Improving Inter-domain Routing through Multi-agent Reinforcement Learning. - Xiaoyang Zhao 005; Chuan Wu 001; Franck Le (INFOCOM Workshops, 2020)

A Smart Robotic Walker With Intelligent Close-Proximity Interaction Capabilities for Elderly Mobility Safety. - Xiaoyang Zhao 005; Zhi Zhu; Mingshan Liu; Chongyu Zhao; Yafei Zhao; Jia Pan 001; Zheng Wang 002; Chuan Wu 001 (Frontiers Neurorobotics, 2020)

Large-Scale Machine Learning Cluster Scheduling via Multi-Agent Graph Reinforcement Learning. - Xiaoyang Zhao 005; Chuan Wu 001 (IEEE Trans. Netw. Serv. Manag., 2022)

FaPES: Enabling Efficient Elastic Scaling for Serverless Machine Learning Platforms. - Xiaoyang Zhao 005; Siran Yang; Jiamang Wang; Lansong Diao; Lin Qu; Chuan Wu 001 (SoCC, 2024)

AdapCC: Making Collective Communication in Distributed Machine Learning Adaptive. - Xiaoyang Zhao 005; Zhe Zhang; Chuan Wu 001 (ICDCS, 2024)

Dynamic Flow Scheduling for DNN Training Workloads in Data Centers. - Xiao-Yang Zhao 005; Chuan Wu 001; Xia Zhu (IEEE Trans. Netw. Serv. Manag., 2024)