TACC: A Full-stack Cloud Computing Infrastructure for Machine Learning Tasks. - Kaiqiang Xu; Xinchen Wan; Hao Wang 116; Zhenghang Ren; Xudong Liao; Decang Sun; Chaoliang Zeng; Kai Chen 005 (CoRR, 2021)

Spine: an efficient DRL-based congestion control with ultra-low overhead. - Han Tian; Xudong Liao; Chaoliang Zeng; Junxue Zhang 001; Kai Chen 005 (CoNEXT, 2022)

Multi-objective congestion control. - Yiqing Ma; Han Tian; Xudong Liao; Junxue Zhang 001; Weiyan Wang; Kai Chen 005; Xin Jin 008 (EuroSys, 2022)

Scalable and Efficient Full-Graph GNN Training for Large Graphs. - Xinchen Wan; Kaiqiang Xu; Xudong Liao; Yilun Jin; Kai Chen 005; Xin Jin 008 (Proc. ACM Manag. Data, 2023)

Glider: rethinking congestion control with deep reinforcement learning. - Zhenchang Xia; Libing Wu; Fei Wang; Xudong Liao; Haiyan Hu; Jia Wu 001; Dan Wu 006 (World Wide Web (WWW), 2023)

Astraea: Towards Fair and Efficient Learning-based Congestion Control. - Xudong Liao; Han Tian; Chaoliang Zeng; Xinchen Wan; Kai Chen 005 (EuroSys, 2024)

Accelerating Neural Recommendation Training with Embedding Scheduling. - Chaoliang Zeng; Xudong Liao; Xiaodian Cheng; Han Tian; Xinchen Wan; Hao Wang 116; Kai Chen 005 (NSDI, 2024)

AFOD: Two-stage object detection based on anchor-free remote sensing photos. - Liangrui Fu; Jinqiu Deng; Baoliang Zhu; Zengyan Li; Xudong Liao (Open Comput. Sci., 2024)

Towards Fair and Efficient Learning-based Congestion Control. - Xudong Liao; Han Tian; Chaoliang Zeng; Xinchen Wan; Kai Chen 005 (CoRR, 2024)

Efficient DRL-Based Congestion Control With Ultra-Low Overhead. - Han Tian; Xudong Liao; Chaoliang Zeng; Decang Sun; Junxue Zhang 001; Kai Chen 005 (IEEE/ACM Trans. Netw., 2024)

Design and Operation of Shared Machine Learning Clusters on Campus. - Kaiqiang Xu; Decang Sun; Hao Wang 116; Zhenghang Ren; Xinchen Wan; Xudong Liao; Zilong Wang 007; Junxue Zhang 001; Kai Chen 005 (ASPLOS (1), 2025)

Achieving Fairness Generalizability for Learning-based Congestion Control with Jury. - Han Tian; Xudong Liao; Decang Sun; Chaoliang Zeng; Yilun Jin; Junxue Zhang 001; Xinchen Wan; Zilong Wang 007; Yong Wang 046; Kai Chen 005 (EuroSys, 2025)

A Generic and Efficient Communication Framework for Message-Level In-Network Computing. - Xinchen Wan; Luyang Li; Han Tian; Xudong Liao; Xinyang Huang; Chaoliang Zeng; Zilong Wang 007; Xinyu Yang; Ke Cheng; Qingsong Ning; Guyue Liu; Layong Luo; et al. (INFOCOM, 2025)

Enabling Efficient GPU Communication over Multiple NICs with FuseLink. - Zhenghang Ren; Yuxuan Li; Zilong Wang 007; Xinyang Huang; Wenxue Li; Kaiqiang Xu; Xudong Liao; Yijun Sun; Bowen Liu; Han Tian; Junxue Zhang 001; Mingfei Wang; et al. (OSDI, 2025)

Towards Optimal Rack-scale μs-level CPU Scheduling through In-Network Workload Shaping. - Xudong Liao; Han Tian; Xinchen Wan; Chaoliang Zeng; Hao Wang 116; Junxue Zhang 001; Mengyu Ma; Guyue Liu; Kai Chen 005 (USENIX ATC, 2025)

mFabric: An Efficient and Scalable Fabric for Mixture-of-Experts Training. - Xudong Liao; Yijun Sun; Han Tian; Xinchen Wan; Yilun Jin; Zilong Wang 007; Zhenghang Ren; Xinyang Huang; Wenxue Li; Kin Fai Tse; Zhizhen Zhong; Guyue Liu; et al. (CoRR, 2025)