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2020 – today
- 2024
[c8]Xudong Liao
, Han Tian, Chaoliang Zeng, Xinchen Wan, Kai Chen:
Astraea: Towards Fair and Efficient Learning-based Congestion Control. EuroSys 2024: 99-114- [c7]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 - [c6]Chaoliang Zeng, Xudong Liao, Xiaodian Cheng, Han Tian, Xinchen Wan, Hao Wang, Kai Chen:
Accelerating Neural Recommendation Training with Embedding Scheduling. NSDI 2024 - [c5]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: 568-580 - [i3]Xudong Liao, Han Tian, Chaoliang Zeng, Xinchen Wan, Kai Chen:
Towards Fair and Efficient Learning-based Congestion Control. CoRR abs/2403.01798 (2024) - 2023
- [j1]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): 143:1-143:23 (2023) - [c4]Zilong Wang, Xinchen Wan, Chaoliang Zeng, Kai Chen:
Accurate and Scalable Rate Limiter for RDMA NICs. APNet 2023: 15-20 - [c3]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: 1-14 - 2022
- [c2]Xinchen Wan, Kai Chen, Yiming Zhang:
DGS: Communication-Efficient Graph Sampling for Distributed GNN Training. ICNP 2022: 1-11 - 2021
- [i2]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 abs/2110.01556 (2021) - 2020
- [c1]Xinchen Wan, Hong Zhang, Hao Wang, Shuihai Hu, Junxue Zhang, Kai Chen:
RAT - Resilient Allreduce Tree for Distributed Machine Learning. APNet 2020: 52-57 - [i1]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 abs/2008.08445 (2020)
Coauthor Index
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