Yiqin Deng

72 papers A* 1B 7C 1Journal 59Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Aggregation Alignment for Federated Learning with Mixture-of-Experts under Data Heterogeneity.
CoRR
Zihan Fang, Qianru Wang, Haonan An, Zheng Lin, Yiqin Deng, Xianhao Chen, Yuguang Fang
2026 J jnl
HFedMoE: Resource-aware Heterogeneous Federated Learning with Mixture-of-Experts.
CoRR
Zihan Fang, Zheng Lin, Senkang Hu, Yanan Ma, Yihang Tao, Yiqin Deng, Xianhao Chen, Yuguang Fang
2026 J jnl
RAISE: Optimizing RIS Placement to Maximize Task Throughput in Multi-Server Vehicular Edge Computing.
IEEE Trans. Wirel. Commun.
Yanan Ma, Yiqin Deng, Zhengru Fang, Longzhi Yuan, Xianhao Chen, Yuguang Fang
2026 J jnl
Shatter Throughput Ceilings: Leveraging Reflection Surfaces to Enhance Transmissions for Vehicular Fast Data Exchange.
CoRR
Qianyao Ren, Qingxiao Huang, Yiqin Deng, Xianhao Chen, Phone Lin, Yuguang Fang
2026 J jnl
UAV-enabled Computing Power Networks: Design and Performance Analysis under Energy Constraints.
CoRR
Yiqin Deng, Zhengru Fang, Senkang Hu, Yanan Ma, Xiaoyu Guo, Haixia Zhang, Yuguang Fang
2025 J jnl
AgentsCoMerge: Large Language Model Empowered Collaborative Decision Making for Ramp Merging.
IEEE Trans. Mob. Comput.
Senkang Hu, Zhengru Fang, Zihan Fang, Yiqin Deng, Xianhao Chen, Yuguang Fang, Sam Tak-Wu Kwong
2025 J jnl
CP-Guard+: A New Paradigm for Malicious Agent Detection and Defense in Collaborative Perception.
CoRR
Senkang Hu, Yihang Tao, Zihan Fang, Guowen Xu, Yiqin Deng, Sam Kwong, Yuguang Fang
2025 J jnl
CP-Guard: A Unified, Probability-Agnostic, and Adaptive Framework for Malicious Agent Detection and Defense in Multi-Agent Embodied Perception Systems.
CoRR
Senkang Hu, Yihang Tao, Guowen Xu, Xinyuan Qian, Yiqin Deng, Xianhao Chen, Sam Tak-Wu Kwong, Yuguang Fang
2025 A* conf
CP-Guard: Malicious Agent Detection and Defense in Collaborative Bird's Eye View Perception.
AAAI
Senkang Hu, Yihang Tao, Guowen Xu, Yiqin Deng, Xianhao Chen, Yuguang Fang, Sam Kwong
2025 J jnl
Collaborative Perception for Connected and Autonomous Driving: Challenges, Possible Solutions and Opportunities.
IEEE Wirel. Commun.
Senkang Hu, Zhengru Fang, Yiqin Deng, Xianhao Chen, Yuguang Fang
2025 J jnl
DDPG-Based Load-Aware QoS Guaranteed SDN Controller Placement for Internet of Vehicles.
IEEE Internet Things J.
Bo Li, Xiaoheng Deng, Xuechen Chen, Yiqin Deng, Shaohua Wan, Honggang Zhang
2025 J jnl
Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring.
CoRR
Zihan Fang, Zheng Lin, Senkang Hu, Yihang Tao, Yiqin Deng, Xianhao Chen, Yuguang Fang
2025 J jnl
Joint Computation Offloading and Resource Management for Cooperative Satellite-Aerial-Marine Internet of Things Networks.
CoRR
Shuang Qi, Bin Lin, Yiqin Deng, Hongyang Pan, Xu Hu
2025 J jnl
Joint Computation Offloading and Resource Management for Cooperative Satellite-Aerial-Marine Internet of Things Networks.
IEEE Internet Things J.
Shuang Qi, Bin Lin, Yiqin Deng, Hongyang Pan, Xu Hu
2025 J jnl
Minimizing Maximum Latency of Task Offloading for Multi-UAV-assisted Maritime Search and Rescue.
CoRR
Shuang Qi, Bin Lin, Yiqin Deng, Xianhao Chen, Yuguang Fang
2025 J jnl
Prioritized Information Bottleneck Theoretic Framework With Distributed Online Learning for Edge Video Analytics.
IEEE Trans. Netw.
Zhengru Fang, Senkang Hu, Jingjing Wang, Yiqin Deng, Xianhao Chen, Yuguang Fang
2025 J jnl
R-ACP: Real-Time Adaptive Collaborative Perception Leveraging Robust Task-Oriented Communications.
IEEE J. Sel. Areas Commun.
Zhengru Fang, Jingjing Wang, Yanan Ma, Yihang Tao, Yiqin Deng, Xianhao Chen, Yuguang Fang
2025 J jnl
RAISE: Optimizing RIS Placement to Maximize Task Throughput in Multi-Server Vehicular Edge Computing.
CoRR
Yanan Ma, Zhengru Fang, Longzhi Yuan, Yiqin Deng, Xianhao Chen, Yuguang Fang
2025 J jnl
Resources on the Move for Smart City: A Disruptive Perspective on the Grand Convergence of Sensing, Communications, Computing, Storage, and Intelligence.
IEEE Commun. Mag.
Yuguang Fang, Yiqin Deng, Xianhao Chen
2025 J jnl
Sense4FL: Vehicular Crowdsensing Enhanced Federated Learning for Autonomous Driving.
CoRR
Yanan Ma, Senkang Hu, Zhengru Fang, Yun Ji, Yiqin Deng, Yuguang Fang
2025 B conf
Task-Aware Parameter-Efficient Fine-Tuning of Large Pre-Trained Models at the Edge.
GLOBECOM
Senkang Hu, Yanan Ma, Yihang Tao, Zhengru Fang, Zihan Fang, Yiqin Deng, Sam Tak-Wu Kwong, Yuguang Fang
2025 J jnl
Task-Aware Parameter-Efficient Fine-Tuning of Large Pre-Trained Models at the Edge.
CoRR
Senkang Hu, Yanan Ma, Yihang Tao, Zhengru Fang, Zihan Fang, Yiqin Deng, Sam Kwong, Yuguang Fang
2025 B conf
Task-Oriented Communications for Visual Navigation with Edge-Aerial Collaboration in Low Altitude Economy.
GLOBECOM
Zhengru Fang, Zhenghao Liu, Jingjing Wang, Senkang Hu, Yu Guo, Yiqin Deng, Yuguang Fang
2025 J jnl
Task-Oriented Communications for Visual Navigation with Edge-Aerial Collaboration in Low Altitude Economy.
CoRR
Zhengru Fang, Zhenghao Liu, Jingjing Wang, Senkang Hu, Yu Guo, Yiqin Deng, Yuguang Fang
2025 J jnl
Toward Full-Scene Domain Generalization in Multi-Agent Collaborative Bird's Eye View Segmentation for Connected and Autonomous Driving.
IEEE Trans. Intell. Transp. Syst.
Senkang Hu, Zhengru Fang, Yiqin Deng, Xianhao Chen, Yuguang Fang, Sam Kwong
2025 B conf
UAV-enabled Computing Power Networks: Task Completion Probability Analysis.
GLOBECOM
Yiqin Deng, Zhengru Fang, Senkang Hu, Yanan Ma, Haixia Zhang, Yuguang Fang
2025 J jnl
UAV-enabled Computing Power Networks: Task Completion Probability Analysis.
CoRR
Yiqin Deng, Zhengru Fang, Senkang Hu, Yanan Ma, Haixia Zhang, Yuguang Fang
2024 J jnl
AgentsCoDriver: Large Language Model Empowered Collaborative Driving with Lifelong Learning.
CoRR
Senkang Hu, Zhengru Fang, Zihan Fang, Yiqin Deng, Xianhao Chen, Yuguang Fang
2024 J jnl
AgentsCoMerge: Large Language Model Empowered Collaborative Decision Making for Ramp Merging.
CoRR
Senkang Hu, Zhengru Fang, Zihan Fang, Yiqin Deng, Xianhao Chen, Yuguang Fang, Sam Kwong
2024 J jnl
CP-Guard: Malicious Agent Detection and Defense in Collaborative Bird's Eye View Perception.
CoRR
Senkang Hu, Yihang Tao, Guowen Xu, Yiqin Deng, Xianhao Chen, Yuguang Fang, Sam Kwong
2024 J jnl
Collaborative Perception for Connected and Autonomous Driving: Challenges, Possible Solutions and Opportunities.
CoRR
Senkang Hu, Zhengru Fang, Yiqin Deng, Xianhao Chen, Yuguang Fang
2024 J jnl
ESFL: Efficient Split Federated Learning Over Resource-Constrained Heterogeneous Wireless Devices.
IEEE Internet Things J.
Guangyu Zhu, Yiqin Deng, Xianhao Chen, Haixia Zhang, Yuguang Fang, Tan F. Wong
2024 J jnl
ESFL: Efficient Split Federated Learning over Resource-Constrained Heterogeneous Wireless Devices.
CoRR
Guangyu Zhu, Yiqin Deng, Xianhao Chen, Haixia Zhang, Yuguang Fang, Tan F. Wong
2024 J jnl
Efficient Parallel Split Learning Over Resource-Constrained Wireless Edge Networks.
IEEE Trans. Mob. Comput.
Zheng Lin, Guangyu Zhu, Yiqin Deng, Xianhao Chen, Yue Gao, Kaibin Huang, Yuguang Fang
2024 J jnl
IC3M: In-Car Multimodal Multi-object Monitoring for Abnormal Status of Both Driver and Passengers.
CoRR
Zihan Fang, Zheng Lin, Senkang Hu, Hangcheng Cao, Yiqin Deng, Xianhao Chen, Yuguang Fang
2024 — conf
Joint Task Offloading and Service Caching for Vehicular Edge Computing with Energy Constraints.
WCSP
Yifan Gao, Haixia Zhang, Qianqian Liu, Yiqin Deng
2024 J jnl
Minimizing Maximum Latency of Task Offloading for Multi-UAV-Assisted Maritime Search and Rescue.
IEEE Trans. Veh. Technol.
Shuang Qi, Bin Lin, Yiqin Deng, Xianhao Chen, Yuguang Fang
2024 J jnl
Multi-Hop Task Routing in Vehicle-Assisted Collaborative Edge Computing.
IEEE Trans. Veh. Technol.
Yiqin Deng, Haixia Zhang, Xianhao Chen, Yuguang Fang
2024 B conf
PIB: Prioritized Information Bottleneck Framework for Collaborative Edge Video Analytics.
GLOBECOM
Zhengru Fang, Senkang Hu, Liyan Yang, Yiqin Deng, Xianhao Chen, Yuguang Fang
2024 J jnl
PIB: Prioritized Information Bottleneck Framework for Collaborative Edge Video Analytics.
CoRR
Zhengru Fang, Senkang Hu, Liyan Yang, Yiqin Deng, Xianhao Chen, Yuguang Fang
2024 J jnl
Prioritized Information Bottleneck Theoretic Framework with Distributed Online Learning for Edge Video Analytics.
CoRR
Zhengru Fang, Senkang Hu, Jingjing Wang, Yiqin Deng, Xianhao Chen, Yuguang Fang
2024 J jnl
Privacy-Preserving Task-Oriented Semantic Communications Against Model Inversion Attacks.
IEEE Trans. Wirel. Commun.
Yanhu Wang, Shuaishuai Guo, Yiqin Deng, Haixia Zhang, Yuguang Fang
2024 J jnl
R-ACP: Real-Time Adaptive Collaborative Perception Leveraging Robust Task-Oriented Communications.
CoRR
Zhengru Fang, Jingjing Wang, Yanan Ma, Yihang Tao, Yiqin Deng, Xianhao Chen, Yuguang Fang
2024 J jnl
Resources on the Move for Smart City: A Disruptive Perspective on the Grand Convergence of Sensing, Communications, Computing, Storage, and Intelligence.
CoRR
Yuguang Fang, Yiqin Deng, Xianhao Chen
2024 J jnl
UAV-Assisted MEC with an Expandable Computing Resource Pool: Rethinking the UAV Deployment.
IEEE Wirel. Commun.
Yiqin Deng, Haixia Zhang, Xianhao Chen, Yuguang Fang
2024 J jnl
UAV-Assisted Multi-Access Edge Computing With Altitude-Dependent Computing Power.
IEEE Trans. Wirel. Commun.
Yiqin Deng, Haixia Zhang, Xianhao Chen, Yuguang Fang
2024 J jnl
Vehicle as a Service (VaaS): Leverage Vehicles to Build Service Networks and Capabilities for Smart Cities.
IEEE Commun. Surv. Tutorials
Xianhao Chen, Yiqin Deng, Haichuan Ding, Guanqiao Qu, Haixia Zhang, Pan Li, Yuguang Fang
2023 — conf
Data Collection for HD Map Updates through MEC-assisted Vehicle Crowdsourcing: A Trade off between Accuracy and Cost.
ICCT
Ying Zhao, Yiqin Deng, Haixia Zhang, Dongfeng Yuan
2023 J jnl
Efficient Parallel Split Learning over Resource-constrained Wireless Edge Networks.
CoRR
Zheng Lin, Guangyu Zhu, Yiqin Deng, Xianhao Chen, Yue Gao, Kaibin Huang, Yuguang Fang
2023 — conf
Joint Multicast Transmission and Channel Allocation Strategy for Data Dissemination in Vehicular Networks.
WCSP
Ruiyu Guo, Yiqin Deng, Haixia Zhang
2023 B conf
Joint Service Caching and Trajectory Optimization for Multi-UAV Assisted Multi-access Edge Computing.
GLOBECOM
Xin Zhang, Yiqin Deng, Haixia Zhang, Yuguang Fang
2023 J jnl
Privacy-Preserving Task-Oriented Semantic Communications Against Model Inversion Attacks.
CoRR
Yanhu Wang, Shuaishuai Guo, Yiqin Deng, Haixia Zhang, Yuguang Fang
2023 — conf
Service-Throughput Maximization for Air-Ground Cooperative Vehicular Networks.
ICCT
Bei Pang, Yiqin Deng, Haixia Zhang
2023 C conf
Sparsity Prediction-based Adaptive Deep Compressed Sensing for MEC-enabled IoT Systems.
ICCC
Jingyu Zhang, Yiqin Deng, Haixia Zhang, Xianhao Chen
2023 J jnl
Spectrum-aware Multi-hop Task Routing in Vehicle-assisted Collaborative Edge Computing.
CoRR
Yiqin Deng, Haixia Zhang, Xianhao Chen, Yuguang Fang
2023 J jnl
Task Offloading in Multi-Hop Relay-Aided Multi-Access Edge Computing.
IEEE Trans. Veh. Technol.
Yiqin Deng, Zhigang Chen, Xianhao Chen, Yuguang Fang
2023 B conf
Task Scheduling and Resource Allocation for Compressed Sensing in IoT-Edge-Cloud Systems.
GLOBECOM
Jingyu Zhang, Yiqin Deng, Haixia Zhang, Yuguang Fang
2023 J jnl
Vehicle as a Service (VaaS): Leverage Vehicles to Build Service Networks and Capabilities for Smart Cities.
CoRR
Xianhao Chen, Yiqin Deng, Haichuan Ding, Guanqiao Qu, Haixia Zhang, Pan Li, Yuguang Fang
2022 J jnl
Actions at the Edge: Jointly Optimizing the Resources in Multi-Access Edge Computing.
IEEE Wirel. Commun.
Yiqin Deng, Xianhao Chen, Guangyu Zhu, Yuguang Fang, Zhigang Chen, Xiaoheng Deng
2022 J jnl
Actions at the Edge: Jointly Optimizing the Resources in Multi-access Edge Computing.
CoRR
Yiqin Deng, Xianhao Chen, Guangyu Zhu, Yuguang Fang, Zhigang Chen, Xiaoheng Deng
2022 J jnl
Federated Learning Over Multihop Wireless Networks With In-Network Aggregation.
IEEE Trans. Wirel. Commun.
Xianhao Chen, Guangyu Zhu, Yiqin Deng, Yuguang Fang
2022 J jnl
From Resource Auction to Service Auction: An Auction Paradigm Shift in Wireless Networks.
CoRR
Xianhao Chen, Yiqin Deng, Guangyu Zhu, Danxin Wang, Yuguang Fang
2022 J jnl
From Resource Auction to Service Auction: An Auction Paradigm Shift in Wireless Networks.
IEEE Wirel. Commun.
Xianhao Chen, Yiqin Deng, Guangyu Zhu, Danxin Wang, Yuguang Fang
2022 J jnl
MEC-Based Dynamic Controller Placement in SD-IoV: A Deep Reinforcement Learning Approach.
IEEE Trans. Veh. Technol.
Bo Li, Xiaoheng Deng, Xuechen Chen, Yiqin Deng, Jian Yin
2022 J jnl
Throughput Maximization for Multiedge Multiuser Edge Computing Systems.
IEEE Internet Things J.
Yiqin Deng, Zhigang Chen, Xianhao Chen, Yuguang Fang
2021 J jnl
How to Leverage Mobile Vehicles to Balance the Workload in Multi-Access Edge Computing Systems.
IEEE Trans. Veh. Technol.
Yiqin Deng, Zhigang Chen, Xianhao Chen, Xiaoheng Deng, Yuguang Fang
2021 J jnl
Mobile-edge computing-based delay minimization controller placement in SDN-IoV.
Comput. Networks
Bo Li, Xiaoheng Deng, Yiqin Deng
2020 B conf
Resource Allocation for Multi-user Mobile-edge Computing Systems with Delay Constraints.
GLOBECOM
Yiqin Deng, Zhigang Chen, Xianhao Chen
2019 J jnl
Parallel Offloading in Green and Sustainable Mobile Edge Computing for Delay-Constrained IoT System.
IEEE Trans. Veh. Technol.
Yiqin Deng, Zhigang Chen, Xin Yao, Shahzad Hassan, Ali M. A. Ibrahim
2019 J jnl
Task Scheduling for Smart City Applications Based on Multi-Server Mobile Edge Computing.
IEEE Access
Yiqin Deng, Zhigang Chen, Xin Yao, Shahzad Hassan, Jia Wu
2018 J jnl
A novel distributed node searching method in DTNs.
Int. J. High Perform. Comput. Netw.
Yiqin Deng, Ming Zhao, Zhengjiang Wu, Longhua Xiao
2018 J jnl
Workload scheduling toward worst-case delay and optimal utility for single-hop Fog-IoT architecture.
IET Commun.
Yiqin Deng, Zhigang Chen, Deyu Zhang, Ming Zhao