Publications

IEEE Transactions on Services Computing CAS Q1 CCF A

Multi-Agent Reinforcement Learning for Freshness-Aware Data Sensing Model in Vehicular Crowdsensing Systems

Penglin Dai, Xin Wang, Yue Xiang, Xiao Wu, Junhua Wang, Kai Liu

IEEE Transactions on Consumer Electronics CAS Q2

Meta-Transfer Learning Based Cross-Domain Gesture Recognition Using Wifi Channel State Information

Penglin Dai, Junfei Zhou, Jialong Ma, Hao Zhang, Xiao Wu

Proceedings of AAAI CCF A

Copeft: Fast Adaptation Framework for Multi-Agent Collaborative Perception with Parameter-Efficient Fine-Tuning

Quanmin Wei, Penglin Dai, Wei Li, Bingyi Liu, Xiao Wu

IEEE Transactions on Network Science and Engineering CAS Q1

A Cooperative Kernel-Based Method for Task Offloading in Vehicular Edge Computing

Kangli Zhao, Penglin Dai, Huanlai Xing, Xiao Wu

IEEE Internet of Things Journal CAS Q1 CCF C

Lyapunov-Based Joint Flight Trajectory and Computation Offloading Optimization for UAV-Assisted Vehicular Networks

Junhua Wang, Ling Wang, Kun Zhu, Penglin Dai

IEEE Transactions on Mobile Computing CAS Q1 CCF A

Joint Optimization of Device Placement and Model Partitioning for Cooperative DNN Inference in Heterogeneous Edge Computing

Penglin Dai, Biao Han, Ke Li, Xincao Xu, Huanlai Xing, Kai Liu

IEEE Transactions on Services Computing CAS Q1 CCF A

Joint Optimization for Quality Selection and Resource Allocation of Live Video Streaming in Internet of Vehicles

Penglin Dai, Meiting Wu, Ke Li, Xiao Wu, Yan Ding

IEEE Transactions on Mobile Computing CAS Q1 CCF A

Context-Aware Offloading for Edge-Assisted on-Device Video Analytics Through Online Learning Approach

Penglin Dai, Yangyang Chao, Xiao Wu, Kai Liu, Songtao Guo

IEEE Transactions on Mobile Computing CAS Q1 CCF A

Adversarial Reinforcement Learning Based Data Poisoning Attacks Defense for Task-Oriented Multi-User Semantic Communication

Jincheng Peng, Huanlai Xing, Lexi Xu, Shouxi Luo, Penglin Dai, Li Feng, Jing Song, Bowen Zhao, Zhiwen Xiao

IEEE Transactions on Parallel and Distributed Systems CAS Q1 CCF A

On Jointly Optimizing Partial Offloading and SFC Mapping: a Cooperative Dual-Agent Deep Reinforcement Learning Approach

Xinhan Wang, Huanlai Xing, Fuhong Song, Shouxi Luo, Penglin Dai, Bowen Zhao

IEEE Transactions on Mobile Computing CAS Q1 CCF A

Meta Reinforcement Learning for Multi-Task Offloading in Vehicular Edge Computing

Penglin Dai, Yaorong Huang, Kaiwen Hu, Xiao Wu, Huanlai Xing, Zhaofei Yu

Journal of Systems Architecture CAS Q3 CCF B

Joint Task Offloading and Resource Optimization in NOMA-Based Vehicular Edge Computing: a Game-Theoretic DRL Approach

Xincao Xu, Kai Liu*, Penglin Dai, Feiyu Jin, Hualing Ren, Choujun Zhan, Songtao Guo

IEEE Transactions on Consumer Electronics CAS Q2

Freshness and Security-Aware Cache Update in Blockchain-Based Vehicular Edge Networks

Penglin Dai, Yaorong Huang, Xiao Wu, Ke Li, Huanlai Xing, Kai Liu

IEEE Transactions on Emerging Topics in Computational Intelligence CAS Q2

Deep Contrastive Representation Learning with Self-Distillation

Zhiwen Xiao, Huanlai Xing, Bowen Zhao, Rong Qu, Shouxi Luo, Penglin Dai, Ke Li, Zonghai Zhu

IEEE Transactions on Consumer Electronics CAS Q2

Cooperative Sensing and Uploading for Quality-Cost Tradeoff of Digital Twins in VEC

Kai Liu*, Xincao Xu*, Penglin Dai, Biwen Chen

IEEE Transactions on Intelligent Transportation Systems CAS Q1 CCF B

Cooperative Sensing and Heterogeneous Information Fusion in Vcps: a Multi-Agent Deep Reinforcement Learning Approach

Xincao Xu, Kai* Liu, Penglin Dai, Ruitao Xie, Jingjing Cao, Jiangtao Luo

IEEE Transactions on Intelligent Transportation Systems CAS Q1 CCF B

An Adaptive Q-Value Adjustment-Based Learning Model for Reliable Vehicle-to-UAV Computation Offloading

Junhua Wang, Kun Zhu, Penglin Dai, Zhu Han

International Journal of Intelligent Systems CAS Q3

Selfmatch: Robust Semisupervised Time‐series Classification with Self‐distillation

Huanlai Xing, Zhiwen Xiao, Dawei Zhan, Shouxi Luo, Penglin Dai, Ke Li

Future Generation Computer Systems CAS Q2 CCF C

Offloading Dependent Tasks in Multi-Access Edge Computing: a Multi-Objective Reinforcement Learning Approach

Fuhong Song, Huanlai Xing, Xinhan Wang, Shouxi Luo, Penglin Dai, Ke Li

IEEE Transactions on Mobile Computing CAS Q1 CCF A

Evolutionary Multi-Objective Reinforcement Learning Based Trajectory Control and Task Offloading in UAV-Assisted Mobile Edge Computing

Fuhong Song, Huanlai Xing, Xinhan Wang, Shouxi Luo, Penglin Dai, Zhiwen Xiao, Bowen Zhao

IEEE Transactions on Mobile Computing CAS Q1 CCF A

Distributed Convex Relaxation for Heterogeneous Task Replication in Mobile Edge Computing

Penglin Dai, Biao Han, Xiao Wu, Huanlai Xing, Bingyi Liu, Kai Liu

Swarm and Evolutionary Computation CAS Q1

An ACO for Energy-Efficient and Traffic-Aware Virtual Machine Placement in Cloud Computing

Huanlai Xing, Jing Zhu, Rong Qu, Penglin Dai, Shouxi Luo, Muhammad Azhar Iqbal

Information Sciences CAS Q2

RTFN: a Robust Temporal Feature Network for Time Series Classification

Zhiwen Xiao, Xin Xu, Huanlai Xing, Shouxi Luo, Penglin Dai, Dawei Zhan

IEEE Transactions on Mobile Computing CAS Q1 CCF A

Edge Intelligence for Adaptive Multimedia Streaming in Heterogeneous Internet of Vehicles

Penglin Dai, Feng Song, Kai Liu, Yueyue Dai, Pan Zhou, Songtao Guo

Applied Soft Computing CAS Q2

A Two-Stage Approach for Multicast-Oriented Virtual Network Function Placement

Xinhan Wang, Huanlai Xing, Dawei Zhan, Shouxi Luo, Penglin Dai, Muhammad Azhar Iqbal

电子学报 CCF A

基于势博弈的车载边缘计算信道分配方法

许新操， 刘凯*， 刘春晖， 蒋豪， 郭松涛， 吴巍炜

Mobile Networks and Applications CCF C

Vehicular Fog Computing Enabled Real-Time Collision Warning via Trajectory Calibration

Xincao Xu, Kai Liu*, Ke Xiao, Liang Feng, Zhou Wu, Songtao Guo

Neural Networks CAS Q2

SDARE: a Stacked Denoising Autoencoder Method for Game Dynamics Network Structure Reconstruction

Keke Huang, Shuo Li, Penglin Dai, Zhen Wang, Zhaofei Yu

Chaos, Solitons & Fractals CAS Q1

Network Structure Reconstruction with Symmetry Constraint

Zihua Hang, Penglin Dai, Shanshan Jia, Zhaofei Yu

IEEE Transactions on Vehicular Technology CAS Q2

Multi-Armed Bandit Learning for Computation-Intensive Services in MEC-Empowered Vehicular Networks

Penglin Dai, Zihua Hang, Kai Liu, Xiao Wu, Huanlai Xing, Zhaofei Yu, Victor Chung Sing Lee

IEEE Transactions on Mobile Computing CAS Q1 CCF A

Fog Computing Empowered Data Dissemination in Software Defined Heterogeneous Vanets

Kai Liu, Ke Xiao, Penglin Dai, Victor CS Lee, Songtao Guo, Jiannong Cao

IEEE Transactions on Intelligent Transportation Systems CAS Q1 CCF B

A Probabilistic Approach for Cooperative Computation Offloading in MEC-Assisted Vehicular Networks

Penglin Dai, Kaiwen Hu, Xiao Wu, Huanlai Xing, Fei Teng, Zhaofei Yu

IEEE Internet of Things Journal CAS Q1 CCF C

A Multiobjective Computation Offloading Algorithm for Mobile-Edge Computing

Fuhong Song, Huanlai Xing, Shouxi Luo, Dawei Zhan, Penglin Dai, Rong Qu