Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Shen Li

Supervised Bayesian Specification Inference from Demonstrations


Jul 06, 2021
Ankit Shah, Pritish Kamath, Shen Li, Patrick Craven, Kevin Landers, Kevin Oden, Julie Shah


  Access Paper or Ask Questions

1$\times$N Block Pattern for Network Sparsity


Jun 15, 2021
Mingbao Lin, Yuchao Li, Yuxin Zhang, Bohong Chen, Fei Chao, Mengdi Wang, Shen Li, Jun Yang, Rongrong Ji


  Access Paper or Ask Questions

You Only Compress Once: Towards Effective and Elastic BERT Compression via Exploit-Explore Stochastic Nature Gradient


Jun 04, 2021
Shaokun Zhang, Xiawu Zheng, Chenyi Yang, Yuchao Li, Yan Wang, Fei Chao, Mengdi Wang, Shen Li, Jun Yang, Rongrong Ji

* 12 pages, 3 figures 

  Access Paper or Ask Questions

Tackling Variabilities in Autonomous Driving


Apr 21, 2021
Yuqiong Qi, Yang Hu, Haibin Wu, Shen Li, Haiyu Mao, Xiaochun Ye, Dongrui Fan, Ninghui Sun


  Access Paper or Ask Questions

Continuity-Discrimination Convolutional Neural Network for Visual Object Tracking


Apr 18, 2021
Shen Li, Bingpeng Ma, Hong Chang, Shiguang Shan, Xilin Chen

* Accepted to ICME2018 

  Access Paper or Ask Questions

Reactive Task and Motion Planning under Temporal Logic Specifications


Mar 26, 2021
Shen Li, Daehyung Park, Yoonchang Sung, Julie A. Shah, Nicholas Roy

* 7 pages, 6 figures, Published in IEEE International Conference on Robotics and Automation (ICRA), 2021 

  Access Paper or Ask Questions

PipeTransformer: Automated Elastic Pipelining for Distributed Training of Transformers


Feb 12, 2021
Chaoyang He, Shen Li, Mahdi Soltanolkotabi, Salman Avestimehr


  Access Paper or Ask Questions

PyTorch Distributed: Experiences on Accelerating Data Parallel Training


Jun 28, 2020
Shen Li, Yanli Zhao, Rohan Varma, Omkar Salpekar, Pieter Noordhuis, Teng Li, Adam Paszke, Jeff Smith, Brian Vaughan, Pritam Damania, Soumith Chintala

* To appear in VLDB 2020 

  Access Paper or Ask Questions

Quantum Inspired Word Representation and Computation


Apr 08, 2020
Shen Li, Renfen Hu, Jinshan Wu


  Access Paper or Ask Questions

Identifying through Flows for Recovering Latent Representations


Sep 27, 2019
Shen Li, Bryan Hooi, Gim Hee Lee


  Access Paper or Ask Questions

Self-Balanced Dropout


Aug 06, 2019
Shen Li, Chenhao Su, Renfen Hu, Zhengdong Lu


  Access Paper or Ask Questions

Planning With Uncertain Specifications (PUnS)


Jun 07, 2019
Ankit Shah, Shen Li, Julie Shah


  Access Paper or Ask Questions

From Random to Supervised: A Novel Dropout Mechanism Integrated with Global Information


Oct 10, 2018
Hengru Xu, Shen Li, Renfen Hu, Si Li, Sheng Gao


  Access Paper or Ask Questions

Achievable Information Rates for Nonlinear Fiber Communication via End-to-end Autoencoder Learning


Sep 17, 2018
Shen Li, Christian Häger, Nil Garcia, Henk Wymeersch

* 3 pages, 4 figures, fixed typos, revised layout 

  Access Paper or Ask Questions

Generalize Symbolic Knowledge With Neural Rule Engine


Sep 04, 2018
Shen Li, Hengru Xu, Zhengdong Lu


  Access Paper or Ask Questions

Analogical Reasoning on Chinese Morphological and Semantic Relations


May 12, 2018
Shen Li, Zhe Zhao, Renfen Hu, Wensi Li, Tao Liu, Xiaoyong Du

* Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 138--143, 2018 

  Access Paper or Ask Questions

RDeepSense: Reliable Deep Mobile Computing Models with Uncertainty Estimations


Sep 09, 2017
Shuochao Yao, Yiran Zhao, Huajie Shao, Aston Zhang, Chao Zhang, Shen Li, Tarek Abdelzaher


  Access Paper or Ask Questions