| TVM: An automated end-to-end optimizing compiler for deep learning T Chen, T Moreau, Z Jiang, L Zheng, E Yan, H Shen, M Cowan, L Wang, ... 13th {USENIX} Symposium on Operating Systems Design and Implementation …, 2018 | 2050 | 2018 |
| Mcdnn: An approximation-based execution framework for deep stream processing under resource constraints S Han, H Shen, M Philipose, S Agarwal, A Wolman, A Krishnamurthy Proceedings of the 14th Annual International Conference on Mobile Systems …, 2016 | 477 | 2016 |
| TVM: end-to-end optimization stack for deep learning T Chen, T Moreau, Z Jiang, H Shen, EQ Yan, L Wang, Y Hu, L Ceze, ... arXiv preprint arXiv:1802.04799 11 (2018), 20, 2018 | 294 | 2018 |
| Nexus: A GPU cluster engine for accelerating DNN-based video analysis H Shen, L Chen, Y Jin, L Zhao, B Kong, M Philipose, A Krishnamurthy, ... Proceedings of the 27th ACM Symposium on Operating Systems Principles, 322-337, 2019 | 275* | 2019 |
| Distream: scaling live video analytics with workload-adaptive distributed edge intelligence X Zeng, B Fang, H Shen, M Zhang Proceedings of the 18th Conference on Embedded Networked Sensor Systems, 409-421, 2020 | 118 | 2020 |
| Mapping signals from a virtual frequency band to physical frequency bands Y He, K Tan, H Shen, J Zhang, Y Zhang US Patent 9,130,711, 2015 | 97 | 2015 |
| Fast video classification via adaptive cascading of deep models H Shen, S Han, M Philipose, A Krishnamurthy Proceedings of the IEEE conference on computer vision and pattern …, 2017 | 87 | 2017 |
| Nimble: Efficiently compiling dynamic neural networks for model inference H Shen, J Roesch, Z Chen, W Chen, Y Wu, M Li, V Sharma, Z Tatlock, ... Proceedings of Machine Learning and Systems 3, 208-222, 2021 | 58 | 2021 |
| Frame retransmissions considered harmful: improving spectrum efficiency using micro-acks J Zhang, H Shen, K Tan, R Chandra, Y Zhang, Q Zhang Proceedings of the 18th annual international conference on Mobile computing …, 2012 | 57 | 2012 |
| {MetaSync}: File Synchronization Across Multiple Untrusted Storage Services S Han, H Shen, T Kim, A Krishnamurthy, T Anderson, D Wetherall 2015 USENIX Annual Technical Conference (USENIX ATC 15), 83-95, 2015 | 56 | 2015 |
| Enhancing mobile apps to use sensor hubs without programmer effort H Shen, A Balasubramanian, A LaMarca, D Wetherall Proceedings of the 2015 ACM International Joint Conference on Pervasive and …, 2015 | 52 | 2015 |
| Dynamic classifier selection based on class skew M Philipose, H Shen, A Wolman, S Agarwal US Patent 9,984,314, 2018 | 43 | 2018 |
| Enable flexible spectrum access with spectrum virtualization K Tan, H Shen, J Zhang, Y Zhang 2012 IEEE International Symposium on Dynamic Spectrum Access Networks, 47-58, 2012 | 43 | 2012 |
| DietCode: Automatic optimization for dynamic tensor programs B Zheng, Z Jiang, CH Yu, H Shen, J Fromm, Y Liu, Y Wang, L Ceze, ... Proceedings of Machine Learning and Systems 4, 848-863, 2022 | 37 | 2022 |
| Mpap: virtualization architecture for heterogenous wireless aps Y He, J Fang, J Zhang, H Shen, K Tan, Y Zhang ACM SIGCOMM Computer Communication Review 40 (4), 475-476, 2010 | 33 | 2010 |
| Accelerating the mobile web with selective offloading XS Wang, H Shen, D Wetherall Proceedings of the second ACM SIGCOMM workshop on Mobile cloud computing, 45-50, 2013 | 32 | 2013 |
| Spectrum allocation for base station K Tan, J Zhang, Y Zhang, R Chandra, Y He, T Moscibroda, P Bahl, ... US Patent 8,929,933, 2015 | 29 | 2015 |
| MCDNN: An execution framework for deep neural networks on resource-constrained devices H Shen, M Philipose, S Agarwal, A Wolman, A Krishnamurthy Microsoft, 2014 | 20 | 2014 |
| Lorien: Efficient deep learning workloads delivery CH Yu, X Shi, H Shen, Z Chen, M Li, Y Wang Proceedings of the ACM Symposium on Cloud Computing, 18-32, 2021 | 11 | 2021 |
| MetaSync: Coordinating storage across multiple file synchronization services S Han, H Shen, T Kim, A Krishnamurthy, T Anderson, D Wetherall IEEE Internet Computing 20 (3), 36-44, 2016 | 11 | 2016 |
Arvind KrishnamurthyShort-Dooley Professor, Univ. of WashingtonVerified email at cs.washington.edu