Grants

2024/07, PI, NSF, SHF: Small: Memory Hierarachy Optimizations Meet Transformers (MITTEN)
2024/04, PI, NSF, Collaborative Research: OAC Core: Small: CropDL - Scheduling and Checkpoint/Restart Support for Deep Learning Applications on HPC Clusters

Reviews

2023, Transactions on Architecture and Code Optimization (TACO)
2023, The 2023 IEEE 66th International Midwest Symposium on Circuits and Systems (MWSCAS)
2023, Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS)
2023, International Conference on Computer Vision (ICCV)
2022, Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT)
2022, Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT)
2022, The 40th IEEE International Conference on Computer Design (ICCD)
2022, European Conference on Computer Vision (ECCV)
2022, 31st International Joint Conference on Artificial Intelligence (IJCAI)
2022, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
2022, 36th AAAI Conference on Artificial Intelligence (AAAI)
2021, 36th IEEE International Parallel & Distributed Processing Symposium (IPDPS 2022)
2021, IEEE Transactions on Computers
2020, BenchCouncil International Symposium on Benchmarking, Measuring and Optimizing (Bench 2020)
2020, IEEE Transactions on Computers
2020, The 16th Annual IFIP International Conference on Network and Parallel Computing (NPC 2019)
2019, 26TH IEEE INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING, DATA, AND ANALYTICS (HIPC 2019)
2019, The 3rd ACSIC Symposium on Frontiers in Computing (SOFC 2019)
2019, International Conference on Big Data Computing and Communications (BIGCOMM 2019)

2021, Best paper award at ICLR Workshop on Hardware Aware Efficient Training
2021, Stephen K.Park Graduate Research Award
2021, Our paper is selected as Featured Cover Article in Communications of the ACM
2020, ISLPED Design Contest Award, First Place 2020
2020, Student Travel Grant from ASPLOS 2020