Li Shen

Best Publications

• Co-occurrence feature learning for skeleton based action recognition using regularized deep LSTM networks

  Wentao Zhu;Cuiling Lan;Junliang Xing;Wenjun Zeng

  895
  Citations

• Co-occurrence Feature Learning for Skeleton based Action Recognition using Regularized Deep LSTM Networks

  Wentao Zhu;Cuiling Lan;Junliang Xing;Wenjun Zeng

  607
  Citations

• PyTorch distributed: experiences on accelerating data parallel training

  Shen Li;Yanli Zhao;Rohan Varma;Omkar Salpekar

  504
  Citations

• A Sufficient Condition for Convergences of Adam and RMSProp

  Fangyu Zou;Li Shen;Zequn Jie;Weizhong Zhang

  426
  Citations

• FedML: A Research Library and Benchmark for Federated Machine Learning

  Chaoyang He;Songze Li;Jinhyun So;Mi Zhang

  394
  Citations

• EdgeFed: Optimized Federated Learning Based on Edge Computing

  Unknown

  187
  Citations

• VGGFace2: A dataset for recognising faces across pose and age.

  Qiong Cao;Li Shen;Weidi Xie;Omkar M. Parkhi

  136
  Citations

• MiLeNAS: Efficient Neural Architecture Search via Mixed-Level Reformulation

  Chaoyang He;Haishan Ye;Li Shen;Tong Zhang

  134
  Citations

• Stochastic Client Selection for Federated Learning with Volatile Clients.

  Tiansheng Huang;Weiwei Lin;Keqin Li;Albert Y. Zomaya

  114
  Citations

• A framework for implementing ISO 14000 in construction

  Zhi Hui Zhang;Li Yin Shen;Peter E.D. Love;Graham Treloar

  89
  Citations

• DisPFL: Towards Communication-Efficient Personalized Federated Learning via Decentralized Sparse Training

  Unknown

  86
  Citations

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

  Shen Li;Christian Hager;Nil Garcia;Henk Wymeersch

  80
  Citations

• Make Landscape Flatter in Differentially Private Federated Learning

  Unknown

  73
  Citations

• Initializing Convolutional Filters with Semantic Features for Text Classification

  Unknown

  70
  Citations

• Scalable social sensing of interdependent phenomena

  Shiguang Wang;Lu Su;Shen Li;Shaohan Hu

  69
  Citations

• Comparator Networks

  Weidi Xie;Li Shen;Andrew Zisserman

  68
  Citations

• Illumination Brush: Interactive Design of All-Frequency Lighting

  Makoto Okabe;Yasuyuki Matsushita;Li Shen;Takeo Igarashi

  63
  Citations

• RDeepSense: Reliable Deep Mobile Computing Models with Uncertainty Estimations

  Shuochao Yao;Yiran Zhao;Huajie Shao;Aston Zhang

  58
  Citations

• Spherical Confidence Learning for Face Recognition

  Unknown

  58
  Citations

• Multi-level Discriminative Dictionary Learning towards Hierarchical Visual Categorization

  Li Shen;Shuhui Wang;Gang Sun;Shuqiang Jiang

  57
  Citations