Publications

Below are recent publications, full list publications can be found at LINK.

Conference Papers

SampleMine: A Framework for Applying Random Sampling to Subgraph Pattern Mining through Loop Perforation
Peng Jiang, Yihua Wei, Jiya Su, Rujia Wang, Bo Wu
[PACT’22] The 31st International Conference on Parallel Architectures and Compilation Techniques

STMatch: Accelerating Graph Pattern Matching On GPU with Stack-Based Loop Optimization
Yihua Wei, Peng Jiang
[SC’22] International Conference for High-Performance Computing, Networking, Storage and Analysis, 2022

Mitigating Silent Data Corruptions in HPC Applications across Multiple Program Inputs
Yafan Huang, Shengjian Guo, Sheng Di, Guanpeng Li, Franck Cappello
[SC’22] International Conference for High-Performance Computing, Networking, Storage and Analysis, 2022
Best Paper Finalist, Best Student Paper Finalist

Rethinking Graph Data Placement for Graph Neural Network Training on Multiple GPUs
Shihui Song, Peng Jiang
[ICS’22] ACM International Conference on Supercomputing, 2022

Peppa-X: Finding Program Test Inputs to Bound Silent Data Corruption Vulnerability in HPC Applications
Md Hasanur Rahman, Aabid Shamji, Shengjian Guo, Guanpeng Li
[SC’21] International Conference for High-Performance Computing, Networking, Storage and Analysis, 2021

Accelerating Sparse CNN Inference on GPUs with Performance-Aware Weight Pruning
Masuma Akter Rumi, Xiaolong Ma, Yanzhi Wang, Peng Jiang
[PACT’20] The 29th International Conference on Parallel Architectures and Compilation Techniques, 2020

Journal Papers

Exploring PIM Architecture for High-Performance Graph Pattern Mining
Jiya Su, Linfeng He, Peng Jiang, Rujia Wang
[CAL’21] IEEE Computer Architecture Letters

Poster/Workshop Papers

D2MON: Detecting and Mitigating Real-Time Safety Violations in Autonomous Driving Systems
Bohan Zhang, Yafan Huang, Rachael Chen, Guanpeng Li
[ISSREW’22] RSDA Workshop at IEEE International Symposium on Software Reliability Engineering, 2022

Hardening Selective Protection across Multiple Program Inputs for HPC Applications (Poster)
Yafan Huang, Shengjian Guo, Sheng Di, Guanpeng Li, Franck Cappello
[PPoPP’22] ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2022

Rethinking Graph Data Placement for Graph Neural Network Training on Multiple GPUs (Poster)
Shihui Song, Peng Jiang
[PPoPP’22] ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2022