Shuangyan Yang
University of California, Merced(US)
Publications by Year
Research Areas
Topic Modeling, Advanced Neural Network Applications, Parallel Computing and Optimization Techniques, Neural Networks and Applications, Natural Language Processing Techniques
Most-Cited Works
- → ZeRO-Offload: Democratizing Billion-Scale Model Training(2021)61 cited
- → Betty: Enabling Large-Scale GNN Training with Batch-Level Graph Partitioning(2023)36 cited
- → Enabling Large Dynamic Neural Network Training with Learning-based Memory Management(2024)10 cited
- → Buffalo: Enabling Large-Scale GNN Training via Memory-Efficient Bucketization(2025)7 cited
- → Machine Learning-Guided Memory Optimization for DLRM Inference on Tiered Memory(2025)4 cited
- → LM-Offload: Performance Model-Guided Generative Inference of Large Language Models with Parallelism Control(2025)
- → Tuning Fast Memory Size based on Modeling of Page Migration for Tiered Memory(2024)