Shen LI (李珅)
Shen LI (李珅)
Facebook AI Research
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PyTorch Distributed: Experiences on Accelerating Data Parallel Training
S Li, Y Zhao, R Varma, O Salpekar, P Noordhuis, T Li, A Paszke, J Smith, ...
VLDB 13 (12), 2020
Using humans as sensors: an estimation-theoretic perspective
D Wang, MT Amin, S Li, T Abdelzaher, L Kaplan, S Gu, C Pan, H Liu, ...
Information Processing in Sensor Networks, IPSN-14 Proceedings of the 13th …, 2014
Neighborhood attention transformer
A Hassani, S Walton, J Li, S Li, H Shi
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel
Y Zhao, A Gu, R Varma, L Luo, CC Huang, M Xu, L Wright, H Shojanazeri, ...
arXiv preprint arXiv:2304.11277, 2023
WOHA: Deadline-Aware Map-Reduce Workflow Scheduling Framework over Hadoop Cluster
S Li, S Hu, S Wang, L Su, T Abdelzaher, I Gupta, R Pace
34th International Conference on Distributed Computing Systems (ICDCS), 11, 2014
TAPA: Temperature aware power allocation in data center with Map-Reduce
S Li, T Abdelzaher, M Yuan
Green Computing Conference and Workshops (IGCC), 2011 International, 1-8, 2011
Scalable social sensing of interdependent phenomena
S Wang, L Su, S Li, S Hu, T Amin, H Wang, S Yao, L Kaplan, ...
Proceedings of the 14th International Conference on Information Processing …, 2015
RDeepSense: Reliable Deep Mobile Computing Models with Uncertainty Estimations
S Yao, Y Zhao, H Shao, A Zhang, C Zhang, S Li, T Abdelzaher
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2018
Experiences with greengps—fuel-efficient navigation using participatory sensing
F Saremi, O Fatemieh, H Ahmadi, H Wang, T Abdelzaher, R Ganti, H Liu, ...
IEEE Transactions on Mobile Computing 15 (3), 672-689, 2016
Joint optimization of computing and cooling energy: Analytic model and a machine room case study
S Li, H Le, N Pham, J Heo, T Abdelzaher
International Conference on Distributed Computing Systems (ICDCS), 2012
Recursive ground truth estimator for social data streams
S Yao, MT Amin, L Su, S Hu, S Li, S Wang, Y Zhao, T Abdelzaher, ...
Proceedings of the 15th International Conference on Information Processing …, 2016
Efficient Emergency Rescue Navigation with Wireless Sensor Networks.
S Li, A Zhan, X Wu, P Yang, G Chen
J. Inf. Sci. Eng. 27 (1), 51-64, 2011
ERN: Emergence rescue navigation with wireless sensor networks
S Li, A Zhan, X Wu, G Chen
2009 15th International Conference on Parallel and Distributed Systems, 361-368, 2009
Experiences with enav: A low-power vehicular navigation system
S Hu, L Su, S Li, S Wang, C Pan, S Gu, MT Al Amin, H Liu, S Nath, ...
Proceedings of the 2015 ACM International Joint Conference on Pervasive and …, 2015
Greendrive: A smartphone-based intelligent speed adaptation system with real-time traffic signal prediction
Y Zhao, S Li, S Hu, L Su, S Yao, H Shao, H Wang, T Abdelzaher
Cyber-Physical Systems (ICCPS), 2017 ACM/IEEE 8th International Conference …, 2017
Pyro: A spatial-temporal big-data storage system
S Li, S Hu, R Ganti, M Srivatsa, T Abdelzaher
2015 {USENIX} Annual Technical Conference ({USENIX}{ATC} 15), 97-109, 2015
Data Acquisition for Real-time Decision-making under Freshness Constraints
S Hu, S Yao, H Jin, Y Zhao, Y Hu, X Liu, N Naghibolhosseini, S Li, ...
Real-Time Systems Symposium, 2015 IEEE, 185-194, 2015
Data extrapolation in social sensing for disaster response
S Gu, C Pan, H Liu, S Li, S Hu, L Su, S Wang, D Wang, T Amin, ...
Distributed Computing in Sensor Systems (DCOSS), 2014 IEEE International …, 2014
On Source Dependency Models for Reliable Social Sensing: Algorithms and Fundamental Error Bounds
S Yao, S Hu, S Li, Y Zhao, L Su, L Kaplan, A Yener, T Abdelzaher
Distributed Computing Systems (ICDCS), 2016 IEEE 36th International …, 2016
PipeTransformer: Automated Elastic Pipelining for Distributed Training of Transformers
C He, S Li, M Soltanolkotabi, S Avestimehr
ICML 2021, 2021
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