50 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Beijing Institute of TechnologyCN4 papers
- Beijing University of Posts and TelecommunicationsCN2 papers
- Didi Chuxing (China)2 papers
- Harbin Institute of TechnologyCN2 papers
- Syracuse UniversityUS2 papers
- Tsinghua UniversityCN2 papers
- Beijing Advanced Sciences and Innovation CenterCN1 paper
- Delft University of TechnologyNL1 paper
- East China Normal UniversityCN1 paper
- Huazhong University of Science and TechnologyCN1 paper
- Kuaishou (China)1 paper
- Michigan State UniversityUS1 paper
4 papers · 1 filter
ACL-QL: Adaptive Conservative Level in Q-Learning for Offline Reinforcement Learning
Kun Wu, Yinuo Zhao, Zhiyuan Xu +5
Offline Reinforcement Learning (RL), which operates solely on static datasets without further interactions with the environment, provides an appealing alternative to learning a saf…
Reducing Communication for Split Learning by Randomized Top-k Sparsification
Fei Zheng, Chaochao Chen, Lingjuan Lyu +1
Split learning is a simple solution for Vertical Federated Learning (VFL), which has drawn substantial attention in both research and application due to its simplicity and efficien…
CATRO: Channel Pruning via Class-Aware Trace Ratio Optimization
Wenzheng Hu, Zhengping Che, Ning Liu +4
Deep convolutional neural networks are shown to be overkill with high parametric and computational redundancy in many application scenarios, and an increasing number of works have…
Lottery Ticket Preserves Weight Correlation: Is It Desirable or Not?
Ning Liu, Geng Yuan, Zhengping Che +7
In deep model compression, the recent finding "Lottery Ticket Hypothesis" (LTH) (Frankle & Carbin, 2018) pointed out that there could exist a winning ticket (i.e., a properly prune…