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Ye, Hao

  1. Power of Deep Learning for Channel Estimation and Signal Detection in OFDM Systems
    2017/08/28 by Hao Ye, Ye, Hao, Geoffrey Ye Li +3 · 19 citations
    Computer Science · Engineering · #Advanced Wireless Communication Techniques #Blind Source Separation Techniques #FOS: Computer and information sciences #Information Theory (cs.IT) #Wireless Signal Modulation Classification
  2. Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention Networks
    2017/08/15 by Xiao, Jun, Ye, Hao, He, Xiangnan +3 · 9 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  3. Deep Reinforcement Learning based Resource Allocation for V2V Communications
    2018/05/16 by Ye, Hao, Li, Geoffrey Ye, Juang, Biing-Hwang Fred · 6 citations
    #FOS: Computer and information sciences #Information Theory (cs.IT)
  4. Decentralized Federated Learning with Unreliable Communications
    2021/08/05 by Hao Ye, Le Liang, Ye, Hao +3 · 6 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Distributed Sensor Networks and Detection Algorithms #Age of Information Optimization
  5. Deep Learning based End-to-End Wireless Communication Systems with Conditional GAN as Unknown Channel
    2019/03/06 by Ye, Hao, Liang, Le, Li, Geoffrey Ye +1 · 4 citations
    #FOS: Computer and information sciences #Information Theory (cs.IT)
  6. Deep Learning in Physical Layer Communications
    2018/07/31 by Qin, Zhijin, Ye, Hao, Li, Geoffrey Ye +1 · 3 citations
    #FOS: Computer and information sciences #Information Theory (cs.IT)
  7. AgentThink: A Unified Framework for Tool-Augmented Chain-of-Thought Reasoning in Vision-Language Models for Autonomous Driving
    2025/05/21 by Kangan Qian, Qian, Kangan, Shan Jiang +38 · 15 citations
    Computer Science · Social Sciences · #Multimodal Machine Learning Applications #Explainable Artificial Intelligence (XAI) #Ethics and Social Impacts of AI
  8. A Survey on Vision-Language-Action Models for Autonomous Driving
    2025/06/30 by Shan Jiang, Zilin Huang, Jiang, Sicong +36 · 18 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robotics (cs.RO)
  9. Spectrum Sharing in Vehicular Networks Based on Multi-Agent Reinforcement Learning
    2019/05/08 by Liang, Le, Ye, Hao, Li, Geoffrey Ye · 2 citations
    #FOS: Computer and information sciences #Information Theory (cs.IT)
  10. Learn to Compress CSI and Allocate Resources in Vehicular Networks
    2019/08/12 by Wang, Liang, Ye, Hao, Liang, Le +1 · 2 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
  11. Federated Learning and Wireless Communications
    2020/05/11 by Zhijin Qin, Geoffrey Ye Li, Qin, Zhijin +3 · 2 citations
    Computer Science · Social Sciences · Engineering · #Privacy-Preserving Technologies in Data #Privacy, Security, and Data Protection #Wireless Communication Security Techniques
  12. From Generalized Gauss Bounds to Distributionally Robust Fault Detection with Unimodality Information
    2021/07/20 by Chao Shang, Shang, Chao, Hao Ye +5 · 2 citations
    Decision Sciences · Engineering · Mathematics · #Advanced Statistical Process Monitoring #FOS: Mathematics #Fault Detection and Control Systems #Fuzzy Systems and Optimization #Optimization and Control (math.OC)
  13. Semantic Communication for Cooperative Perception using HARQ
    2024/08/29 by Sheng, Yucheng, Liang, Le, Ye, Hao +2 · 5 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Theory (cs.IT)
  14. Semantic Communication for Cooperative Perception based on Importance Map
    2023/11/11 by Sheng, Yucheng, Ye, Hao, Liang, Le +2 · 4 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
  15. Modeling Spatial-Temporal Clues in a Hybrid Deep Learning Framework for Video Classification
    2015/04/07 by Zuxuan Wu, Wu, Zuxuan, Xi Wang +7 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Video Analysis and Summarization
  16. Deep Reinforcement Learning for Resource Allocation in V2V Communications
    2017/11/02 by Hao Ye, Ye, Hao, Geoffrey Ye Li +1 · 1 citation
    Engineering · #Advanced MIMO Systems Optimization #FOS: Computer and information sciences #Information Theory (cs.IT) #Power Line Communications and Noise #Vehicular Ad Hoc Networks (VANETs)
  17. Channel Agnostic End-to-End Learning based Communication Systems with Conditional GAN
    2018/07/02 by Hao Ye, Geoffrey Ye Li, Ye, Hao +5 · 1 citation
    Computer Science · #Digital Media Forensic Detection #FOS: Computer and information sciences #Information Theory (cs.IT) #Speech Recognition and Synthesis #Wireless Signal Modulation Classification
  18. Aperture Diffraction for Compact Snapshot Spectral Imaging
    2023/09/27 by Lv, Tao, Ye, Hao, Yuan, Quan +4 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  19. Deep Learning based Wireless Resource Allocation with Application to Vehicular Networks
    2019/07/07 by Le Liang, Hao Ye, Liang, Le +5 · 1 citation
    Engineering · #Advanced MIMO Systems Optimization #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Wireless Communication Security Techniques
  20. Cascaded Detail-Preserving Networks for Super-Resolution of Document Images
    2019/11/25 by Zhichao Fu, Fu, Zhichao, Yu Kong +11 · 1 citation
    Computer Science · Engineering · #Advanced Image Processing Techniques #Image and Signal Denoising Methods #Image Processing Techniques and Applications
  21. Large Language Models for Wireless Communications: From Adaptation to Autonomy
    2025/07/29 by Liang, Le, Ye, Hao, Sheng, Yucheng +4 · 7 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Theory (cs.IT)
  22. Action Quality Assessment via Hierarchical Pose-guided Multi-stage Contrastive Regression
    2025/01/07 by Mengshi Qi, Qi, Mengshi, Hao Ye +5 · 4 citations
    Computer Science · #Neural Networks and Applications #Face and Expression Recognition #Anomaly Detection Techniques and Applications
  23. A Wireless Foundation Model for Multi-Task Prediction
    2025/07/08 by Yucheng Sheng, Jiacheng Wang, Sheng, Yucheng +11 · 6 citations
    Computer Science · Engineering · #Wireless Signal Modulation Classification #Indoor and Outdoor Localization Technologies #Wireless Networks and Protocols
  24. DD-Ranking: Rethinking the Evaluation of Dataset Distillation
    2025/05/19 by Li, Zekai, Zhong, Xinhao, Khaki, Samir +49 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  25. EvaDrive: Evolutionary Adversarial Policy Optimization for End-to-End Autonomous Driving
    2025/08/05 by Jiao, Siwen, Qian, Kangan, Ye, Hao +12 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  26. Distributionally Robust Fault Detection Trade-off Design with Prior Fault Information
    2024/12/28 by Yulin Feng, Hailang Jin, Feng, Yulin +7 · 2 citations
    Decision Sciences · Engineering · #Advanced Statistical Process Monitoring #FOS: Mathematics #Fault Detection and Control Systems #Optimization and Control (math.OC) #Reliability and Maintenance Optimization
  27. SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation
    2025/07/29 by Ye, Hao, Qi, Mengshi, Liu, Zhaohong +2 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  28. Clinically Ready Magnetic Microrobots for Targeted Therapies
    2025/01/20 by Fabian C. Landers, Lukas Hertle, Landers, Fabian C. +53 · 2 citations
    Physics and Astronomy · Engineering · Materials Science · #Micro and Nano Robotics #Molecular Communication and Nanonetworks #Nanoparticle-Based Drug Delivery