Li, Tom H. Luan, Yueyang Song, Xiaoming Yuan |
| 2016 | VTC | A Novel Method for Smoothing Raw GPS Data with Low Cost and High Reliability. | Xun Zhou, Changle Li, Xiaoming Yuan, Bing Xia, Guoqiang Mao, Lei Xiong |
| 2016 | WCNC | WBAN on NS-3: Novel implementation with high performance of IEEE 802.15.6. | Wenwei Yue, Changle Li, Yueyang Song, Li Yang, Xiaoming Yuan |
| 2015 | GLOBECOM | An Energy-Efficient 2R MAC Based on IEEE 802.15.6 for Health Monitoring. | Li Yang, Changle Li, Yueyang Song, Xiaoming Yuan |
| 2015 | GLOBECOM | On Energy-Saving in E-Healthcare: A Directional MAC Protocol for WBAN. | Xiaoming Yuan, Changle Li, Yueyang Song, Li Yang, Sana Ullah |