| Reducto: On-camera filtering for resource-efficient real-time video analytics Y Li, A Padmanabhan, P Zhao, Y Wang, GH Xu, R Netravali Proceedings of the Annual conference of the ACM Special Interest Group on …, 2020 | 197 | 2020 |
| AStitch: enabling a new multi-dimensional optimization space for memory-intensive ML training and inference on modern SIMT architectures Z Zheng, X Yang, P Zhao, G Long, K Zhu, F Zhu, W Zhao, X Liu, J Yang, ... Proceedings of the 27th ACM International Conference on Architectural …, 2022 | 38 | 2022 |
| Bamboo: Making preemptible instances resilient for affordable training of large {DNNs} J Thorpe, P Zhao, J Eyolfson, Y Qiao, Z Jia, M Zhang, R Netravali, GH Xu 20th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2023 | 29 | 2023 |
| Fusionstitching: boosting memory intensive computations for deep learning workloads Z Zheng, P Zhao, G Long, F Zhu, K Zhu, W Zhao, L Diao, J Yang, W Lin arXiv preprint arXiv:2009.10924, 2020 | 28 | 2020 |
| DISC: A dynamic shape compiler for machine learning workloads K Zhu, WY Zhao, Z Zheng, TY Guo, PZ Zhao, JJ Bai, J Yang, XY Liu, ... Proceedings of the 1st Workshop on Machine Learning and Systems, 89-95, 2021 | 22 | 2021 |
| VQPy: An Object-Oriented Approach to Modern Video Analytics S Yu, Z Zhu, Y Chen, H Xu, P Zhao, Y Wang, A Padmanabhan, H Latapie, ... arXiv preprint arXiv:2311.01623, 2023 | | 2023 |
Harry XuProfessor of Computer Science, University of California, Los AngelesVerified email at cs.ucla.edu
