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)

Efficient DNN Training with Knowledge-Guided Layer Freezing. - Yiding Wang; Decang Sun; Kai Chen 005; Fan Lai 001; Mosharaf Chowdhury (CoRR, 2022)

Egeria: Efficient DNN Training with Knowledge-Guided Layer Freezing. - Yiding Wang; Decang Sun; Kai Chen 005; Fan Lai 001; Mosharaf Chowdhury (EuroSys, 2023)

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)

Enabling In-Network Acceleration Over the Cloud. - Hao Wang 116; Decang Sun; Jinbin Hu; Kai Chen 005 (INFOCOM, 2025)

GREEN: Carbon-efficient Resource Scheduling for Machine Learning Clusters. - Kaiqiang Xu; Decang Sun; Han Tian; Junxue Zhang 001; Kai Chen 005 (NSDI, 2025)