Mingshu Zhai

According to our database, Mingshu Zhai authored at least 13 papers between 2020 and 2026.

Collaborative distances:

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

2026

RoMeo: Mitigating Dual-dimensional Outliers with Rotated Mixed Precision Quantization.

Qihao Zhang, Mingliang Tang, Mingshu Zhai, Kinman Lei, Jidong Zhai

Proceedings of the 31st ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, 2026

2025

RL in the Wild: Characterizing RLVR Training in LLM Deployment.

Jiecheng Zhou, Qinghao Hu, Yuyang Jin, Zerui Wang, Peng Sun, Yuzhe Gu, Wenwei Zhang, Mingshu Zhai, Xingcheng Zhang, Weiming Zhang

CoRR, September, 2025

Training Large Models on Heterogeneous and Geo-Distributed Resource with Constricted Networks.

Zan Zong, Minkun Guo, Mingshu Zhai, Yinan Tang, Jianjiang Li, Jidong Zhai

Big Data Min. Anal., 2025

QFactory: Accelerating Quantized Large Language Model Serving with Qtile Graphs.

Qihao Zhang, Mingshu Zhai, Rui Sun, Jidong Zhai

Proceedings of the 2025 USENIX Annual Technical Conference, 2025

mTuner: Accelerating Parameter-Efficient Fine-Tuning on Multi-GPU Servers with Elastic Tensor.

Kezhao Huang, Siqi Zhu, Mingshu Zhai, Liyan Zheng, Kinman Lei, Jiaao He, Yuyang Jin, Jidong Zhai

Proceedings of the 2025 USENIX Annual Technical Conference, 2025

TraceFlow: Efficient Trace Analysis for Large-Scale Parallel Applications via Interaction Pattern-Aware Trace Distribution.

Yuyang Jin, Xirui Shui, Mingshu Zhai, Zan Zong, Feng Zhang, Felix Wolf, Jidong Zhai

Proceedings of the International Conference for High Performance Computing, 2025

IntelliGen: Instruction-Level Auto-tuning for Tensor Program with Monotonic Memory Optimization.

Zixuan Ma, Haojie Wang, Jingze Xing, Shuhong Huang, Liyan Zheng, Chen Zhang, Huanqi Cao, Kezhao Huang, Mingshu Zhai, Shizhi Tang, Penghan Wang, Jidong Zhai

Proceedings of the 23rd ACM/IEEE International Symposium on Code Generation and Optimization, 2025

2024

PUZZLE: Efficiently Aligning Large Language Models through Light-Weight Context Switch.

Kinman Lei, Yuyang Jin, Mingshu Zhai, Kezhao Huang, Haoxing Ye, Jidong Zhai

Proceedings of the 2024 USENIX Annual Technical Conference, 2024

2023

Critique of "A Parallel Framework for Constraint-Based Bayesian Network Learning via Markov Blanket Discovery" by SCC Team From Tsinghua University.

Juncheng Cao, Kaiyuan Rong, Mingshu Zhai, Zeyu Song, Yanyu Ren, Yuxi Zhu, Wentao Han, Jidong Zhai

IEEE Trans. Parallel Distributed Syst., June, 2023

SmartMoE: Efficiently Training Sparsely-Activated Models through Combining Offline and Online Parallelization.

Mingshu Zhai, Jiaao He, Zixuan Ma, Zan Zong, Runqing Zhang, Jidong Zhai

Proceedings of the 2023 USENIX Annual Technical Conference, 2023

GraphSet: High Performance Graph Mining through Equivalent Set Transformations.

Tianhui Shi, Jidong Zhai, Haojie Wang, Qiqian Chen, Mingshu Zhai, Zixu Hao, Haoyu Yang, Wenguang Chen

Proceedings of the International Conference for High Performance Computing, 2023

2022

Critique of "MemXCT: Memory-Centric X-Ray CT Reconstruction With Massive Parallelization" by SCC Team From Tsinghua University.

Runxin Zhong, Jiajie Chen, Chen Zhang, Mingshu Zhai, Zeyu Song, Yutian Wang, Wentao Han, Lin Gan, Jidong Zhai

IEEE Trans. Parallel Distributed Syst., 2022

2020

GraphPi: high performance graph pattern matching through effective redundancy elimination.

Tianhui Shi, Mingshu Zhai, Yi Xu, Jidong Zhai

Proceedings of the International Conference for High Performance Computing, 2020