BionoiNet: ligand-binding site classification with off-the-shelf deep neural network. - Wentao Shi; Jeffrey Mitchell Lemoine; Abd-El-Monsif A. Shawky; Manali Singha; Limeng Pu; Shuangyan Yang; J. Ramanujam; Michal Brylinski (Bioinform., 2020)

ZeRO-Offload: Democratizing Billion-Scale Model Training. - Jie Ren 015; Samyam Rajbhandari; Reza Yazdani Aminabadi; Olatunji Ruwase; Shuangyan Yang; Minjia Zhang; Dong Li 001; Yuxiong He (USENIX ATC, 2021)

Relationship between the Intraseasonal Oscillation over Mid-High-Latitude Eurasia and the Stratospheric Sudden Warming Event in February 2018. - Linjie Fan; Shuangyan Yang; Jinggao Hu; Tim Li (Remote. Sens., 2022)

Betty: Enabling Large-Scale GNN Training with Batch-Level Graph Partitioning. - Shuangyan Yang; Minjia Zhang; Wenqian Dong; Dong Li 001 (ASPLOS (2), 2023)

Enabling Large Dynamic Neural Network Training with Learning-based Memory Management. - Jie Ren 015; Dong Xu 024; Shuangyan Yang; Jiacheng Zhao; Zhicheng Li; Christian Navasca; Chenxi Wang 005; Guoqing Harry Xu; Dong Li 001 (HPCA, 2024)

Exploring and Evaluating Real-world CXL: Use Cases and System Adoption. - Jie Liu; Xi Wang; Jianbo Wu; Shuangyan Yang; Jie Ren 015; Bhanu Shankar; Dong Li 001 (CoRR, 2024)

Tuning Fast Memory Size based on Modeling of Page Migration for Tiered Memory. - Shangye Chen; Jin Huang; Shuangyan Yang; Jie Liu; Huaicheng Li; Dimitrios S. Nikolopoulos; Junhee Ryu; Jinho Baek; Kwangsik Shin; Dong Li 001 (CoRR, 2024)

3-D Forward Modeling of Semi-Airborne TEM Method With IP Effect Based on Goal-Oriented Adaptive Finite Element Algorithm. - Chenchen Shu; Yanfu Qi; Shuangyan Yang; Jianmei Zhou (IEEE Trans. Geosci. Remote. Sens., 2024)

Machine 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 (HPCA, 2025)

Buffalo: Enabling Large-Scale GNN Training via Memory-Efficient Bucketization. - Shuangyan Yang; Minjia Zhang; Dong Li (HPCA, 2025)

Performance Characterization of CXL Memory and Its Use Cases. - Xi Wang; Jie Liu; Jianbo Wu; Shuangyan Yang; Jie Ren; Bhanu Shankar; Dong Li (IPDPS, 2025)

LM-Offload: Performance Model-Guided Generative Inference of Large Language Models with Parallelism Control. - Jianbo Wu; Jie Ren 015; Shuangyan Yang; Konstantinos Parasyris; Giorgis Georgakoudis; Ignacio Laguna; Dong Li 001 (IPDPS (Workshops), 2025)

Three-Dimensional Forward Modeling for Grounded-Source Semi-Airborne Transient Electromagnetic Method With IP Effect Directly in Time Domain Based on SOE Approximation. - Shuangyan Yang; Yanfu Qi; Hui Chen; Chenchen Shu; Zetong Wang; Yuhui Zhao; Peihang Xie (IEEE Trans. Geosci. Remote. Sens., 2025)