Xinchen Wan

Publications

100

Citations

H-Index

2020

Active since

Affiliations

Hong Kong University of Science and Technology(Current)

Xinchen Wan is an author at Hong Kong University of Science and Technology specializing in computer science, parallel computing, and parallel programming.

ORCID

Top concepts

EngineeringComputer ScienceParallel ComputingParallel ProgrammingData ScienceDeep LearningMachine LearningNetwork AnalysisCluster ComputingComputer Engineering

Publications per year

2020–2024

Publications

Scalable and Efficient Full-Graph GNN Training for Large Graphs

Xinchen Wan, Kaiqiang Xu, Xudong Liao et al. · Proceedings of the ACM on Management of Data · 2023 · 43 citations

Cluster Computing, Graph Representation Learning, Engineering +19

Astraea: Towards Fair and Efficient Learning-based Congestion Control

Xudong Liao, Han Tian, Chaoliang Zeng et al. · 2024 · 23 citations

RAT - Resilient Allreduce Tree for Distributed Machine Learning

Xinchen Wan, Hong Zhang, Hao Wang et al. · 2020 · 22 citations · Full text

Cluster Computing, Engineering, Machine Learning +16

Domain-specific Communication Optimization for Distributed DNN Training

Hao Wang, Jingrong Chen, Xinchen Wan et al. · arXiv (Cornell University) · 2020 · 12 citations · Full text

Engineering, Machine Learning, Communication Overhead +13

Rows per page

1–4 of 4