Fine-Grained Embedding Dimension Optimization During Training for Recommender Systems.
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CoRR, 2024
SympleGraph: distributed graph processing with precise loop-carried dependency guarantee.
Proceedings of the 41st ACM SIGPLAN International Conference on Programming Language Design and Implementation, 2020
Prague: High-Performance Heterogeneity-Aware Asynchronous Decentralized Training.
Proceedings of the ASPLOS '20: Architectural Support for Programming Languages and Operating Systems, 2020
Distributed Graph Processing System and Processing-in-memory Architecture with Precise Loop-carried Dependency Guarantee.
ACM Trans. Comput. Syst., 2019
Heterogeneity-Aware Asynchronous Decentralized Training.
CoRR, 2019
Hop: Heterogeneity-aware Decentralized Training.
Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems, 2019
CSE: Parallel Finite State Machines with Convergence Set Enumeration.
Proceedings of the 51st Annual IEEE/ACM International Symposium on Microarchitecture, 2018
Transfer Learning Between Concepts for Human Behavior Modeling: An Application to Sincerity and Deception Prediction.
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017