Borui Wan

According to our database, Borui Wan authored at least 6 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

ByteCheckpoint: A Unified Checkpointing System for LLM Development.

Borui Wan, Mingji Han, Yiyao Sheng, Zhichao Lai, Mofan Zhang, Junda Zhang, Yanghua Peng, Haibin Lin, Xin Liu, Chuan Wu

CoRR, 2024

LLM-PQ: Serving LLM on Heterogeneous Clusters with Phase-Aware Partition and Adaptive Quantization.

Juntao Zhao, Borui Wan, Yanghua Peng, Haibin Lin, Chuan Wu

CoRR, 2024

POSTER: LLM-PQ: Serving LLM on Heterogeneous Clusters with Phase-Aware Partition and Adaptive Quantization.

Juntao Zhao, Borui Wan, Chuan Wu, Yanghua Peng, Haibin Lin

Proceedings of the 29th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, 2024

QSync: Quantization-Minimized Synchronous Distributed Training Across Hybrid Devices.

Juntao Zhao, Borui Wan, Yanghua Peng, Haibin Lin, Yibo Zhu, Chuan Wu

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

2023

Adaptive Message Quantization and Parallelization for Distributed Full-graph GNN Training.

Borui Wan, Juntao Zhao, Chuan Wu

Proceedings of the Sixth Conference on Machine Learning and Systems, 2023

2021

ML-Stealer: Stealing Prediction Functionality of Machine Learning Models with Mere Black-Box Access.

Gaoyang Liu, Shijie Wang, Borui Wan, Zekun Wang, Chen Wang

Proceedings of the 20th IEEE International Conference on Trust, 2021