Concepedia

Xinyan Dai

XD

6

Publications

155

Citations

6

H-Index

2018

Active since

Affiliations

Chinese University of Hong Kong(Current)

Xinyan Dai is an author at Chinese University of Hong Kong specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningData MiningGraph TheoryDeep LearningGraph ProcessingNetwork AnalysisQuery Optimization

Publications per year

2018–2021

6

Publications

6

Hyper-Sphere Quantization: Communication-Efficient SGD for Federated Learning

Xinyan Dai, Yan Xiao, Kaiwen Zhou et al. · arXiv (Cornell University) · 2019 · 32 citations · Full text

Cluster Computing, High Cost, Machine Learning +13

Self-Enhanced GNN: Improving Graph Neural Networks Using Model Outputs

Han Yang, Yan Xiao, Xinyan Dai et al. · 2021 · 28 citations

Geometric Learning, Graph Neural Networks, Engineering +14

Understanding and Improving Proximity Graph Based Maximum Inner Product Search

Jie Liu, Xiao Yan, Xinyan Dai et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 26 citations · Full text

Angular Graph, Engineering, Network Analysis +19

Convolutional Embedding for Edit Distance

Xinyan Dai, Xiao Yan, Kaiwen Zhou et al. · 2020 · 26 citations · Full text

Norm-Ranging LSH for Maximum Inner Product Search

Xiao Yan, Jinfeng Li, Xinyan Dai et al. · arXiv (Cornell University) · 2018 · 23 citations · Full text

Mathematical Programming, Engineering, Machine Learning +22

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