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Shuangyan Yang

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

5

Venues

3

Active years

2021–2025

Best venue rank

A*

Where they publish

Papers

5 indexed papers, newest first.

YearVenueTitleAuthors
2025HPCAMachine Learning-Guided Memory Optimization for DLRM Inference on Tiered Memory.Jie Ren, Bin Ma, Shuangyan Yang, Benjamin Francis, Ehsan K. Ardestani, Min Si, Dong Li
2025HPCABuffalo: Enabling Large-Scale GNN Training via Memory-Efficient Bucketization.Shuangyan Yang, Minjia Zhang, Dong Li
2024HPCAEnabling Large Dynamic Neural Network Training with Learning-based Memory Management.Jie Ren, Dong Xu, Shuangyan Yang, Jiacheng Zhao, Zhicheng Li, Christian Navasca, Chenxi Wang, Guoqing Harry Xu, Dong Li
2023ASPLOSBetty: Enabling Large-Scale GNN Training with Batch-Level Graph Partitioning.Shuangyan Yang, Minjia Zhang, Wenqian Dong, Dong Li
2021USENIXZeRO-Offload: Democratizing Billion-Scale Model Training.Jie Ren, Samyam Rajbhandari, Reza Yazdani Aminabadi, Olatunji Ruwase, Shuangyan Yang, Minjia Zhang, Dong Li, Yuxiong He