Borui Wan

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Adaptive Quantization

Top Venues

Publications

Juntao Zhao, Borui Wan, Yanghua Peng, Haibin Lin, Yibo Zhu, Chuan Wu
QSync: Quantization-Minimized Synchronous Distributed Training Across Hybrid Devices. IPDPS (2024)
Borui Wan, Mingji Han, Yiyao Sheng, Zhichao Lai, Mofan Zhang, Junda Zhang, Yanghua Peng, Haibin Lin, Xin Liu, Chuan Wu
ByteCheckpoint: A Unified Checkpointing System for LLM Development. CoRR (2024)
Juntao Zhao, Borui Wan, Yanghua Peng, Haibin Lin, Chuan Wu
LLM-PQ: Serving LLM on Heterogeneous Clusters with Phase-Aware Partition and Adaptive Quantization. CoRR (2024)
Juntao Zhao, Borui Wan, Chuan Wu, Yanghua Peng, Haibin Lin
POSTER: LLM-PQ: Serving LLM on Heterogeneous Clusters with Phase-Aware Partition and Adaptive Quantization. PPoPP (2024)
Juntao Zhao, Borui Wan, Yanghua Peng, Haibin Lin, Yibo Zhu, Chuan Wu
QSync: Quantization-Minimized Synchronous Distributed Training Across Hybrid Devices. CoRR (2024)
Borui Wan, Juntao Zhao, Chuan Wu
Adaptive Message Quantization and Parallelization for Distributed Full-graph GNN Training. MLSys (2023)
Borui Wan, Juntao Zhao, Chuan Wu
Adaptive Message Quantization and Parallelization for Distributed Full-graph GNN Training. CoRR (2023)
Gaoyang Liu, Shijie Wang, Borui Wan, Zekun Wang, Chen Wang
ML-Stealer: Stealing Prediction Functionality of Machine Learning Models with Mere Black-Box Access. TrustCom (2021)