Shuangyan Yang

15 papers A* 3A 1Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2025 A* conf
Buffalo: Enabling Large-Scale GNN Training via Memory-Efficient Bucketization.
HPCA
Shuangyan Yang, Minjia Zhang, Dong Li
2025 — conf
LM-Offload: Performance Model-Guided Generative Inference of Large Language Models with Parallelism Control.
IPDPS (Workshops)
Jianbo Wu, Jie Ren, Shuangyan Yang, Konstantinos Parasyris, Giorgis Georgakoudis, Ignacio Laguna, Dong Li
2025 A* conf
Machine Learning-Guided Memory Optimization for DLRM Inference on Tiered Memory.
HPCA
Jie Ren, Bin Ma, Shuangyan Yang, Benjamin Francis, Ehsan K. Ardestani, Min Si, Dong Li
2025 J jnl
Machine Learning-Guided Memory Optimization for DLRM Inference on Tiered Memory.
CoRR
Jie Ren, Bin Ma, Shuangyan Yang, Benjamin Francis, Ehsan K. Ardestani, Min Si, Dong Li
2025 A conf
Performance Characterization of CXL Memory and Its Use Cases.
IPDPS
Xi Wang, Jie Liu, Jianbo Wu, Shuangyan Yang, Jie Ren, Bhanu Shankar, Dong Li
2025 J jnl
Three-Dimensional Forward Modeling for Grounded-Source Semi-Airborne Transient Electromagnetic Method With IP Effect Directly in Time Domain Based on SOE Approximation.
IEEE Trans. Geosci. Remote. Sens.
Shuangyan Yang, Yanfu Qi, Hui Chen, Chenchen Shu, Zetong Wang, Yuhui Zhao, Peihang Xie
2024 J jnl
3-D Forward Modeling of Semi-Airborne TEM Method With IP Effect Based on Goal-Oriented Adaptive Finite Element Algorithm.
IEEE Trans. Geosci. Remote. Sens.
Chenchen Shu, Yanfu Qi, Shuangyan Yang, Jianmei Zhou
2024 A* conf
Enabling Large Dynamic Neural Network Training with Learning-based Memory Management.
HPCA
Jie Ren, Dong Xu, Shuangyan Yang, Jiacheng Zhao, Zhicheng Li, Christian Navasca, Chenxi Wang, Guoqing Harry Xu, Dong Li
2024 J jnl
Exploring and Evaluating Real-world CXL: Use Cases and System Adoption.
CoRR
Jie Liu, Xi Wang, Jianbo Wu, Shuangyan Yang, Jie Ren, Bhanu Shankar, Dong Li
2024 J jnl
Tuning Fast Memory Size based on Modeling of Page Migration for Tiered Memory.
CoRR
Shangye Chen, Jin Huang, Shuangyan Yang, Jie Liu, Huaicheng Li, Dimitrios S. Nikolopoulos, Junhee Ryu, Jinho Baek, Kwangsik Shin, Dong Li
2023 — conf
Betty: Enabling Large-Scale GNN Training with Batch-Level Graph Partitioning.
ASPLOS (2)
Shuangyan Yang, Minjia Zhang, Wenqian Dong, Dong Li
2022 J jnl
Relationship between the Intraseasonal Oscillation over Mid-High-Latitude Eurasia and the Stratospheric Sudden Warming Event in February 2018.
Remote. Sens.
Linjie Fan, Shuangyan Yang, Jinggao Hu, Tim Li
2021 — conf
ZeRO-Offload: Democratizing Billion-Scale Model Training.
USENIX ATC
Jie Ren, Samyam Rajbhandari, Reza Yazdani Aminabadi, Olatunji Ruwase, Shuangyan Yang, Minjia Zhang, Dong Li, Yuxiong He
2021 J jnl
ZeRO-Offload: Democratizing Billion-Scale Model Training.
CoRR
Jie Ren, Samyam Rajbhandari, Reza Yazdani Aminabadi, Olatunji Ruwase, Shuangyan Yang, Minjia Zhang, Dong Li, Yuxiong He
2020 J jnl
BionoiNet: ligand-binding site classification with off-the-shelf deep neural network.
Bioinform.
Wentao Shi, Jeffrey Mitchell Lemoine, Abd-El-Monsif A. Shawky, Manali Singha, Limeng Pu, Shuangyan Yang, J. Ramanujam, Michal Brylinski