Penglin Dai

Orcid: 0000-0002-3074-4620

According to our database1, Penglin Dai authored at least 58 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Cooperative Sensing and Heterogeneous Information Fusion in VCPS: A Multi-Agent Deep Reinforcement Learning Approach.
IEEE Trans. Intell. Transp. Syst., June, 2024

Lyapunov-Based Joint Flight Trajectory and Computation Offloading Optimization for UAV-Assisted Vehicular Networks.
IEEE Internet Things J., June, 2024

An Adaptive Q-Value Adjustment-Based Learning Model for Reliable Vehicle-to-UAV Computation Offloading.
IEEE Trans. Intell. Transp. Syst., May, 2024

Densely Knowledge-Aware Network for Multivariate Time Series Classification.
IEEE Trans. Syst. Man Cybern. Syst., April, 2024

Meta Reinforcement Learning for Multi-Task Offloading in Vehicular Edge Computing.
IEEE Trans. Mob. Comput., March, 2024

Distributed Convex Relaxation for Heterogeneous Task Replication in Mobile Edge Computing.
IEEE Trans. Mob. Comput., February, 2024

Deep Contrastive Representation Learning With Self-Distillation.
IEEE Trans. Emerg. Top. Comput. Intell., February, 2024

Cooperative Sensing and Uploading for Quality-Cost Tradeoff of Digital Twins in VEC.
IEEE Trans. Consumer Electron., February, 2024

Freshness and Security-Aware Cache Update in Blockchain-Based Vehicular Edge Networks.
IEEE Trans. Consumer Electron., February, 2024

2023
Evolutionary Multi-Objective Reinforcement Learning Based Trajectory Control and Task Offloading in UAV-Assisted Mobile Edge Computing.
IEEE Trans. Mob. Comput., December, 2023

On Jointly Optimizing Partial Offloading and SFC Mapping: A Cooperative Dual-Agent Deep Reinforcement Learning Approach.
IEEE Trans. Parallel Distributed Syst., August, 2023

Stacked denoising autoencoder for missing traffic data reconstruction via mobile edge computing.
Neural Comput. Appl., July, 2023

Edge Intelligence for Adaptive Multimedia Streaming in Heterogeneous Internet of Vehicles.
IEEE Trans. Mob. Comput., March, 2023

Joint task offloading and resource optimization in NOMA-based vehicular edge computing: A game-theoretic DRL approach.
J. Syst. Archit., 2023

Cooperative Data Uploading and Task Offloading via Markov-Approximation in Heterogeneous Vehicular Networks.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

2022
A Distributed Algorithm for Task Offloading in Vehicular Networks With Hybrid Fog/Cloud Computing.
IEEE Trans. Syst. Man Cybern. Syst., 2022

A Probabilistic Approach for Cooperative Computation Offloading in MEC-Assisted Vehicular Networks.
IEEE Trans. Intell. Transp. Syst., 2022

An ACO for energy-efficient and traffic-aware virtual machine placement in cloud computing.
Swarm Evol. Comput., 2022

SelfMatch: Robust semisupervised time-series classification with self-distillation.
Int. J. Intell. Syst., 2022

Offloading dependent tasks in multi-access edge computing: A multi-objective reinforcement learning approach.
Future Gener. Comput. Syst., 2022

Spectrum sensing in cognitive radio: A deep learning based model.
Trans. Emerg. Telecommun. Technol., 2022

Maximizing Quality and Minimizing Cost for VCPS in ISAC-Based Vehicular Networks: A Deep Reinforcement Learning Approach.
CoRR, 2022

Enabling Digital Twin in Vehicular Edge Computing: A Multi-Agent Multi-Objective Deep Reinforcement Learning Solution.
CoRR, 2022

Cooperative Sensing and Heterogeneous Information Fusion in VCPS: A Multi-agent Deep Reinforcement Learning Approach.
CoRR, 2022

LCSW: A Novel Indoor Localization System Based on CNN-SVM Model with WKNN in Wi-Fi Environments.
Proceedings of the Neural Computing for Advanced Applications, 2022

Traffic Event Augmentation via Vehicular Edge Computing: A Vehicle ReID based Solution.
Proceedings of the 18th International Conference on Mobility, Sensing and Networking, 2022

Dependency-aware Task Offloading via End-Edge-Cloud Cooperation in Heterogeneous Vehicular Networks.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Optimal ANN-SNN Conversion for High-accuracy and Ultra-low-latency Spiking Neural Networks.
Proceedings of the Tenth International Conference on Learning Representations, 2022

2021
Fog Computing Empowered Data Dissemination in Software Defined Heterogeneous VANETs.
IEEE Trans. Mob. Comput., 2021

RTFN: A robust temporal feature network for time series classification.
Inf. Sci., 2021

A two-stage approach for multicast-oriented virtual network function placement.
Appl. Soft Comput., 2021

Asynchronous Deep Reinforcement Learning for Data-Driven Task Offloading in MEC-Empowered Vehicular Networks.
Proceedings of the 40th IEEE Conference on Computer Communications, 2021

Evolutionary Multitasking for Cross-domain Task Optimization via Vehicular Edge Computing.
Proceedings of the IEEE Global Communications Conference, 2021

2020
Multi-Armed Bandit Learning for Computation-Intensive Services in MEC-Empowered Vehicular Networks.
IEEE Trans. Veh. Technol., 2020

SDARE: A stacked denoising autoencoder method for game dynamics network structure reconstruction.
Neural Networks, 2020

A Multiobjective Computation Offloading Algorithm for Mobile-Edge Computing.
IEEE Internet Things J., 2020

Adaptive Task Scheduling via End-Edge-Cloud Cooperation in Vehicular Networks.
Proceedings of the Wireless Algorithms, Systems, and Applications, 2020

STDPG: A Spatio-Temporal Deterministic Policy Gradient Agent for Dynamic Routing in SDN.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

2019
Temporal Information Services in Large-Scale Vehicular Networks Through Evolutionary Multi-Objective Optimization.
IEEE Trans. Intell. Transp. Syst., 2019

Bandwidth-Aware Traffic Sensing in Vehicular Networks with Mobile Edge Computing.
Sensors, 2019

Cooperative Temporal Data Dissemination in SDN-Based Heterogeneous Vehicular Networks.
IEEE Internet Things J., 2019

An integer encoding grey wolf optimizer for virtual network function placement.
Appl. Soft Comput., 2019

Multi-objective Optimization for Network Resource Management in Heterogeneous Vehicular Networks.
Proceedings of the 2019 IEEE Wireless Communications and Networking Conference, 2019

A Learning Algorithm for Real-Time Service in Vehicular Networks with Mobile-Edge Computing.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Joint Resource Optimization for Adaptive Multimedia Services in MEC-Based Vehicular Networks.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

A PBIL for delay constrained virtual network function placement with load balancing.
Proceedings of the ACM Turing Celebration Conference - China, 2019

2018
Bandwidth Efficiency and Service Adaptiveness Oriented Data Dissemination in Heterogeneous Vehicular Networks.
IEEE Trans. Veh. Technol., 2018

Coding-Assisted Broadcast Scheduling via Memetic Computing in SDN-Based Vehicular Networks.
IEEE Trans. Intell. Transp. Syst., 2018

An Adaptive Task Assignment Scheme for Data Service in Heterogeneous Vehicular Networks.
Proceedings of the 2018 IEEE International Conference on Networking, 2018

2017
A Memetic Algorithm for Cache-Aided Data Broadcast with Network Coding in Vehicular Networks.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

2016
Quality-of-Experience-Oriented Autonomous Intersection Control in Vehicular Networks.
IEEE Trans. Intell. Transp. Syst., 2016

Write reconstruction for write throughput improvement on MLC PCM based main memory.
J. Syst. Archit., 2016

A Convex Optimization Based Autonomous Intersection Control Strategy in Vehicular Cyber-Physical Systems.
Proceedings of the 2016 Intl IEEE Conferences on Ubiquitous Intelligence & Computing, 2016

Towards Real-Time and Temporal Information Services in Vehicular Networks via Multi-Objective Optimization.
Proceedings of the 41st IEEE Conference on Local Computer Networks, 2016

Cooperative Information Services Based on Predictable Trajectories in Bus-VANETs.
Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016

2015
Vehicle Assisted Data Update for Temporal Information Service in Vehicular Networks.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Optimizing data placement for reducing shift operations on domain wall memories.
Proceedings of the 52nd Annual Design Automation Conference, 2015

2013
Effective file data-block placement for different types of page cache on hybrid main memory architectures.
Des. Autom. Embed. Syst., 2013


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