AI Matrix - Synthetic Benchmarks for DNN. - Wei Wei 021; Lingjie Xu; Lingling Jin; Wei Zhang 127; Tianjun Zhang (CoRR, 2018)

Deep Learning for Multi-Messenger Astrophysics: A Gateway for Discovery in the Big Data Era. - Gabrielle Allen; Igor Andreoni; Etienne Bachelet; G. Bruce Berriman; Federica B. Bianco; Rahul Biswas; Matias Carrasco Kind; Kyle Chard; Minsik Cho; Philip S. Cowperthwaite; Zachariah B. Etienne; Daniel George; et al. (CoRR, 2019)

Across-Stack Profiling and Characterization of Machine Learning Models on GPUs. - Cheng Li 014; Abdul Dakkak; Jinjun Xiong; Wei Wei 021; Lingjie Xu; Wen-Mei Hwu (CoRR, 2019)

AI Matrix: A Deep Learning Benchmark for Alibaba Data Centers. - Wei Zhang 127; Wei Wei 021; Lingjie Xu; Lingling Jin; Cheng Li 014 (CoRR, 2019)

Enabling real-time multi-messenger astrophysics discoveries with deep learning. - Eliu A. Huerta; Gabrielle Allen; Igor Andreoni; Javier Mauricio Antelis; Etienne Bachelet; G. Bruce Berriman; Federica B. Bianco; Rahul Biswas; Matias Carrasco Kind; Kyle Chard; Minsik Cho; Philip S. Cowperthwaite; et al. (CoRR, 2019)

Calorimetry with Deep Learning: Particle Simulation and Reconstruction for Collider Physics. - Dawit Belayneh; Federico Carminati; Amir Farbin; Benjamin Hooberman; Gulrukh Khattak; Miaoyuan Liu; Junze Liu; Dominick Olivito; Vitória Barin Pacela; Maurizio Pierini; Alexander G. Schwing; Maria Spiropulu; et al. (CoRR, 2019)

XSP: Across-Stack Profiling and Analysis of Machine Learning Models on GPUs. - Cheng Li 014; Abdul Dakkak; Jinjun Xiong; Wei Wei 021; Lingjie Xu; Wen-Mei Hwu (IPDPS, 2020)

Confluence of Artificial Intelligence and High Performance Computing for Accelerated, Scalable and Reproducible Gravitational Wave Detection. - Eliu A. Huerta; Asad Khan; Xiaobo Huang; Minyang Tian; Maksim Levental; Ryan Chard; Wei Wei 021; Maeve Heflin; Daniel S. Katz; Volodymyr V. Kindratenko; Dawei Mu; Ben Blaiszik; et al. (CoRR, 2020)

Reducing BERT Computation by Padding Removal and Curriculum Learning. - Wei Zhang 127; Wei Wei 021; Wen Wang 001; Lingling Jin; Zheng Cao 003 (ISPASS, 2021)