Rethinking the Value of Asynchronous Solvers for Distributed Deep Learning. - Arissa Wongpanich; Yang You 001; James Demmel (HPC Asia, 2020)

Training EfficientNets at Supercomputer Scale: 83% ImageNet Top-1 Accuracy in One Hour. - Arissa Wongpanich; Hieu Pham 001; James Demmel; Mingxing Tan; Quoc V. Le; Yang You 001; Sameer Kumar (IPDPS Workshops, 2021)

Machine Learning Fleet Efficiency: Analyzing and Optimizing Large-Scale Google TPU Systems with ML Productivity Goodput. - Arissa Wongpanich; Tayo Oguntebi; Jose Baiocchi Paredes; Yu Emma Wang; Phitchaya Mangpo Phothilimthana; Ritwika Mitra; Zongwei Zhou; Naveen Kumar; Vijay Janapa Reddi (CoRR, 2025)

Performance Prediction for Large Systems via Text-to-Text Regression. - Yash Akhauri; Bryan Lewandowski; Cheng-Hsi Lin; Adrian N. Reyes; Grant C. Forbes; Arissa Wongpanich; Bangding Yang; Mohamed S. Abdelfattah; Sagi Perel; Xingyou Song (CoRR, 2025)