Penglin Dai

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 63

Top Topics

Vehicular Networks

Top Venues

IEEE Trans. Intell. Transp. Syst.

IEEE Trans. Mob. Comput.

IEEE Internet Things J.

Publications

Kai Liu, Xincao Xu, Penglin Dai, Biwen Chen
Cooperative Sensing and Uploading for Quality-Cost Tradeoff of Digital Twins in VEC. IEEE Trans. Consumer Electron. 70 (1) (2024)
Penglin Dai, Yaorong Huang, Kaiwen Hu, Xiao Wu, Huanlai Xing, Zhaofei Yu
Meta Reinforcement Learning for Multi-Task Offloading in Vehicular Edge Computing. IEEE Trans. Mob. Comput. 23 (3) (2024)
Junhua Wang, Ling Wang, Kun Zhu, Penglin Dai
Lyapunov-Based Joint Flight Trajectory and Computation Offloading Optimization for UAV-Assisted Vehicular Networks. IEEE Internet Things J. 11 (12) (2024)
Zhiwen Xiao, Huanlai Xing, Rong Qu, Li Feng, Shouxi Luo, Penglin Dai, Bowen Zhao, Yuanshun Dai
Densely Knowledge-Aware Network for Multivariate Time Series Classification. IEEE Trans. Syst. Man Cybern. Syst. 54 (4) (2024)
Penglin Dai, Yaorong Huang, Xiao Wu, Ke Li, Huanlai Xing, Kai Liu
Freshness and Security-Aware Cache Update in Blockchain-Based Vehicular Edge Networks. IEEE Trans. Consumer Electron. 70 (1) (2024)
Penglin Dai, Biao Han, Xiao Wu, Huanlai Xing, Bingyi Liu, Kai Liu
Distributed Convex Relaxation for Heterogeneous Task Replication in Mobile Edge Computing. IEEE Trans. Mob. Comput. 23 (2) (2024)
Xincao Xu, Kai Liu, Penglin Dai, Ruitao Xie, Jingjing Cao, Jiangtao Luo
Cooperative Sensing and Heterogeneous Information Fusion in VCPS: A Multi-Agent Deep Reinforcement Learning Approach. IEEE Trans. Intell. Transp. Syst. 25 (6) (2024)
Junhua Wang, Kun Zhu, Penglin Dai, Zhu Han
An Adaptive Q-Value Adjustment-Based Learning Model for Reliable Vehicle-to-UAV Computation Offloading. IEEE Trans. Intell. Transp. Syst. 25 (5) (2024)
Zhiwen Xiao, Huanlai Xing, Bowen Zhao, Rong Qu, Shouxi Luo, Penglin Dai, Ke Li, Zonghai Zhu
Deep Contrastive Representation Learning With Self-Distillation. IEEE Trans. Emerg. Top. Comput. Intell. 8 (1) (2024)
Xincao Xu, Kai Liu, Penglin Dai, Feiyu Jin, Hualing Ren, Choujun Zhan, Songtao Guo
Joint task offloading and resource optimization in NOMA-based vehicular edge computing: A game-theoretic DRL approach. J. Syst. Archit. 134 (2023)
Penglin Dai, Jingtao Luo, Kangli Zhao, Huanlai Xing, Xiao Wu
Stacked denoising autoencoder for missing traffic data reconstruction via mobile edge computing. Neural Comput. Appl. 35 (19) (2023)
Fuhong Song, Huanlai Xing, Xinhan Wang, Shouxi Luo, Penglin Dai, Zhiwen Xiao, Bowen Zhao
Evolutionary Multi-Objective Reinforcement Learning Based Trajectory Control and Task Offloading in UAV-Assisted Mobile Edge Computing. IEEE Trans. Mob. Comput. 22 (12) (2023)
Xinhan Wang, Huanlai Xing, Fuhong Song, Shouxi Luo, Penglin Dai, Bowen Zhao
On Jointly Optimizing Partial Offloading and SFC Mapping: A Cooperative Dual-Agent Deep Reinforcement Learning Approach. IEEE Trans. Parallel Distributed Syst. 34 (8) (2023)
Penglin Dai, Feng Song, Kai Liu, Yueyue Dai, Pan Zhou, Songtao Guo
Edge Intelligence for Adaptive Multimedia Streaming in Heterogeneous Internet of Vehicles. IEEE Trans. Mob. Comput. 22 (3) (2023)
Hualing Ren, Kai Liu, Yantao Li, Penglin Dai, Ke Xiao
Cooperative Data Uploading and Task Offloading via Markov-Approximation in Heterogeneous Vehicular Networks. ITSC (2023)
Tong Bu, Wei Fang, Jianhao Ding, Penglin Dai, Zhaofei Yu, Tiejun Huang
Optimal ANN-SNN Conversion for High-accuracy and Ultra-low-latency Spiking Neural Networks. CoRR (2023)
Hualing Ren, Kai Liu, Feiyu Jin, Chunhui Liu, Yantao Li, Penglin Dai
Dependency-aware Task Offloading via End-Edge-Cloud Cooperation in Heterogeneous Vehicular Networks. ITSC (2022)
Zongkai Liu, Penglin Dai, Huanlai Xing, Zhaofei Yu, Wei Zhang
A Distributed Algorithm for Task Offloading in Vehicular Networks With Hybrid Fog/Cloud Computing. IEEE Trans. Syst. Man Cybern. Syst. 52 (7) (2022)
Hao Jiang, Penglin Dai, Kai Liu, Feiyu Jin, Hualing Ren, Songtao Guo
Traffic Event Augmentation via Vehicular Edge Computing: A Vehicle ReID based Solution. MSN (2022)
Xincao Xu, Kai Liu, Penglin Dai, Hao Zhang, Ke Xiao
Maximizing Quality and Minimizing Cost for VCPS in ISAC-Based Vehicular Networks: A Deep Reinforcement Learning Approach. CoRR (2022)
Tong Bu, Wei Fang, Jianhao Ding, Penglin Dai, Zhaofei Yu, Tiejun Huang
Optimal ANN-SNN Conversion for High-accuracy and Ultra-low-latency Spiking Neural Networks. ICLR (2022)
Huanlai Xing, Zhiwen Xiao, Dawei Zhan, Shouxi Luo, Penglin Dai, Ke Li
SelfMatch: Robust semisupervised time-series classification with self-distillation. Int. J. Intell. Syst. 37 (11) (2022)
Fuhong Song, Huanlai Xing, Xinhan Wang, Shouxi Luo, Penglin Dai, Ke Li
Offloading dependent tasks in multi-access edge computing: A multi-objective reinforcement learning approach. Future Gener. Comput. Syst. 128 (2022)
Fuhong Song, Huanlai Xing, Xinhan Wang, Shouxi Luo, Penglin Dai, Zhiwen Xiao, Bowen Zhao
Evolutionary Multi-Objective Reinforcement Learning Based Trajectory Control and Task Offloading in UAV-Assisted Mobile Edge Computing. CoRR (2022)
Huanlai Xing, Haoxiang Qin, Shouxi Luo, Penglin Dai, Lexi Xu, Xinzhou Cheng
Spectrum sensing in cognitive radio: A deep learning based model. Trans. Emerg. Telecommun. Technol. 33 (1) (2022)
Xinhan Wang, Huanlai Xing, Fuhong Song, Shouxi Luo, Penglin Dai, Bowen Zhao
On Jointly Optimizing Partial Offloading and SFC Mapping: A Cooperative Dual-agent Deep Reinforcement Learning Approach. CoRR (2022)
Xincao Xu, Kai Liu, Penglin Dai, Biwen Chen
Enabling Digital Twin in Vehicular Edge Computing: A Multi-Agent Multi-Objective Deep Reinforcement Learning Solution. CoRR (2022)
Xincao Xu, Kai Liu, Penglin Dai, Ruitao Xie, Jiangtao Luo
Cooperative Sensing and Heterogeneous Information Fusion in VCPS: A Multi-agent Deep Reinforcement Learning Approach. CoRR (2022)
Penglin Dai, Kaiwen Hu, Xiao Wu, Huanlai Xing, Fei Teng, Zhaofei Yu
A Probabilistic Approach for Cooperative Computation Offloading in MEC-Assisted Vehicular Networks. IEEE Trans. Intell. Transp. Syst. 23 (2) (2022)
Xincao Xu, Kai Liu, Penglin Dai, Feiyu Jin, Hualing Ren, Choujun Zhan, Songtao Guo
Joint Task Offloading and Resource Optimization in NOMA-based Vehicular Edge Computing: A Game-Theoretic DRL Approach. CoRR (2022)
Xuhui Wang, Xin Deng, Hao Zhang, Kai Liu, Penglin Dai
LCSW: A Novel Indoor Localization System Based on CNN-SVM Model with WKNN in Wi-Fi Environments. NCAA (2) (2022)
Huanlai Xing, Jing Zhu, Rong Qu, Penglin Dai, Shouxi Luo, Muhammad Azhar Iqbal
An ACO for energy-efficient and traffic-aware virtual machine placement in cloud computing. Swarm Evol. Comput. 68 (2022)
Kai Liu, Ke Xiao, Penglin Dai, Victor C. S. Lee, Songtao Guo, Jiannong Cao
Fog Computing Empowered Data Dissemination in Software Defined Heterogeneous VANETs. IEEE Trans. Mob. Comput. 20 (11) (2021)
Dong Wang, Kai Liu, Liang Feng, Penglin Dai, Weiwei Wu, Songtao Guo
Evolutionary Multitasking for Cross-domain Task Optimization via Vehicular Edge Computing. GLOBECOM (2021)
Zhiwen Xiao, Xin Xu, Huanlai Xing, Shouxi Luo, Penglin Dai, Dawei Zhan
RTFN: A robust temporal feature network for time series classification. Inf. Sci. 571 (2021)
Penglin Dai, Kaiwen Hu, Xiao Wu, Huanlai Xing, Zhaofei Yu
Asynchronous Deep Reinforcement Learning for Data-Driven Task Offloading in MEC-Empowered Vehicular Networks. INFOCOM (2021)
Xinhan Wang, Huanlai Xing, Dawei Zhan, Shouxi Luo, Penglin Dai, Muhammad Azhar Iqbal
A two-stage approach for multicast-oriented virtual network function placement. Appl. Soft Comput. 112 (2021)
Zhiwen Xiao, Xin Xu, Huanlai Xing, Shouxi Luo, Penglin Dai, Dawei Zhan
RTFN: A Robust Temporal Feature Network for Time Series Classification. CoRR (2020)
Juan Chen, Zhiwen Xiao, Huanlai Xing, Penglin Dai, Shouxi Luo, Muhammad Azhar Iqbal
STDPG: A Spatio-Temporal Deterministic Policy Gradient Agent for Dynamic Routing in SDN. CoRR (2020)
Fuhong Song, Huanlai Xing, Shouxi Luo, Dawei Zhan, Penglin Dai, Rong Qu
A Multiobjective Computation Offloading Algorithm for Mobile-Edge Computing. IEEE Internet Things J. 7 (9) (2020)
Hualing Ren, Kai Liu, Penglin Dai, Yantao Li, Ruitao Xie, Songtao Guo
Adaptive Task Scheduling via End-Edge-Cloud Cooperation in Vehicular Networks. WASA (1) (2020)
Keke Huang, Shuo Li, Penglin Dai, Zhen Wang, Zhaofei Yu
SDARE: A stacked denoising autoencoder method for game dynamics network structure reconstruction. Neural Networks 126 (2020)
Penglin Dai, Zihua Hang, Kai Liu, Xiao Wu, Huanlai Xing, Zhaofei Yu, Victor Chung Sing Lee
Multi-Armed Bandit Learning for Computation-Intensive Services in MEC-Empowered Vehicular Networks. IEEE Trans. Veh. Technol. 69 (7) (2020)
Juan Chen, Zhiwen Xiao, Huanlai Xing, Penglin Dai, Shouxi Luo, Muhammad Azhar Iqbal
STDPG: A Spatio-Temporal Deterministic Policy Gradient Agent for Dynamic Routing in SDN. ICC (2020)
Penglin Dai, Kai Liu, Xiao Wu, Huanlai Xing, Jing Xu, Victor C. S. Lee
Joint Resource Optimization for Adaptive Multimedia Services in MEC-Based Vehicular Networks. GLOBECOM (2019)
Huanlai Xing, Xinyu Zhou, Xinhan Wang, Shouxi Luo, Penglin Dai, Ke Li, Hui Yang
An integer encoding grey wolf optimizer for virtual network function placement. Appl. Soft Comput. 76 (2019)
Penglin Dai, Kai Liu, Xiao Wu, Huanlai Xing, Zhaofei Yu, Victor C. S. Lee
A Learning Algorithm for Real-Time Service in Vehicular Networks with Mobile-Edge Computing. ICC (2019)
Kong Ye, Penglin Dai, Xiao Wu, Yan Ding, Huanlai Xing, Zhaofei Yu
Bandwidth-Aware Traffic Sensing in Vehicular Networks with Mobile Edge Computing. Sensors 19 (16) (2019)
Penglin Dai, Kai Liu, Xiao Wu, Zhaofei Yu, Huanlai Xing, Victor Chung Sing Lee
Cooperative Temporal Data Dissemination in SDN-Based Heterogeneous Vehicular Networks. IEEE Internet Things J. 6 (1) (2019)
Huanlai Xing, Song Li, Penglin Dai, Shouxi Luo, Ke Li, Hui Yang
A PBIL for delay constrained virtual network function placement with load balancing. ACM TUR-C (2019)
Penglin Dai, Kai Liu, Liang Feng, Haijun Zhang, Victor Chung Sing Lee, Sang Hyuk Son, Xiao Wu
Temporal Information Services in Large-Scale Vehicular Networks Through Evolutionary Multi-Objective Optimization. IEEE Trans. Intell. Transp. Syst. 20 (1) (2019)
Penglin Dai, Kai Liu, Xiao Wu, Huanlai Xing, Victor C. S. Lee
Multi-objective Optimization for Network Resource Management in Heterogeneous Vehicular Networks. WCNC (2019)
Kai Liu, Liang Feng, Penglin Dai, Victor C. S. Lee, Sang Hyuk Son, Jiannong Cao
Coding-Assisted Broadcast Scheduling via Memetic Computing in SDN-Based Vehicular Networks. IEEE Trans. Intell. Transp. Syst. 19 (8) (2018)
Penglin Dai, Kai Liu, Xiao Wu, Yong Liao, Victor Chung Sing Lee, Sang Hyuk Son
Bandwidth Efficiency and Service Adaptiveness Oriented Data Dissemination in Heterogeneous Vehicular Networks. IEEE Trans. Veh. Technol. 67 (7) (2018)
Penglin Dai, Kai Liu, Ke Xiao, Junhua Wang, Zhaofei Yu, Huanlai Xing
An Adaptive Task Assignment Scheme for Data Service in Heterogeneous Vehicular Networks. NAS (2018)
Kai Liu, Liang Feng, Penglin Dai, Weiwei Wu, Victor C. S. Lee, Sang Hyuk Son
A Memetic Algorithm for Cache-Aided Data Broadcast with Network Coding in Vehicular Networks. GLOBECOM (2017)
Penglin Dai, Kai Liu, Liang Feng, Qingfeng Zhuge, Victor Chung Sing Lee, Sang Hyuk Son
Towards Real-Time and Temporal Information Services in Vehicular Networks via Multi-Objective Optimization. LCN (2016)
Junhua Wang, Kai Liu, Penglin Dai, Edwin Hsing-Mean Sha, Liang Feng, Chao Chen, Chunhua Xiao
Cooperative Information Services Based on Predictable Trajectories in Bus-VANETs. HPCC/SmartCity/DSS (2016)
Penglin Dai, Kai Liu, Qingfeng Zhuge, Edwin Hsing-Mean Sha, Victor Chung Sing Lee, Sang Hyuk Son
A Convex Optimization Based Autonomous Intersection Control Strategy in Vehicular Cyber-Physical Systems. UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld (2016)
Penglin Dai, Kai Liu, Qingfeng Zhuge, Edwin Hsing-Mean Sha, Victor Chung Sing Lee, Sang Hyuk Son
Quality-of-Experience-Oriented Autonomous Intersection Control in Vehicular Networks. IEEE Trans. Intell. Transp. Syst. 17 (7) (2016)
Huizhang Luo, Penglin Dai, Liang Shi, Chun Jason Xue, Qingfeng Zhuge, Edwin Hsing-Mean Sha
Write reconstruction for write throughput improvement on MLC PCM based main memory. J. Syst. Archit. 71 (2016)
Xianzhang Chen, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Penglin Dai, Weiwen Jiang
Optimizing data placement for reducing shift operations on domain wall memories. DAC (2015)
Penglin Dai, Kai Liu, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Victor C. S. Lee, Sang Hyuk Son
Vehicle Assisted Data Update for Temporal Information Service in Vehicular Networks. ITSC (2015)
Penglin Dai, Qingfeng Zhuge, Xianzhang Chen, Weiwen Jiang, Edwin Hsing-Mean Sha
Effective file data-block placement for different types of page cache on hybrid main memory architectures. Des. Autom. Embed. Syst. 17 (3-4) (2013)