Xinchen Wan

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Congestion Control

Spatially Distributed

Efficient Learning

Pattern Languages

Top Venues

Publications

Chaoliang Zeng, Xudong Liao, Xiaodian Cheng, Han Tian, Xinchen Wan, Hao Wang, Kai Chen
Accelerating Neural Recommendation Training with Embedding Scheduling. NSDI (2024)
Xudong Liao, Han Tian, Chaoliang Zeng, Xinchen Wan, Kai Chen
Astraea: Towards Fair and Efficient Learning-based Congestion Control. EuroSys (2024)
Xudong Liao, Han Tian, Chaoliang Zeng, Xinchen Wan, Kai Chen
Towards Fair and Efficient Learning-based Congestion Control. CoRR (2024)
Hao Wang, Han Tian, Jingrong Chen, Xinchen Wan, Jiacheng Xia, Gaoxiong Zeng, Wei Bai, Junchen Jiang, Yong Wang, Kai Chen
Towards Domain-Specific Network Transport for Distributed DNN Training. NSDI (2024)
Zilong Wang, Xinchen Wan, Luyang Li, Yijun Sun, Peng Xie, Xin Wei, Qingsong Ning, Junxue Zhang, Kai Chen
Fast, Scalable, and Accurate Rate Limiter for RDMA NICs. SIGCOMM (2024)
Zilong Wang, Xinchen Wan, Chaoliang Zeng, Kai Chen
Accurate and Scalable Rate Limiter for RDMA NICs. APNet (2023)
Zilong Wang, Layong Luo, Qingsong Ning, Chaoliang Zeng, Wenxue Li, Xinchen Wan, Peng Xie, Tao Feng, Ke Cheng, Xiongfei Geng, Tianhao Wang, Weicheng Ling, Kejia Huo, Pingbo An, Kui Ji, Shideng Zhang, Bin Xu, Ruiqing Feng, Tao Ding, Kai Chen, Chuanxiong Guo
SRNIC: A Scalable Architecture for RDMA NICs. NSDI (2023)
Xinchen Wan, Kaiqiang Xu, Xudong Liao, Yilun Jin, Kai Chen, Xin Jin
Scalable and Efficient Full-Graph GNN Training for Large Graphs. Proc. ACM Manag. Data 1 (2) (2023)
Xinchen Wan, Kai Chen, Yiming Zhang
DGS: Communication-Efficient Graph Sampling for Distributed GNN Training. ICNP (2022)
Kaiqiang Xu, Xinchen Wan, Hao Wang, Zhenghang Ren, Xudong Liao, Decang Sun, Chaoliang Zeng, Kai Chen
TACC: A Full-stack Cloud Computing Infrastructure for Machine Learning Tasks. CoRR (2021)
Xinchen Wan, Hong Zhang, Hao Wang, Shuihai Hu, Junxue Zhang, Kai Chen
RAT - Resilient Allreduce Tree for Distributed Machine Learning. APNet (2020)
Hao Wang, Jingrong Chen, Xinchen Wan, Han Tian, Jiacheng Xia, Gaoxiong Zeng, Weiyan Wang, Kai Chen, Wei Bai, Junchen Jiang
Domain-specific Communication Optimization for Distributed DNN Training. CoRR (2020)