Publications

IEEE Transactions on Services Computing CAS Q1 CCF A

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

P Dai, X Wang, Y Xiang, X Wu, J Wang, K Liu

IEEE Transactions on Consumer Electronics CAS Q2

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

P Dai, J Zhou, J Ma, H Zhang, X Wu

Proceedings of AAAI CCF A

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

Q Wei, P Dai, W Li, B Liu, X Wu

IEEE Transactions on Network Science and Engineering CAS Q1

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

K Zhao, P Dai, H Xing, X Wu

Proceedings of WASA CCF C

Towards Communication-Efficient Collaborative Perception: Harnessing Channel-Spatial Attention and Knowledge Distillation

F Wang, P Dai, C Li, Z Meng, K Liu

IEEE Internet of Things Journal CAS Q1 CCF C

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

J Wang, L Wang, K Zhu, P 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

P Dai, B Han, K Li, X Xu, H Xing, K 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

P Dai, M Wu, K Li, X Wu, Y Ding

IEEE Transactions on Mobile Computing CAS Q1 CCF A

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

P Dai, Y Chao, X Wu, K Liu, S 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

J Peng, H Xing, L Xu, S Luo, P Dai, L Feng, J Song, B Zhao, Z 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

X Wang, H Xing, F Song, S Luo, P Dai, B Zhao

IEEE Transactions on Mobile Computing CAS Q1 CCF A

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

P Dai, Y Huang, K Hu, X Wu, H Xing, Z 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

X Xu, K Liu*, P Dai, F Jin, H Ren, C Zhan, S Guo

IEEE Transactions on Consumer Electronics CAS Q2

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

P Dai, Y Huang, X Wu, K Li, H Xing, K Liu

IEEE Transactions on Emerging Topics in Computational Intelligence CAS Q2

Deep Contrastive Representation Learning with Self-Distillation

Z Xiao, H Xing, B Zhao, R Qu, S Luo, P Dai, K Li, Z Zhu

IEEE Transactions on Consumer Electronics CAS Q2

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

K Liu*, X Xu*, P Dai, B 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

X Xu, K Liu, P Dai, R Xie, J Cao, J 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

J Wang, K Zhu, P Dai, Z Han

Proceedings of IEEE MSN CCF C

Traffic Event Augmentation via Vehicular Edge Computing: a Vehicle Reid Based Solution

H Jiang, P Dai, K Liu, F Jin, H Ren, S Guo

International Journal of Intelligent Systems CAS Q3

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

H Xing, Z Xiao, D Zhan, S Luo, P Dai, K Li

Future Generation Computer Systems CAS Q2 CCF C

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

F Song, H Xing, X Wang, S Luo, P Dai, K 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

F Song, H Xing, X Wang, S Luo, P Dai, Z Xiao, B Zhao

IEEE Transactions on Mobile Computing CAS Q1 CCF A

Distributed Convex Relaxation for Heterogeneous Task Replication in Mobile Edge Computing

P Dai, B Han, X Wu, H Xing, B Liu, K Liu

Swarm and Evolutionary Computation CAS Q1

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

H Xing, J Zhu, R Qu, P Dai, S Luo, MA Iqbal

Information Sciences CAS Q2

RTFN: a Robust Temporal Feature Network for Time Series Classification

Z Xiao, X Xu, H Xing, S Luo, P Dai, D Zhan

Proceedings of IEEE GLOBECOM CCF C

Evolutionary Multitasking for Cross-Domain Task Optimization via Vehicular Edge Computing

D Wang, K Liu, L Feng, P Dai, W Wu, S Guo

IEEE Transactions on Mobile Computing CAS Q1 CCF A

Edge Intelligence for Adaptive Multimedia Streaming in Heterogeneous Internet of Vehicles

P Dai, F Song, K Liu, Y Dai, P Zhou, S Guo

Proceedings of IEEE INFOCOM CCF A

Asynchronous Deep Reinforcement Learning for Data-Driven Task Offloading in MEC-Empowered Vehicular Networks

P Dai, K Hu, X Wu, H Xing, Z Yu

Applied Soft Computing CAS Q2

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

X Wang, H Xing, D Zhan, S Luo, P Dai, MA 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

X Xu, K Liu*, K Xiao, L Feng, Z Wu, S Guo

Proceedings of IEEE ICC CCF C

STDPG: a Spatio-Temporal Deterministic Policy Gradient Agent for Dynamic Routing in SDN

J Chen, Z Xiao, H Xing, P Dai, S Luo, MA Iqbal

Neural Networks CAS Q2

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

K Huang, S Li, P Dai, Z Wang, Z Yu

Proceedings of IEEE MSN CCF C

Real-Time Task Offloading for Data and Computation Intensive Services in Vehicular Fog Computing Environments

C Liu, K Liu*, X Xu, H Ren, F Jin, S Guo

Chaos, Solitons & Fractals CAS Q1

Network Structure Reconstruction with Symmetry Constraint

Z Hang, P Dai, S Jia, Z Yu

IEEE Transactions on Vehicular Technology CAS Q2

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

P Dai, Z Hang, K Liu, X Wu, H Xing, Z Yu, VCS Lee

IEEE Transactions on Mobile Computing CAS Q1 CCF A

Fog Computing Empowered Data Dissemination in Software Defined Heterogeneous Vanets

K Liu, K Xiao, P Dai, VCS Lee, S Guo, J Cao

Proceedings of WASA CCF C

Adaptive Task Scheduling via End-Edge-Cloud Cooperation in Vehicular Networks

H Ren, K Liu, P Dai, Y Li, R Xie, S Guo

IEEE Transactions on Intelligent Transportation Systems CAS Q1 CCF B

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

P Dai, K Hu, X Wu, H Xing, F Teng, Z Yu

IEEE Internet of Things Journal CAS Q1 CCF C

A Multiobjective Computation Offloading Algorithm for Mobile-Edge Computing

F Song, H Xing, S Luo, D Zhan, P Dai, R Qu