Deng, Yiqin
- Efficient Parallel Split Learning over Resource-constrained Wireless Edge Networks
2023/03/26 by Zheng Lin, Lin, Zheng, Guangyu Zhu +11 · 21 citations
Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Advanced MIMO Systems Optimization #Wireless Communication Security Techniques
- Privacy-Preserving Task-Oriented Semantic Communications Against Model Inversion Attacks
2023/12/06 by Yanhu Wang, Wang, Yanhu, Shuaishuai Guo +7 · 6 citations
Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning #Wireless Communication Security Techniques
- Collaborative Perception for Connected and Autonomous Driving: Challenges, Possible Solutions and Opportunities
2024/01/03 by Hu, Senkang, Fang, Zhengru, Deng, Yiqin +2 · 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
- AgentsCoMerge: Large Language Model Empowered Collaborative Decision Making for Ramp Merging
2024/08/07 by Senkang Hu, Zhengru Fang, Hu, Senkang +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
- ESFL: Efficient Split Federated Learning over Resource-Constrained Heterogeneous Wireless Devices
2024/02/24 by Guangyu Zhu, Zhu, Guangyu, Yiqin Deng +9 · 3 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
- 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
- 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 · 3 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)
- Actions at the Edge: Jointly Optimizing the Resources in Multi-access Edge Computing
2022/04/18 by Yiqin Deng, Deng, Yiqin, Xianhao Chen +9 · 2 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
- 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)
- 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 · 3 citations
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- R-ACP: Real-Time Adaptive Collaborative Perception Leveraging Robust Task-Oriented Communications
2024/10/05 by Zhengru Fang, Jingjing Wang, Fang, Zhengru +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
- Task-Oriented Semantic Compression for Localization at the Network Edge
2025/04/25 by Zhengru Fang, Senkang Hu, Fang, Zhengru +9 · 2 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Opportunistic and Delay-Tolerant Networks #Robotics and Automated Systems #UAV Applications and Optimization
- Sense4FL: Vehicular Crowdsensing Enhanced Federated Learning for Object Detection in Autonomous Driving
2025/03/22 by Yanan Ma, Ma, Yanan, Senkang Hu +9 · 2 citations
Computer Science · Engineering · #Distributed #FOS: Computer and information sciences #Mobile Crowdsensing and Crowdsourcing #Parallel #Privacy-Preserving Technologies in Data #Robotics (cs.RO) #Traffic Prediction and Management Techniques #and Cluster Computing (cs.DC)
- 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)