| 2026 | WCNC | Service Function Chain Routing in LEO Networks Using Shortest-Path Delay Statistical Stability. | Li Zeng, Zixin Wang, Yuanming Shi, Khaled B. Letaief |
| 2025 | AAAI | Structured IB: Improving Information Bottleneck with Structured Feature Learning. | Hanzhe Yang, Youlong Wu, Dingzhu Wen, Yong Zhou, Yuanming Shi |
| 2025 | GLOBECOM | Large Language Models for Microservice Deployment in Space Computing Power Networks. | Chen Lin, Zhanpeng Yang, Ting Wang, Xin Liu, Yuning Jiang, Yong Zhou, Yuanming Shi |
| 2025 | GLOBECOM | Latency-Minimal Decentralized LAM Training with Looped Transformers in Heterogeneous LEO Satellite Constellations. | He Xian, Zixin Wang, Honggang Yuan, Ting Wang, Yuanming Shi |
| 2025 | GLOBECOM | Integrated Sensing-Communication-Computation for Movable Antennas Assisted Multi-Device Edge AI Inference. | Jiayi Yang, Shuai Guo, Chengcheng Wang, Dingzhu Wen, Min Fu, Yong Zhou, Yuanming Shi |
| 2025 | ICPADS | ECMSA: Dual-Agent Learning-Based Edge Caching with Multi-Strategy Adaptation in Dynamic Environments. | Jiayi Zhang, Ting Wang, Lu Yang, Yuanming Shi, Haibin Cai |
| 2025 | ISCC | Robust Multimodal Information Bottleneck for Satellite-to-Ground Task-Oriented Communication. | Jiayi Huang, Dingzhu Wen, Youlong Wu, Yuanming Shi, Ting Wang |
| 2025 | PIMRC | Collaborative Multi-Device Edge Inference for Vision-Language Models with Speculative Decoding. | Luteng Qiao, Jiawei Shao, Yong Zhou, Yuanming Shi, Xuelong Li, Khaled B. Letaief |
| 2025 | WCNC | Topology-Aware Routing for Federated Learning Over Multi-Layer Satellite Networks. | Ruanjun Li, Jingyang Zhu, Yijie Mao, Yuanming Shi, Ting Wang, Chunxiao Jiang |
| 2025 | WCNC | Joint Source and Channel Coding for Multi-Modal Satellite-to-Ground Semantic Communications. | Yanbo Yin, Shu Liu, Dingzhu Wen, Youlong Wu, Yuanming Shi |
| 2024 | GLOBECOM | Federated Low-Rank Adaptation for Large Language Model Fine-Tuning Over Wireless Networks. | Zixin Wang, Yong Zhou, Yuanming Shi, Khaled Ben Letaief |
| 2024 | GLOBECOM | Dynamic Communication in Multi-Agent Reinforcement Learning via Information Bottleneck. | Jiawei You, Youlong Wu, Dingzhu Wen, Yong Zhou, Yuning Jiang, Yuanming Shi |
| 2024 | GLOBECOM | Satellite Federated Fine-Tuning for Foundation Models: Architecture Design and System Optimization. | Yan Zhu, Peng Yang, Jingyang Zhu, Dingzhu Wen, Ting Wang, Yong Zhou, Yuanming Shi, Chunxiao Jiang |
| 2024 | PIMRC | Microservice Deployment for Satellite Edge AI Inference via Deep Reinforcement Learning. | Zhiyong Yu, Hei Victor Cheng, Zhanpeng Yang, Xin Liu, Yuning Jiang, Yong Zhou, Yuanming Shi |
| 2024 | WCNC | Delay Minimization for NOMA-Assisted Federated Learning. | Meng Wu, Zheng Dong, Zhibin Wang, Qiaochu An, Yuanming Shi, Yong Zhou |
| 2024 | WCNC | RIS-Assisted Multi-Device Edge AI Inference. | Jiayi Yang, Yijie Mao, Dingzhu Wen, Yong Zhou, Yuanming Shi |
| 2024 | WCNC | Latency-Aware Microservice Deployment for Edge AI Enabled Video Analytics. | Zhanpeng Yang, Zhiyong Yu, Xin Liu, Dingzhu Wen, Yong Zhou, Yuanming Shi |
| 2023 | GLOBECOM | Federated Linear Bandit Learning via Over-the-air Computation. | Jiali Wang, Yuning Jiang, Xin Liu, Ting Wang, Yuanming Shi |
| 2023 | GLOBECOM | Hierarchical Federated Edge Learning over Space-Air-Ground Integrated Networks. | Yiji Wang, Jingyang Zhu, Yijie Mao, Dingzhu Wen, Xiaohua Tian, Yuanming Shi |
| 2023 | GLOBECOM | Multi-Task-Oriented Broadcast for Edge AI Inference via Information Bottleneck. | Yuhan Yang, Youlong Wu, Shuai Ma, Yuanming Shi |
| 2023 | GLOBECOM | Decentralized Over-the-Air Computation for Edge AI Inference with Integrated Sensing and Communication. | Zeming Zhuang, Dingzhu Wen, Yuanming Shi |
| 2023 | VTC | STAR-RIS Empowered Full Duplex Cooperative Rate Splitting. | Kangchun Zhao, Yijie Mao, Yuanming Shi |
| 2023 | WCNC | Reconfigurable Intelligent Surface Empowered Rate-Splitting Multiple Access for Simultaneous Wireless Information and Power Transfer. | Chengzhong Tian, Yijie Mao, Kangchun Zhao, Yuanming Shi, Bruno Clerckx |
| 2023 | WCNC | Task-Oriented Over-the-Air Computation for Multi-Device Edge Split Inference. | Dingzhu Wen, Xiang Jiao, Peixi Liu, Guangxu Zhu, Yuanming Shi, Kaibin Huang |
| 2023 | WCNC | Latency Minimization for Wireless Federated Learning with Heterogeneous Local Updates. | Jingyang Zhu, Yuanming Shi, Min Fu, Yong Zhou, Youlong Wu, Liqun Fu |
| 2022 | ACSSC | Joint Bandwidth Allocation, Computation Control, and Device Scheduling for Federated Learning with Energy Harvesting Devices. | Li Zeng, Dingzhu Wen, Guangxu Zhu, Changsheng You, Qimei Chen, Yuanming Shi |
| 2022 | GLOBECOM | Communication-Efficient Device Scheduling via Over-the-Air Computation for Federated Learning. | Bingqing Jiang, Jun Du, Chunxiao Jiang, Yuanming Shi, Zhu Han |
| 2022 | GLOBECOM | Federated Learning over LEO Satellite. | Yiji Wang, Cheng Zou, Dingzhu Wen, Yuanming Shi |
| 2022 | GLOBECOM | Federated Reinforcement Learning for Real-Time Electric Vehicle Charging and Discharging Control. | Zixuan Zhang, Yuning Jiang, Yuanming Shi, Ye Shi, Wei Chen |
| 2022 | PIMRC | Beamforming Design for Integrated Sensing and SWIPT System. | Xiangyu Zeng, Lukuan Xing, Youlong Wu, Yuanming Shi |
| 2022 | VTC | RIS-Assisted Over-the-Air Computation in Millimeter Wave Communication Networks. | Lin Hu, Zhibin Wang, Hongbin Zhu, Yuanming Shi, Yong Zhou |
| 2021 | GLOBECOM | Interference Management for Over-the-Air Computation and Cellular Coexistence Systems. | Yuhang Du, Lukuan Xing, Yong Zhou, Yuanming Shi |
| 2021 | GLOBECOM | Double-RIS Assisted Over-the-Air Computation. | Jun Li, Min Fu, Yong Zhou, Yuanming Shi |
| 2021 | GLOBECOM | Capacity Region of Intelligent Reflecting Surface Aided Wireless Networks via Active Learning. | Yandong Shi, Min Fu, Yong Zhou, Yuanming Shi |
| 2021 | GLOBECOM | Learning Proximal Operator Methods for Massive Connectivity in IoT Networks. | Yinan Zou, Yong Zhou, Yuanming Shi, Xu Chen |
| 2021 | IPCCC | Communication-Efficient Quantized SGD for Learning Polynomial Neural Network. | Zhanpeng Yang, Yong Zhou, Youlong Wu, Yuanming Shi |
| 2021 | ISIT | Over-the-Air Decentralized Federated Learning. | Yandong Shi, Yong Zhou, Yuanming Shi |
| 2021 | WCNC | Robust Design for Reconfigurable Intelligent Surface Assisted Over-the-Air Computation. | Qiaochu An, Yong Zhou, Yuanming Shi |
| 2020 | GLOBECOM | Stochastic Beamforming for Reconfigurable Intelligent Surface Aided Over-the-Air Computation. | Wenzhi Fang, Min Fu, Kunlun Wang, Yuanming Shi, Yong Zhou |
| 2020 | GLOBECOM | Age of Aggregated Information: Timely Status Update with Over-the-Air Computation. | Jie Li, Yong Zhou, He Chen, Yuanming Shi |
| 2020 | ICASSP | Bandit Sampling for Faster Activity and Data Detection in Massive Random Access. | Jialin Dong, Jun Zhang, Yuanming Shi |
| 2020 | ICASSP | Intelligent Reflecting Surface for Massive Device Connectivity: Joint Activity Detection and Channel Estimation. | Shuhao Xia, Yuanming Shi |
| 2020 | VTC | Reconfigurable Intelligent Surface Assisted Non-Orthogonal Unicast and Broadcast Transmission. | Qiaochu An, Yuanming Shi, Yong Zhou |
| 2020 | VTC | Phase Retrieval via Difference of Convex Programming. | Jinglian He, Min Fu, Kaiqiang Yu, Yuanming Shi |
| 2020 | VTC | Coordinated Passive Beamforming for Distributed Intelligent Reflecting Surfaces Network. | Jinglian He, Kaiqiang Yu, Yuanming Shi |
| 2020 | VTC | Reconfigurable Intelligent Surface Enhanced Cognitive Radio Networks. | Jinglian He, Kaiqiang Yu, Yong Zhou, Yuanming Shi |
| 2020 | VTC | Noisy Demixing: Convex Relaxation Meets Nonconvex Optimization. | Shaoming Huang, Yong Zhou, Yuanming Shi |
| 2020 | VTC | Multigroup Multicast Transmission via Intelligent Reflecting Surface. | Ding Li, Qiaochu An, Yuanming Shi, Yong Zhou |
| 2020 | VTC | Wirelessly Powered Data Aggregation via Intelligent Reflecting Surface Assisted Over-the-Air Computation. | Zhibin Wang, Yuanming Shi, Yong Zhou |
| 2020 | WCNC | Towards Reconfigurable Intelligent Surfaces Powered Green Wireless Networks. | Siyuan Sun, Min Fu, Yuanming Shi, Yong Zhou |
| 2019 | AISTATS | Blind Demixing via Wirtinger Flow with Random Initialization. | Jialin Dong, Yuanming Shi |
| 2019 | GLOBECOM | Over-the-Air Computation via Intelligent Reflecting Surfaces. | Tao Jiang, Yuanming Shi |
| 2019 | GLOBECOM | Randomized Sketching Based Beamforming for Massive MIMO. | Hayoung Choi, Tao Jiang, Weijing Li, Yuanming Shi |
| 2019 | GLOBECOM | Intelligent Reflecting Surface for Downlink Non-Orthogonal Multiple Access Networks. | Min Fu, Yong Zhou, Yuanming Shi |
| 2019 | GLOBECOM | Reconfigurable Intelligent Surface for Green Edge Inference in Machine Learning. | Sheng Hua, Yuanming Shi |
| 2019 | GLOBECOM | A Graph Neural Network Approach for Scalable Wireless Power Control. | Yifei Shen, Yuanming Shi, Jun Zhang, Khaled B. Letaief |
| 2019 | GLOBECOM | Learning to Branch-and-Bound for Header-Free Communications. | Yandong Shi, Yuanming Shi |
| 2019 | ICASSP | Sparse Blind Demixing for Low-latency Signal Recovery in Massive Iot Connectivity. | Jialin Dong, Yuanming Shi, Zhi Ding |
| 2019 | ICASSP | Pliable Data Shuffling for On-device Distributed Learning. | Tao Jiang, Kai Yang, Yuanming Shi |
| 2019 | ICASSP | Layer-wise Deep Neural Network Pruning via Iteratively Reweighted Optimization. | Tao Jiang, Xiangyu Yang, Yuanming Shi, Hao Wang |
| 2019 | ICASSP | Algebraically-initialized Expectation Maximization for Header-free Communication. | Liangzu Peng, Xuming Song, Manolis C. Tsakiris, Hayoung Choi, Laurent Kneip, Yuanming Shi |
| 2019 | ICASSP | Learning Shallow Neural Networks via Provable Gradient Descent with Random Initialization. | Shuhao Xia, Yuanming Shi |
| 2019 | VTC | Sparse Blind Demixing for Low-Latency Wireless Random Access with Massive Connectivity. | Min Fu, Jialin Dong, Yuanming Shi |
| 2019 | VTC | Blind Deconvolution Meets Phase Retrieval in Optical Wireless Communications. | Min Fu, Yuanming Shi |
| 2019 | VTC | On-Device Federated Learning via Second-Order Optimization with Over-the-Air Computation. | Sheng Hua, Kai Yang, Yuanming Shi |
| 2019 | VTC | Deep Learning Tasks Processing in Fog-RAN. | Sheng Hua, Xiangyu Yang, Kai Yang, Gao Yin, Yuanming Shi, Hao Wang |
| 2018 | ICASSP | Low-Rank Optimization for Data Shuffling in Wireless Distributed Computing. | Kai Yang, Yuanming Shi, Zhi Ding |
| 2018 | ISIT | Comparing Massive Networks via Moment Matrices. | Hayoung Choi, Yifei Shen, Yuanming Shi |
| 2018 | ISIT | Nonconvex Demixing from Bilinear Measurements. | Jialin Dong, Yuanming Shi |
| 2018 | ISIT | Permuted Linear Model for Header-Free Communication via Symmetric Polynomials. | Xuming Song, Hayoung Choi, Yuanming Shi |
| 2018 | VTC | Phase Transitions of Massive Device Connectivity via Convex Geometry. | Tao Jiang, Yuanming Shi |
| 2018 | VTC | Generalized Low-Rank Matrix Completion via Nonconvex Schatten $p$-Norm Minimization. | Qiong Wu, Fan Zhang, Hao Wang, Yuanming Shi |
| 2018 | VTC | $L_{2}$-Box Optimization for Green Cloud-RAN via Network Adaptation. | Fan Zhang, Qiong Wu, Hao Wang, Yuanming Shi |
| 2018 | WCNC | Blind demixing for low-latency communication. | Jialin Dong, Kai Yang, Yuanming Shi |
| 2017 | ICDM | Ranking from Crowdsourced Pairwise Comparisons via Smoothed Matrix Manifold Optimization. | Jialin Dong, Kai Yang, Yuanming Shi |
| 2017 | VTC | A Sparse and Low-Rank Optimization Framework for Network Topology Control in Dense Fog-RAN. | Yuanming Shi, Bamdev Mishra, Xuan Liu, Wei Chen |
| 2016 | GLOBECOM | Low-Rank Matrix Completion for Mobile Edge Caching in Fog-RAN via Riemannian Optimization. | Kai Yang, Yuanming Shi, Zhi Ding |
| 2016 | ISIT | Statistical group sparse beamforming for green Cloud-RAN via large system analysis. | Yuanming Shi, Jun Zhang, Khaled Ben Letaief |
| 2015 | ISIT | Low-rank matrix completion via Riemannian pursuit for topological interference management. | Yuanming Shi, Jun Zhang, Khaled Ben Letaief |
| 2014 | GLOBECOM | Scalable coordinated beamforming for dense wireless cooperative networks. | Yuanming Shi, Jun Zhang, Khaled Ben Letaief |
| 2012 | GLOBECOM | Coordinated relay beamforming for amplify-and-forward two-hop interference networks. | Yuanming Shi, Jun Zhang, Khaled Ben Letaief |