Identifying scalability bottlenecks for large-scale parallel programs with graph analysis. - Yuyang Jin 001; Haojie Wang; Xiongchao Tang; Torsten Hoefler; Xu Liu 001; Jidong Zhai (PPoPP, 2020)

ScalAna: automating scaling loss detection with graph analysis. - Yuyang Jin 001; Haojie Wang; Teng Yu; Xiongchao Tang; Torsten Hoefler; Xu Liu 001; Jidong Zhai (SC, 2020)

PerFlow: a domain specific framework for automatic performance analysis of parallel applications. - Yuyang Jin 001; Haojie Wang; Runxin Zhong; Chen Zhang 001; Jidong Zhai (PPoPP, 2022)

Vapro: performance variance detection and diagnosis for production-run parallel applications. - Liyan Zheng 001; Jidong Zhai; Xiongchao Tang; Haojie Wang; Teng Yu; Yuyang Jin 001; Shuaiwen Leon Song; Wenguang Chen (PPoPP, 2022)

Detecting Performance Variance for Parallel Applications Without Source Code. - Jidong Zhai; Liyan Zheng 001; Feng Zhang 007; Xiongchao Tang; Haojie Wang; Teng Yu; Yuyang Jin 001; Shuaiwen Leon Song; Wenguang Chen (IEEE Trans. Parallel Distributed Syst., 2022)

Unified Programming Models for Heterogeneous High-Performance Computers. - Zixuan Ma; Yuyang Jin 001; Shizhi Tang; Haojie Wang; Wei-Cheng Xue; Jidong Zhai; Wei-Min Zheng (J. Comput. Sci. Technol., 2023)

WiseGraph: Optimizing GNN with Joint Workload Partition of Graph and Operations. - Kezhao Huang; Jidong Zhai; Liyan Zheng 001; Haojie Wang; Yuyang Jin 001; Qihao Zhang; Runqing Zhang; Zhen Zheng; Youngmin Yi; Xipeng Shen (EuroSys, 2024)

BoostN: Optimizing Imbalanced Neighborhood Communication on Homogeneous Many-Core System. - Haopeng Huang; Yuyang Jin 001; Wei Xue 003 (ICPP, 2024)

PUZZLE: Efficiently Aligning Large Language Models through Light-Weight Context Switch. - Kinman Lei; Yuyang Jin 001; Mingshu Zhai; Kezhao Huang; Haoxing Ye; Jidong Zhai (USENIX ATC, 2024)

Graph-Centric Performance Analysis for Large-Scale Parallel Applications. - Yuyang Jin 001; Haojie Wang; Runxin Zhong; Chen Zhang 001; Xia Liao; Feng Zhang 007; Jidong Zhai (IEEE Trans. Parallel Distributed Syst., 2024)

Efficient Inference for Pruned CNN Models on Mobile Devices With Holistic Sparsity Alignment. - Yuyang Jin 001; Runxin Zhong; Saiqin Long; Jidong Zhai (IEEE Trans. Parallel Distributed Syst., 2024)

FlashTensor: Optimizing Tensor Programs by Leveraging Fine-grained Tensor Property. - Runxin Zhong; Yuyang Jin 001; Chen Zhang 001; Kinman Lei; Shuangyu Li; Jidong Zhai (PPoPP, 2025)

mTuner: Accelerating Parameter-Efficient Fine-Tuning on Multi-GPU Servers with Elastic Tensor. - Kezhao Huang; Siqi Zhu; Mingshu Zhai; Liyan Zheng 001; Kinman Lei; Jiaao He; Yuyang Jin 001; Jidong Zhai (USENIX ATC, 2025)

Leveraging Graph Analysis to Pinpoint Root Causes of Scalability Issues for Parallel Applications. - Yuyang Jin 001; Haojie Wang; Xiongchao Tang; Zhenhua Guo 003; Yaqian Zhao; Torsten Hoefler; Tao Liu 029; Xu Liu 001; Jidong Zhai (IEEE Trans. Parallel Distributed Syst., 2025)