A low-rank approach for interference management in dense wireless networks. - Kai Yang 006; Yuanming Shi; Jun Zhang 004; Zhi Ding 001; Khaled Ben Letaief (GlobalSIP, 2016)

Low-Rank Matrix Completion for Mobile Edge Caching in Fog-RAN via Riemannian Optimization. - Kai Yang 006; Yuanming Shi; Zhi Ding 001 (GLOBECOM, 2016)

Generalized matrix completion for low complexity transceiver processing in cache-aided Fog-RAN via the Burer-Monteiro approach. - Kai Yang 006; Yuanming Shi; Zhi Ding 001 (GlobalSIP, 2017)

Ranking from Crowdsourced Pairwise Comparisons via Smoothed Matrix Manifold Optimization. - Jialin Dong; Kai Yang 006; Yuanming Shi (ICDM Workshops, 2017)

Low-Rank Optimization for Data Shuffling in Wireless Distributed Computing. - Kai Yang 006; Yuanming Shi; Zhi Ding 001 (ICASSP, 2018)

Pliable Data Shuffling for On-device Distributed Learning. - Tao Jiang 016; Kai Yang 006; Yuanming Shi (ICASSP, 2019)

Federated Learning Based on Over-the-Air Computation. - Kai Yang 006; Tao Jiang 016; Yuanming Shi; Zhi Ding 001 (ICC, 2019)

On-Device Federated Learning via Second-Order Optimization with Over-the-Air Computation. - Sheng Hua; Kai Yang 006; Yuanming Shi (VTC Fall, 2019)

Deep Learning Tasks Processing in Fog-RAN. - Sheng Hua; Xiangyu Yang; Kai Yang 006; Gao Yin; Yuanming Shi; Hao Wang 045 (VTC Fall, 2019)

Inexact Primal-Dual Gradient Projection Methods for Nonlinear Optimization on Convex Set. - Fan Zhang 060; Hao Wang 045; Jiashan Wang; Kai Yang 006 (CoRR, 2019)

A Quasi-Newton Method Based Vertical Federated Learning Framework for Logistic Regression. - Kai Yang 006; Tao Fan 002; Tianjian Chen; Yuanming Shi; Qiang Yang 001 (CoRR, 2019)

Reconfigurable Intelligent Surface for Green Edge Inference. - Sheng Hua; Yong Zhou 006; Kai Yang 006; Yuanming Shi (CoRR, 2019)

Data Shuffling in Wireless Distributed Computing via Low-Rank Optimization. - Kai Yang 006; Yuanming Shi; Zhi Ding 001 (IEEE Trans. Signal Process., 2019)

Blind Demixing for Low-Latency Communication. - Jialin Dong; Kai Yang 006; Yuanming Shi (IEEE Trans. Wirel. Commun., 2019)

Generalized Low-Rank Optimization for Topological Cooperation in Ultra-Dense Networks. - Kai Yang 006; Yuanming Shi; Zhi Ding 001 (IEEE Trans. Wirel. Commun., 2019)

Communication-Efficient Edge AI: Algorithms and Systems. - Yuanming Shi; Kai Yang 006; Tao Jiang 016; Jun Zhang 004; Khaled B. Letaief (IEEE Commun. Surv. Tutorials, 2020)

Communication-Efficient Edge AI Inference Over Wireless Networks. - Kai Yang 006; Yong Zhou 006; Zhanpeng Yang; Yuanming Shi (CoRR, 2020)

Energy-Efficient Processing and Robust Wireless Cooperative Transmission for Edge Inference. - Kai Yang 006; Yuanming Shi; Wei Yu 001; Zhi Ding 001 (IEEE Internet Things J., 2020)

Federated Machine Learning for Intelligent IoT via Reconfigurable Intelligent Surface. - Kai Yang 006; Yuanming Shi; Yong Zhou 006; Zhanpeng Yang; Liqun Fu 001; Wei Chen 002 (IEEE Netw., 2020)

Ranking from Crowdsourced Pairwise Comparisons via Smoothed Riemannian Optimization. - Jialin Dong; Kai Yang 006; Yuanming Shi (ACM Trans. Knowl. Discov. Data, 2020)

Federated Learning via Over-the-Air Computation. - Kai Yang 006; Tao Jiang 016; Yuanming Shi; Zhi Ding 001 (IEEE Trans. Wirel. Commun., 2020)

Reconfigurable Intelligent Surface for Green Edge Inference. - Sheng Hua; Yong Zhou 006; Kai Yang 006; Yuanming Shi; Kunlun Wang 001 (IEEE Trans. Green Commun. Netw., 2021)

Over-the-Air Computation for Vertical Federated Learning. - Xiangyu Zeng 001; Shuhao Xia; Kai Yang 006; Youlong Wu; Yuanming Shi (ICC Workshops, 2022)

Trustworthy Federated Learning via Blockchain. - Zhanpeng Yang; Yuanming Shi; Yong Zhou 006; Zixin Wang; Kai Yang 006 (IEEE Internet Things J., 2023)