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Junshan Zhang

  1. Edge Intelligence: Paving the Last Mile of Artificial Intelligence With Edge Computing
    2019/06/12 by Zhi Zhou, Xu Chen, En Li +3 · 77 citations
    Computer Science · #IoT and Edge/Fog Computing #Advanced Neural Network Applications #Privacy-Preserving Technologies in Data
  2. Edge Intelligence: Paving the Last Mile of Artificial Intelligence with Edge Computing
    2019/05/24 by Zhi Zhou, Zhou, Zhi, Xu Chen +9 · 22 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Context-Aware Activity Recognition Systems #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Networking and Internet Architecture (cs.NI) #Parallel #and Cluster Computing (cs.DC)
  3. TRGP: Trust Region Gradient Projection for Continual Learning
    2022/02/07 by Sen Lin, Li Yang, Lin, Sen +5 · 8 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  4. CoEdge: Cooperative DNN Inference with Adaptive Workload Partitioning over Heterogeneous Edge Devices
    2020/12/06 by Liekang Zeng, Zeng, Liekang, Xu Chen +7 · 6 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Networking and Internet Architecture (cs.NI) #Parallel #and Cluster Computing (cs.DC)
  5. FedHome: Cloud-Edge based Personalized Federated Learning for In-Home Health Monitoring
    2020/12/14 by Qiong Wu, Xu Chen, Wu, Qiong +5 · 4 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Context-Aware Activity Recognition Systems #IoT and Edge/Fog Computing
  6. CLARE: Conservative Model-Based Reward Learning for Offline Inverse Reinforcement Learning
    2023/02/09 by Sheng Yue, Yue, Sheng, Guanbo Wang +11 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
  7. Adaptive Ensemble Q-learning: Minimizing Estimation Bias via Error Feedback
    2023/06/20 by Hang Wang, Sen Lin, Wang, Hang +3 · 2 citations
    Computer Science · Environmental Science · Engineering · #Image and Signal Denoising Methods #Air Quality Monitoring and Forecasting #Energy Load and Power Forecasting
  8. MetaGater: Fast Learning of Conditional Channel Gated Networks via Federated Meta-Learning
    2020/11/25 by Sen Lin, Lin, Sen, Li Yang +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Distributed #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  9. How to Leverage Diverse Demonstrations in Offline Imitation Learning
    2024/05/24 by Sheng Yue, Yue, Sheng, Jiani Liu +11 · 2 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Robot Manipulation and Learning
  10. Semantic Communications for Wireless Sensing: RIS-aided Encoding and Self-supervised Decoding
    2022/11/23 by Hongyang Du, Jiacheng Wang, Du, Hongyang +12 · 1 citation
    Engineering · #Indoor and Outdoor Localization Technologies #Underwater Vehicles and Communication Systems #Advanced Wireless Communication Technologies
  11. Towards Unraveling and Improving Generalization in World Models
    2024/12/31 by Wanyu Du, Fang, Qiaoyi, Du, Weiyu +4 · 2 citations
    Computer Science · #Constraint Satisfaction and Optimization
  12. Communication-Efficient Federated Learning over Wireless Channels via Gradient Sketching
    2024/10/30 by Vineet Sunil Gattani, Gattani, Vineet Sunil, Junshan Zhang +3 · 1 citation
    Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Wireless Communication Security Techniques
  13. IN-RIL: Interleaved Reinforcement and Imitation Learning for Policy Fine-Tuning
    2025/05/15 by Dechen Gao, Gao, Dechen, Wang, Hang +12 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Reinforcement Learning in Robotics #Robotics (cs.RO)