| 2026 | PPoPP | RoMeo: Mitigating Dual-dimensional Outliers with Rotated Mixed Precision Quantization. | Qihao Zhang, Mingliang Tang, Mingshu Zhai, Kinman Lei, Jidong Zhai |
| 2025 | CGO | 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 |
| 2025 | SC | 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 |
| 2025 | USENIX | 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 |
| 2025 | USENIX | QFactory: Accelerating Quantized Large Language Model Serving with Qtile Graphs. | Qihao Zhang, Mingshu Zhai, Rui Sun, Jidong Zhai |
| 2024 | USENIX | PUZZLE: Efficiently Aligning Large Language Models through Light-Weight Context Switch. | Kinman Lei, Yuyang Jin, Mingshu Zhai, Kezhao Huang, Haoxing Ye, Jidong Zhai |
| 2023 | SC | 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 |
| 2023 | USENIX | SmartMoE: Efficiently Training Sparsely-Activated Models through Combining Offline and Online Parallelization. | Mingshu Zhai, Jiaao He, Zixuan Ma, Zan Zong, Runqing Zhang, Jidong Zhai |
| 2020 | SC | GraphPi: high performance graph pattern matching through effective redundancy elimination. | Tianhui Shi, Mingshu Zhai, Yi Xu, Jidong Zhai |