| Autofreeze: Automatically freezing model blocks to accelerate fine-tuning Y Liu, S Agarwal, S Venkataraman arXiv preprint arXiv:2102.01386, 2021 | 64 | 2021 |
| CacheGen: KV Cache Compression and Streaming for Fast Large Language Model Serving Y Liu, H Li, Y Cheng, S Ray, Y Huang, Q Zhang, K Du, J Yao, S Lu, ... Proceedings of the ACM SIGCOMM 2024 Conference, 38-56, 2024 | 56* | 2024 |
| Multi defect detection and analysis of electron microscopy images with deep learning M Shen, G Li, D Wu, Y Liu, JRC Greaves, W Hao, NJ Krakauer, L Krudy, ... Computational Materials Science 199, 110576, 2021 | 51 | 2021 |
| Performance and limitations of deep learning semantic segmentation of multiple defects in transmission electron micrographs R Jacobs, M Shen, Y Liu, W Hao, X Li, R He, JRC Greaves, D Wang, Z Xie, ... Cell Reports Physical Science 3 (5), 2022 | 29 | 2022 |
| Accelerating deep learning inference via learned caches A Balasubramanian, A Kumar, Y Liu, H Cao, S Venkataraman, A Akella arXiv preprint arXiv:2101.07344, 2021 | 18 | 2021 |
| CacheBlend: Fast Large Language Model Serving with Cached Knowledge Fusion J Yao, H Li, Y Liu, S Ray, Y Cheng, Q Zhang, K Du, S Lu, J Jiang arXiv preprint arXiv:2405.16444, 2024 | 16* | 2024 |
| {GRACE}:{Loss-Resilient}{Real-Time} Video through Neural Codecs Y Cheng, Z Zhang, H Li, A Arapin, Y Zhang, Q Zhang, Y Liu, K Du, ... 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2024 | 14 | 2024 |
| Run-Time Prevention of Software Integration Failures of Machine Learning APIs C Wan, Y Liu, K Du, H Hoffmann, J Jiang, M Maire, S Lu Proceedings of the ACM on Programming Languages 7 (OOPSLA2), 264-291, 2023 | 2 | 2023 |
| DroidSpeak: Enhancing Cross-LLM Communication Y Liu, E Choukse, S Lu, J Jiang, M Musuvathi arXiv preprint arXiv:2411.02820, 2024 | 1 | 2024 |
| Keeper: Automated Testing and Fixing of Machine Learning Software C Wan, S Liu, S Xie, Y Liu, H Hoffmann, M Maire, S Lu ACM Transactions on Software Engineering and Methodology 33 (7), 1-33, 2024 | 1 | 2024 |
| ChameleonAPI: Automatic and Efficient Customization of Neural Networks for ML Applications Y Liu, C Wan, K Du, H Hoffmann, J Jiang, S Lu, M Maire Proceedings of the 18th USENIX Symposium on Operating Systems Design and …, 2024 | | 2024 |
| Chatterbox: Robust Transport for LLM Token Streaming under Unstable Network H Li, Y Liu, Y Cheng, S Ray, K Du, J Jiang arXiv preprint arXiv:2401.12961, 2024 | | 2024 |
| OneAdapt: Fast Adaptation for Deep Learning Applications via Backpropagation K Du, Y Liu, Y Hao, Q Zhang, H Wang, Y Huang, G Ananthanarayanan, ... Proceedings of the 2023 ACM Symposium on Cloud Computing, 158-176, 2023 | | 2023 |
Junchen JiangUniversity of ChicagoВерификована је имејл адреса на uchicago.edu