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Xianhao Chen

  1. Efficient Parallel Split Learning over Resource-constrained Wireless Edge Networks
    2023/03/26 by Zheng Lin, Lin, Zheng, Guangyu Zhu +11 · 35 citations
    Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Advanced MIMO Systems Optimization #Wireless Communication Security Techniques
  2. Mobile Edge Intelligence for Large Language Models: A Contemporary Survey
    2024/07/09 by Guanqiao Qu, Qu, Guanqiao, Qiyuan Chen +9 · 45 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Recommender Systems and Techniques
  3. Pushing Large Language Models to the 6G Edge: Vision, Challenges, and Opportunities
    2023/09/28 by Zheng Lin, Guanqiao Qu, Lin, Zheng +9 · 27 citations
    Computer Science · Engineering · Medicine · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Topic Modeling #Tracheal and airway disorders
  4. Split Learning in 6G Edge Networks
    2023/06/21 by Zheng Lin, Lin, Zheng, Guanqiao Qu +5 · 21 citations
    Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Advanced Wireless Communication Technologies #Advanced MIMO Systems Optimization
  5. CG-SLAM: Efficient Dense RGB-D SLAM in a Consistent Uncertainty-aware 3D Gaussian Field
    2024/03/24 by Jiarui Hu, Xianhao Chen, Hu, Jiarui +13 · 23 citations
    Computer Science · Engineering · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications #Robotic Path Planning Algorithms #Robotics (cs.RO) #Robotics and Sensor-Based Localization
  6. AdaptSFL: Adaptive Split Federated Learning in Resource-constrained Edge Networks
    2024/03/19 by Zheng Lin, Guanqiao Qu, Lin, Zheng +7 · 16 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques #and Cluster Computing (cs.DC)
  7. FedSN: A Federated Learning Framework over Heterogeneous LEO Satellite Networks
    2023/11/02 by Lin Zheng, Lin, Zheng, Zhe Chen +9 · 15 citations
    Engineering · Materials Science · Medicine · #Advanced Nanomaterials in Catalysis #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Sarcoidosis and Beryllium Toxicity Research #Satellite Communication Systems #and Cluster Computing (cs.DC)
  8. SplitLoRA: A Split Parameter-Efficient Fine-Tuning Framework for Large Language Models
    2024/07/01 by Lin Zheng, Lin, Zheng, Xuanjie Hu +15 · 18 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
  9. Optimal Resource Allocation for U-Shaped Parallel Split Learning
    2023/08/17 by Song Lyu, Lyu, Song, Zheng Lin +9 · 8 citations
    Computer Science · Neuroscience · #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  10. Hierarchical Split Federated Learning: Convergence Analysis and System Optimization
    2024/12/10 by Zheng Lin, Wei Wei, Lin, Zheng +11 · 14 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
  11. Automated Federated Pipeline for Parameter-Efficient Fine-Tuning of Large Language Models
    2024/04/09 by Zihan Fang, Zheng Lin, Fang, Zihan +9 · 9 citations
    Computer Science · #Topic Modeling
  12. AgentsCoMerge: Large Language Model Empowered Collaborative Decision Making for Ramp Merging
    2024/08/07 by Senkang Hu, Zhengru Fang, Hu, Senkang +11 · 9 citations
    Business, Management and Accounting · Computer Science · Engineering · #Collaboration in agile enterprises #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Transportation and Mobility Innovations
  13. PACP: Priority-Aware Collaborative Perception for Connected and Autonomous Vehicles
    2024/04/10 by Zhengru Fang, Fang, Zhengru, Senkang Hu +13 · 6 citations
    Computer Science · Engineering · #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Robotic Path Planning Algorithms #Robotics and Automated Systems
  14. ESFL: Efficient Split Federated Learning over Resource-Constrained Heterogeneous Wireless Devices
    2024/02/24 by Guangyu Zhu, Yiqin Deng, Zhu, Guangyu +9 · 5 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Indoor and Outdoor Localization Technologies #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Privacy-Preserving Technologies in Data #Wireless Networks and Protocols
  15. IC3M: In-Car Multimodal Multi-object Monitoring for Abnormal Status of Both Driver and Passengers
    2024/10/03 by Zihan Fang, Fang, Zihan, Zheng Lin +11 · 8 citations
    Engineering · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #IoT and GPS-based Vehicle Safety Systems #Machine Learning (cs.LG) #Systems and Control (eess.SY) #electronic engineering #information engineering
  16. Actions at the Edge: Jointly Optimizing the Resources in Multi-access Edge Computing
    2022/04/18 by Yiqin Deng, Deng, Yiqin, Xianhao Chen +9 · 3 citations
    Computer Science · #Age of Information Optimization #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #FOS: Electrical engineering #IoT and Edge/Fog Computing #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #electronic engineering #information engineering
  17. Vehicle as a Service (VaaS): Leverage Vehicles to Build Service Networks and Capabilities for Smart Cities
    2023/04/22 by Xianhao Chen, Chen, Xianhao, Yiqin Deng +11 · 4 citations
    Computer Science · Engineering · #Blockchain Technology Applications and Security #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Networking and Internet Architecture (cs.NI) #Parallel #Vehicular Ad Hoc Networks (VANETs) #and Cluster Computing (cs.DC)
  18. LEO-Split: A Semi-Supervised Split Learning Framework over LEO Satellite Networks
    2025/01/02 by Zheng Lin, Yuxin Zhang, Lin, Zheng +13 · 8 citations
    Engineering · #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Parallel #Satellite Communication Systems #and Cluster Computing (cs.DC)
  19. HSplitLoRA: A Heterogeneous Split Parameter-Efficient Fine-Tuning Framework for Large Language Models
    2025/05/05 by Lin Zheng, Lin, Zheng, Yuxin Zhang +15 · 13 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Parallel #Speech Recognition and Synthesis #Topic Modeling #and Cluster Computing (cs.DC)
  20. CP-Guard: Malicious Agent Detection and Defense in Collaborative Bird's Eye View Perception
    2024/12/16 by Senkang Hu, Hu, Senkang, Yihang Tao +11 · 4 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  21. SmartCooper: Vehicular Collaborative Perception with Adaptive Fusion and Judger Mechanism
    2024/02/01 by Yuang Zhang, Zhang, Yuang, Haonan An +11 · 2 citations
    Engineering · #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Transportation and Mobility Innovations #Vehicular Ad Hoc Networks (VANETs)
  22. HASFL: Heterogeneity-aware Split Federated Learning over Edge Computing Systems
    2025/06/10 by Zheng Lin, Lin, Zheng, Zhe Chen +7 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  23. Multi-hop Multi-RIS Wireless Communication Systems: Multi-reflection Path Scheduling and Beamforming
    2024/05/21 by Xiaoyan Ma, Haixia Zhang, Ma, Xiaoyan +5 · 2 citations
    Engineering · Computer Science · #Advanced MIMO Systems Optimization #Advanced Wireless Communication Techniques #Wireless Communication Networks Research
  24. R-ACP: Real-Time Adaptive Collaborative Perception Leveraging Robust Task-Oriented Communications
    2024/10/05 by Zhengru Fang, Fang, Zhengru, Jingjing Wang +11 · 2 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #Infrared Target Detection Methodologies #Networking and Internet Architecture (cs.NI) #Robotics and Automated Systems #Visual Attention and Saliency Detection
  25. Rethinking Adversarial Attacks in Reinforcement Learning from Policy Distribution Perspective
    2025/01/07 by Tianyang Duan, Zongyuan Zhang, Duan, Tianyang +17 · 4 citations
    Social Sciences · Computer Science · Engineering · #Dengue and Mosquito Control Research #Advanced Malware Detection Techniques #Autonomous Vehicle Technology and Safety
  26. SatFed: A Resource-Efficient LEO Satellite-Assisted Heterogeneous Federated Learning Framework
    2024/09/20 by Yuxin Zhang, Zhang, Yuxin, Zheng Lin +13 · 3 citations
    Computer Science · Engineering · #Age of Information Optimization #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #IoT Networks and Protocols #Machine Learning (cs.LG) #Parallel #Satellite Communication Systems #and Cluster Computing (cs.DC)
  27. Pipelining Split Learning in Multi-hop Edge Networks
    2025/05/07 by Wei Wei, Wei, Wei, Zheng Lin +7 · 4 citations
    Computer Science · Engineering · #Advanced Data and IoT Technologies #Advanced Neural Network Applications #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Networking and Internet Architecture (cs.NI)
  28. FedMeld: A Model-dispersal Federated Learning Framework for Space-ground Integrated Networks
    2024/12/23 by Qian Chen, Chen, Qian, Xianhao Chen +3 · 2 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Opportunistic and Delay-Tolerant Networks #Privacy-Preserving Technologies in Data #Satellite Communication Systems
  29. SlimCaching: Edge Caching of Mixture-of-Experts for Distributed Inference
    2025/07/09 by Qian Chen, Chen, Qian, Xianhao Chen +3 · 2 citations
    Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Networking and Internet Architecture (cs.NI) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  30. Update the Unseen Only: Minimizing AoI for Collaborative Perception through Online Learning
    2026/07/23 by Yanan Ma, Zhuoyi Zhao, Zhengru Fang +3
    #cs.NI