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Shao, Jiawei

  1. Learning Task-Oriented Communication for Edge Inference: An Information Bottleneck Approach
    2021/02/08 by Jiawei Shao, Shao, Jiawei, Yuyi Mao +3 · 20 citations
    Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Wireless Communication Security Techniques #Wireless Signal Modulation Classification #electronic engineering #information engineering
  2. Large Language Models Empowered Autonomous Edge AI for Connected Intelligence
    2023/07/06 by Yifei Shen, Shen, Yifei, Jiawei Shao +13 · 15 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Ferroelectric and Negative Capacitance Devices #Information Theory (cs.IT) #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Privacy-Preserving Technologies in Data #Signal Processing (eess.SP) #electronic engineering #information engineering
  3. BottleNet++: An End-to-End Approach for Feature Compression in Device-Edge Co-Inference Systems
    2019/10/31 by Shao, Jiawei, Zhang, Jun · 7 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Signal Processing (eess.SP) #electronic engineering #information engineering
  4. Task-Oriented Communication for Multi-Device Cooperative Edge Inference
    2021/09/01 by Shao, Jiawei, Mao, Yuyi, Zhang, Jun · 8 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
  5. WirelessLLM: Empowering Large Language Models Towards Wireless Intelligence
    2024/05/27 by Shao, Jiawei, Tong, Jingwen, Wu, Qiong +4 · 14 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)
  6. WirelessAgent: Large Language Model Agents for Intelligent Wireless Networks
    2024/09/12 by Tong, Jingwen, Shao, Jiawei, Wu, Qiong +4 · 14 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)
  7. Selective Knowledge Sharing for Privacy-Preserving Federated Distillation without A Good Teacher
    2023/04/04 by Jiawei Shao, Shao, Jiawei, Fangzhao Wu +3 · 8 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Traffic Prediction and Management Techniques
  8. KV-Edit: Training-Free Image Editing for Precise Background Preservation
    2025/02/24 by Zhu, Tianrui, Zhang, Shiyi, Shao, Jiawei +1 · 17 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  9. AI Flow at the Network Edge
    2024/11/19 by Jiawei Shao, Shao, Jiawei, Xuelong Li +1 · 19 citations
    Engineering · #Digital Transformation in Industry
  10. Communication-Computation Trade-Off in Resource-Constrained Edge Inference
    2020/06/03 by Jiawei Shao, Jun Zhang, Shao, Jiawei +1 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Age of Information Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Signal Processing (eess.SP) #electronic engineering #information engineering
  11. Branchy-GNN: a Device-Edge Co-Inference Framework for Efficient Point Cloud Processing
    2020/10/27 by Jiawei Shao, Shao, Jiawei, Haowei Zhang +5 · 4 citations
    Computer Science · Engineering · Environmental Science · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Distributed #FOS: Computer and information sciences #Parallel #Remote Sensing and LiDAR Applications #and Cluster Computing (cs.DC)
  12. Dynamics-Aware Gaussian Splatting Streaming Towards Fast On-the-Fly 4D Reconstruction
    2024/11/22 by Zhening Liu, Liu, Zhening, Yingdong Hu +10 · 10 citations
    Physics and Astronomy · Computer Science · Medicine · #Advanced Optical Sensing Technologies #Computer Graphics and Visualization Techniques #Prostate Cancer Diagnosis and Treatment
  13. AI Flow: Perspectives, Scenarios, and Approaches
    2025/06/14 by Hongjun An, Wenhan Hu, An, Hongjun +23 · 18 citations
    Computer Science · Social Sciences · Psychology · #Explainable Artificial Intelligence (XAI) #Ethics and Social Impacts of AI #Human-Automation Interaction and Safety
  14. FedCiR: Client-Invariant Representation Learning for Federated Non-IID Features
    2023/08/30 by Zijian Li, Zehong Lin, Li, Zijian +7 · 4 citations
    Computer Science · Engineering · Social Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Traffic Prediction and Management Techniques
  15. Graph Neural Network Enhanced Retrieval for Question Answering of LLMs
    2024/06/03 by Zijian Li, Li, Zijian, Qingyan Guo +11 · 5 citations
    Computer Science · #Educational Technology and Assessment #Natural Language Processing Techniques
  16. Task-Oriented Communication for Edge Video Analytics
    2022/11/25 by Jiawei Shao, Shao, Jiawei, Xinjie Zhang +3 · 3 citations
    Computer Science · Neuroscience · Engineering · #Visual Attention and Saliency Detection #Brain Tumor Detection and Classification #CCD and CMOS Imaging Sensors
  17. AC2C: Adaptively Controlled Two-Hop Communication for Multi-Agent Reinforcement Learning
    2023/02/24 by Xuefeng Wang, Wang, Xuefeng, Xinran Li +5 · 3 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
  18. A Survey of What to Share in Federated Learning: Perspectives on Model Utility, Privacy Leakage, and Communication Efficiency
    2023/07/20 by Shao, Jiawei, Li, Zijian, Sun, Wenqiang +6 · 3 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  19. Federated Learning with GAN-based Data Synthesis for Non-IID Clients
    2022/06/11 by Zijian Li, Li, Zijian, Jiawei Shao +7 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  20. EVA-Gaussian: 3D Gaussian-based Real-time Human Novel View Synthesis under Diverse Multi-view Camera Settings
    2024/10/02 by Yingdong Hu, Hu, Yingdong, Zhening Liu +7 · 6 citations
    Computer Science · #Advanced Vision and Imaging #Video Surveillance and Tracking Methods #Advanced Image and Video Retrieval Techniques
  21. Feature Matching Data Synthesis for Non-IID Federated Learning
    2023/08/09 by Zijian Li, Yuchang Sun, Li, Zijian +9 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  22. Task-Oriented Communication for Vehicle-to-Infrastructure Cooperative Perception
    2024/07/30 by Shao, Jiawei, Li, Teng, Zhang, Jun · 3 citations
    #FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
  23. Task-Oriented Feature Compression for Multimodal Understanding via Device-Edge Co-Inference
    2025/03/17 by Yuan, Cheng, Liu, Zhening, Lv, Jiashu +4 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
  24. CAMSIC: Content-aware Masked Image Modeling Transformer for Stereo Image Compression
    2024/03/13 by Xinjie Zhang, Zhang, Xinjie, Shenyuan Gao +14 · 2 citations
    Computer Science · #Advanced Data Compression Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Multimedia (cs.MM) #electronic engineering #information engineering
  25. Stochastic Coded Federated Learning: Theoretical Analysis and Incentive Mechanism Design
    2022/11/08 by Yuchang Sun, Sun, Yuchang, Jiawei Shao +7 · 1 citation
    Computer Science · #Computer Science and Game Theory (cs.GT) #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  26. DReS-FL: Dropout-Resilient Secure Federated Learning for Non-IID Clients via Secret Data Sharing
    2022/10/06 by Jiawei Shao, Shao, Jiawei, Yuchang Sun +5 · 1 citation
    Computer Science · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Cryptography and Data Security
  27. Task-Oriented Communication with Out-of-Distribution Detection: An Information Bottleneck Framework
    2023/05/21 by Li, Hongru, Yu, Wentao, He, Hengtao +4 · 1 citation
    #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
  28. What You Have is What You Track: Adaptive and Robust Multimodal Tracking
    2025/07/08 by Tan, Yuedong, Shao, Jiawei, Zamfir, Eduard +7 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  29. Conditional Video Generation for High-Efficiency Video Compression
    2025/07/21 by Fei Yi, Jing‐yu Xu, Yi, Fangqiu +7 · 2 citations
    Computer Science · #Advanced Data Compression Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image and Video Quality Assessment
  30. Privacy-Enhancing Paradigms within Federated Multi-Agent Systems
    2025/03/11 by Guancheng Wan, Shi, Zitong, Wan, Guancheng +10 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Data Security #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
  31. VideoScan: Enabling Efficient Streaming Video Understanding via Frame-level Semantic Carriers
    2025/03/12 by Li, Ruanjun, Tan, Yuedong, Shi, Yuanming +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  32. The planar Turán number of double star S2,4
    2024/09/02 by Xu, Xin, Shao, Jiawei · 1 citation
    #Combinatorics (math.CO) #FOS: Mathematics
  33. Pipeline Parallelism is All You Need for Optimized Early-Exit Based Self-Speculative Decoding
    2025/09/19 by Li, Ruanjun, Liu, Ziheng, Shi, Yuanming +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  34. Keeping Yourself is Important in Downstream Tuning Multimodal Large Language Model
    2025/03/06 by Wenke Huang, Huang, Wenke, Jian Liang +29 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling