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Fang, Zihan

  1. FedSN: A Federated Learning Framework over Heterogeneous LEO Satellite Networks
    2023/11/02 by Lin Zheng, Lin, Zheng, Zhe Chen +9 · 10 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)
  2. SplitLoRA: A Split Parameter-Efficient Fine-Tuning Framework for Large Language Models
    2024/07/01 by Lin Zheng, Lin, Zheng, Xuanjie Hu +15 · 8 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
  3. AgentsCoMerge: Large Language Model Empowered Collaborative Decision Making for Ramp Merging
    2024/08/07 by Senkang Hu, Hu, Senkang, Zhengru Fang +11 · 6 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
  4. Automated Federated Pipeline for Parameter-Efficient Fine-Tuning of Large Language Models
    2024/04/09 by Zihan Fang, Zheng Lin, Fang, Zihan +9 · 5 citations
    Computer Science · #Topic Modeling
  5. Sums: Sniffing Unknown Multiband Signals under Low Sampling Rates
    2024/05/24 by Jinbo Peng, Zhe Chen, Peng, Jinbo +17 · 4 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Hardware Architecture (cs.AR) #Sparse and Compressive Sensing Techniques #Speech and Audio Processing #Systems and Control (eess.SY) #Target Tracking and Data Fusion in Sensor Networks #electronic engineering #information engineering
  6. 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 · 5 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
  7. SATSense: Multi-Satellite Collaborative Framework for Spectrum Sensing
    2024/05/24 by Yuan, Haoxuan, Chen, Zhe, Lin, Zheng +5 · 3 citations
    #Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Parallel #Signal Processing (eess.SP) #and Cluster Computing (cs.DC) #electronic engineering #information engineering
  8. HSplitLoRA: A Heterogeneous Split Parameter-Efficient Fine-Tuning Framework for Large Language Models
    2025/05/05 by Lin Zheng, Yuxin Zhang, Lin, Zheng +15 · 7 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)
  9. AgentsCoDriver: Large Language Model Empowered Collaborative Driving with Lifelong Learning
    2024/04/09 by Hu, Senkang, Fang, Zhengru, Fang, Zihan +3 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Robotics (cs.RO)
  10. State-Aware Perturbation Optimization for Robust Deep Reinforcement Learning
    2025/03/26 by Zongyuan Zhang, Tianyang Duan, Zhang, Zongyuan +17 · 4 citations
    Computer Science · Engineering · #Reinforcement Learning in Robotics #Elevator Systems and Control #Traffic control and management
  11. Bridging Trustworthiness and Open-World Learning: An Exploratory Neural Approach for Enhancing Interpretability, Generalization, and Robustness
    2023/08/07 by Shide Du, Zihan Fang, Du, Shide +10 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  12. LEO-Split: A Semi-Supervised Split Learning Framework over LEO Satellite Networks
    2025/01/02 by Zheng Lin, Yuxin Zhang, Lin, Zheng +13 · 4 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)
  13. OpenViewer: Openness-Aware Multi-View Learning
    2024/12/17 by Shide Du, Du, Shide, Zihan Fang +9 · 2 citations
    Computer Science · #Image Retrieval and Classification Techniques #Advanced Image and Video Retrieval Techniques #Machine Learning and Data Classification
  14. LLM-Driven Stationarity-Aware Expert Demonstrations for Multi-Agent Reinforcement Learning in Mobile Systems
    2025/11/24 by Duan, Tianyang, Zhang, Zongyuan, Lin, Zheng +10 · 1 citation
    Computer Science · #Reinforcement Learning in Robotics #Multimodal Machine Learning Applications #Advanced Technologies in Various Fields
  15. Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring
    2025/08/12 by Fang, Zihan, Lin, Zheng, Hu, Senkang +4 · 4 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)
  16. Robust Deep Reinforcement Learning in Robotics via Adaptive Gradient-Masked Adversarial Attacks
    2025/03/26 by Zhang, Zongyuan, Duan, Tianyang, Lin, Zheng +8 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Robotics (cs.RO)