Boyuan Zhang

Boyuan Zhang (张博源)

Assistant Professor, Department of Computer Science · University of Kentucky
Director, WARP Lab
GitHub Google Scholar LinkedIn

Selected Publications

IPDPS'26
Near-Zero Cost KV Cache Compression for Large Language Model Inference
Boyuan Zhang, Ding Zhou, Yafan Huang, Shihui Song, Hao Feng, Jinda Jia, Chengming Zhang, and Zhi Zhang.
Proceedings of the 40th IEEE International Parallel and Distributed Processing Symposium, 2026.
IPDPS'26
Accelerating AI Compression through Lightweight Lossless Encoding and Pipelined Workflows
Boyuan Zhang, Luanzheng Guo, Jiannan Tian, Jinyang Liu, Daoce Wang, Chengming Zhang, Bo Fang, Fengguang Song, Jan Strube, Nathan R. Tallent, and Dingwen Tao.
Proceedings of the 40th IEEE International Parallel and Distributed Processing Symposium, 2026.
ICS'25Best Paper Runner-Up
BMQSim: Overcoming Memory Constraints in Quantum Circuit Simulation with a High-Fidelity Compression Framework
Boyuan Zhang, Bo Fang, Fanjiang Ye, Luanzheng Guo, Fengguang Song, Nathan R. Tallent, and Dingwen Tao.
Proceedings of the 39th ACM International Conference on Supercomputing, pp. 689–704, 2025.
ICS'25Best Paper Candidate
Pushing the Limits of GPU Lossy Compression: A Hierarchical Delta Approach
Boyuan Zhang, Yafan Huang, Sheng Di, Fengguang Song, Guanpeng Li, and Franck Cappello.
Proceedings of the 39th ACM International Conference on Supercomputing, pp. 654–669, 2025.
SC'24
Accelerating Communication in Deep Learning Recommendation Model Training with Dual-Level Adaptive Lossy Compression
Hao Feng*, Boyuan Zhang*, Fanjiang Ye, Min Si, Ching-Hsiang Chu, Jiannan Tian, Chunxing Yin, Summer Deng, Yuchen Hao, Pavan Balaji, Tong Geng, and Dingwen Tao.
SC24: International Conference for High Performance Computing, Networking, Storage and Analysis, pp. 1–16, IEEE, 2024.
HPDC'23
FZ-GPU: A Fast and High-Ratio Lossy Compressor for Scientific Computing Applications on GPUs
Boyuan Zhang, Jiannan Tian, Sheng Di, Xiaodong Yu, Yunhe Feng, Xin Liang, Dingwen Tao, and Franck Cappello.
Proceedings of the 32nd International Symposium on High-Performance Parallel and Distributed Computing, pp. 129–142, 2023.
ICS'23
GPULZ: Optimizing LZSS Lossless Compression for Multi-Byte Data on Modern GPUs
Boyuan Zhang, Jiannan Tian, Sheng Di, Xiaodong Yu, Martin Swany, Dingwen Tao, and Franck Cappello.
Proceedings of the 37th ACM International Conference on Supercomputing, pp. 348–359, 2023.

* denotes equal contribution. Please refer to the full list on Google Scholar.