Penglin Dai

86 papers A* 7A 1B 6Journal 58Unranked 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
Cooperative Perception of Multi-Agents Under the Spatio-Temporal Drift Issue.
IEEE Trans. Intell. Transp. Syst.
Penglin Dai, Hao Zhou, Quanmin Wei, Xiao Wu, Zhanbo Sun, Zhaofei Yu
2026 J jnl
Defending Backdoor Attacks in Task-Oriented Multi-User Semantic Communication: A Contrastive Training Approach.
IEEE Trans. Netw. Sci. Eng.
Jincheng Peng, Huanlai Xing, Lexi Xu, Shouxi Luo, Penglin Dai, Li Feng, Laha Ale, Bowen Zhao, Zhiwen Xiao
2026 A* conf
InfoCom: Kilobyte-Scale Communication-Efficient Collaborative Perception with Information Bottleneck.
AAAI
Quanmin Wei, Penglin Dai, Wei Li, Bingyi Liu, Xiao Wu
2026 A* conf
Monocular Vehicle Pose and Shape Reconstruction via Dynamic Context Adaptation and Progressive Geometry Refinement.
AAAI
Wei Li, Long Ji, Ying Wang, Xiao Wu, Zhaoquan Yuan, Penglin Dai
2026 J jnl
Pre-Matching Enhanced Hierarchical Double Auction for Collaborative Task Offloading in Vehicle-Edge-Cloud Systems.
IEEE Trans. Netw. Sci. Eng.
Kangli Zhao, Xincao Xu, Penglin Dai, Huanlai Xing, Xiao Wu
2025 J jnl
A Cooperative Kernel-Based Method for Task Offloading in Vehicular Edge Computing.
IEEE Trans. Netw. Sci. Eng.
Kangli Zhao, Penglin Dai, Huanlai Xing, Xiao Wu
2025 A* conf
CoPEFT: Fast Adaptation Framework for Multi-Agent Collaborative Perception with Parameter-Efficient Fine-Tuning.
AAAI
Quanmin Wei, Penglin Dai, Wei Li, Bingyi Liu, Xiao Wu
2025 J jnl
CoPEFT: Fast Adaptation Framework for Multi-Agent Collaborative Perception with Parameter-Efficient Fine-Tuning.
CoRR
Quanmin Wei, Penglin Dai, Wei Li, Bingyi Liu, Xiao Wu
2025 A conf
DualCLIP: Bridging 3D Geometry and Multimodal Semantics for Robotic Perception.
IROS
Yinghao Liu, Penglin Dai, Yan Ding, Nieqing Cao
2025 B conf
Dynamic Online Resource Allocation for Synchronization, Retraining, and Inference in Digital Twin Network.
GLOBECOM
Ke Li, Weichen Tian, Jing Li, Penglin Dai, Shouxi Luo, Huanlai Xing
2025 J jnl
Guest Editorial of the Special section on Edge Intelligence and Its Applications to Consumer Electronics.
IEEE Trans. Consumer Electron.
Kai Liu, Song Guo, Penglin Dai, Rui Tan, Shan Du
2025 A* conf
HOPNet: Learning Hand-Object-Person Interaction Network for Hand Contact State Detection.
ACM Multimedia
Wei Li, Yizhao Wan, Xiao Wu, Jianshuai Wang, Penglin Dai, Zhaoquan Yuan
2025 J jnl
InfoCom: Kilobyte-Scale Communication-Efficient Collaborative Perception with Information Bottleneck.
CoRR
Quanmin Wei, Penglin Dai, Wei Li, Bingyi Liu, Xiao Wu
2025 J jnl
Joint Optimization of Device Placement and Model Partitioning for Cooperative DNN Inference in Heterogeneous Edge Computing.
IEEE Trans. Mob. Comput.
Penglin Dai, Biao Han, Ke Li, Xincao Xu, Huanlai Xing, Kai Liu
2025 J jnl
Meta-Transfer Learning-Based Cross-Domain Gesture Recognition Using WiFi Channel State Information.
IEEE Trans. Consumer Electron.
Penglin Dai, Junfei Zhou, Jialong Ma, Hao Zhang, Xiao Wu
2025 J jnl
Multi-Agent Reinforcement Learning for Freshness-Aware Data Sensing Model in Vehicular Crowdsensing Systems.
IEEE Trans. Serv. Comput.
Penglin Dai, Xin Wang, Yue Xiang, Xiao Wu, Junhua Wang, Kai Liu
2025 J jnl
Pragmatic Heterogeneous Collaborative Perception via Generative Communication Mechanism.
CoRR
Junfei Zhou, Penglin Dai, Quanmin Wei, Bingyi Liu, Xiao Wu, Jianping Wang
2024 J jnl
Adversarial Reinforcement Learning Based Data Poisoning Attacks Defense for Task-Oriented Multi-User Semantic Communication.
IEEE Trans. Mob. Comput.
Jincheng Peng, Huanlai Xing, Lexi Xu, Shouxi Luo, Penglin Dai, Li Feng, Jing Song, Bowen Zhao, Zhiwen Xiao
2024 J jnl
An Adaptive Q-Value Adjustment-Based Learning Model for Reliable Vehicle-to-UAV Computation Offloading.
IEEE Trans. Intell. Transp. Syst.
Junhua Wang, Kun Zhu, Penglin Dai, Zhu Han
2024 J jnl
Context-Aware Offloading for Edge-Assisted On-Device Video Analytics Through Online Learning Approach.
IEEE Trans. Mob. Comput.
Penglin Dai, Yangyang Chao, Xiao Wu, Kai Liu, Songtao Guo
2024 J jnl
Cooperative Sensing and Heterogeneous Information Fusion in VCPS: A Multi-Agent Deep Reinforcement Learning Approach.
IEEE Trans. Intell. Transp. Syst.
Xincao Xu, Kai Liu, Penglin Dai, Ruitao Xie, Jingjing Cao, Jiangtao Luo
2024 J jnl
Cooperative Sensing and Uploading for Quality-Cost Tradeoff of Digital Twins in VEC.
IEEE Trans. Consumer Electron.
Kai Liu, Xincao Xu, Penglin Dai, Biwen Chen
2024 J jnl
Deep Contrastive Representation Learning With Self-Distillation.
IEEE Trans. Emerg. Top. Comput. Intell.
Zhiwen Xiao, Huanlai Xing, Bowen Zhao, Rong Qu, Shouxi Luo, Penglin Dai, Ke Li, Zonghai Zhu
2024 J jnl
Densely Knowledge-Aware Network for Multivariate Time Series Classification.
IEEE Trans. Syst. Man Cybern. Syst.
Zhiwen Xiao, Huanlai Xing, Rong Qu, Li Feng, Shouxi Luo, Penglin Dai, Bowen Zhao, Yuanshun Dai
2024 J jnl
Distributed Convex Relaxation for Heterogeneous Task Replication in Mobile Edge Computing.
IEEE Trans. Mob. Comput.
Penglin Dai, Biao Han, Xiao Wu, Huanlai Xing, Bingyi Liu, Kai Liu
2024 J jnl
Freshness and Security-Aware Cache Update in Blockchain-Based Vehicular Edge Networks.
IEEE Trans. Consumer Electron.
Penglin Dai, Yaorong Huang, Xiao Wu, Ke Li, Huanlai Xing, Kai Liu
2024 J jnl
Joint Optimization for Quality Selection and Resource Allocation of Live Video Streaming in Internet of Vehicles.
IEEE Trans. Serv. Comput.
Penglin Dai, Meiting Wu, Ke Li, Xiao Wu, Yan Ding
2024 J jnl
Lyapunov-Based Joint Flight Trajectory and Computation Offloading Optimization for UAV-Assisted Vehicular Networks.
IEEE Internet Things J.
Junhua Wang, Ling Wang, Kun Zhu, Penglin Dai
2024 J jnl
Meta Reinforcement Learning for Multi-Task Offloading in Vehicular Edge Computing.
IEEE Trans. Mob. Comput.
Penglin Dai, Yaorong Huang, Kaiwen Hu, Xiao Wu, Huanlai Xing, Zhaofei Yu
2024 — book
Toward Connected, Cooperative and Intelligent IoV - Frontier Technologies and Applications
Kai Liu, Penglin Dai, Victor C. S. Lee, Joseph Kee-Yin Ng, Sang Hyuk Son
2024 — conf
Towards Communication-Efficient Collaborative Perception: Harnessing Channel-Spatial Attention and Knowledge Distillation.
WASA (3)
Fei Wang, Penglin Dai, Chuzhao Li, Zhangjie Meng, Kai Liu
2023 — conf
Cooperative Data Uploading and Task Offloading via Markov-Approximation in Heterogeneous Vehicular Networks.
ITSC
Hualing Ren, Kai Liu, Yantao Li, Penglin Dai, Ke Xiao
2023 J jnl
Edge Intelligence for Adaptive Multimedia Streaming in Heterogeneous Internet of Vehicles.
IEEE Trans. Mob. Comput.
Penglin Dai, Feng Song, Kai Liu, Yueyue Dai, Pan Zhou, Songtao Guo
2023 J jnl
Evolutionary Multi-Objective Reinforcement Learning Based Trajectory Control and Task Offloading in UAV-Assisted Mobile Edge Computing.
IEEE Trans. Mob. Comput.
Fuhong Song, Huanlai Xing, Xinhan Wang, Shouxi Luo, Penglin Dai, Zhiwen Xiao, Bowen Zhao
2023 J jnl
Joint task offloading and resource optimization in NOMA-based vehicular edge computing: A game-theoretic DRL approach.
J. Syst. Archit.
Xincao Xu, Kai Liu, Penglin Dai, Feiyu Jin, Hualing Ren, Choujun Zhan, Songtao Guo
2023 J jnl
On Jointly Optimizing Partial Offloading and SFC Mapping: A Cooperative Dual-Agent Deep Reinforcement Learning Approach.
IEEE Trans. Parallel Distributed Syst.
Xinhan Wang, Huanlai Xing, Fuhong Song, Shouxi Luo, Penglin Dai, Bowen Zhao
2023 J jnl
Optimal ANN-SNN Conversion for High-accuracy and Ultra-low-latency Spiking Neural Networks.
CoRR
Tong Bu, Wei Fang, Jianhao Ding, Penglin Dai, Zhaofei Yu, Tiejun Huang
2023 J jnl
Stacked denoising autoencoder for missing traffic data reconstruction via mobile edge computing.
Neural Comput. Appl.
Penglin Dai, Jingtao Luo, Kangli Zhao, Huanlai Xing, Xiao Wu
2022 J jnl
A Distributed Algorithm for Task Offloading in Vehicular Networks With Hybrid Fog/Cloud Computing.
IEEE Trans. Syst. Man Cybern. Syst.
Zongkai Liu, Penglin Dai, Huanlai Xing, Zhaofei Yu, Wei Zhang
2022 J jnl
A Probabilistic Approach for Cooperative Computation Offloading in MEC-Assisted Vehicular Networks.
IEEE Trans. Intell. Transp. Syst.
Penglin Dai, Kaiwen Hu, Xiao Wu, Huanlai Xing, Fei Teng, Zhaofei Yu
2022 J jnl
An ACO for energy-efficient and traffic-aware virtual machine placement in cloud computing.
Swarm Evol. Comput.
Huanlai Xing, Jing Zhu, Rong Qu, Penglin Dai, Shouxi Luo, Muhammad Azhar Iqbal
2022 J jnl
Cooperative Sensing and Heterogeneous Information Fusion in VCPS: A Multi-agent Deep Reinforcement Learning Approach.
CoRR
Xincao Xu, Kai Liu, Penglin Dai, Ruitao Xie, Jiangtao Luo
2022 — conf
Dependency-aware Task Offloading via End-Edge-Cloud Cooperation in Heterogeneous Vehicular Networks.
ITSC
Hualing Ren, Kai Liu, Feiyu Jin, Chunhui Liu, Yantao Li, Penglin Dai
2022 J jnl
Enabling Digital Twin in Vehicular Edge Computing: A Multi-Agent Multi-Objective Deep Reinforcement Learning Solution.
CoRR
Xincao Xu, Kai Liu, Penglin Dai, Biwen Chen
2022 J jnl
Evolutionary Multi-Objective Reinforcement Learning Based Trajectory Control and Task Offloading in UAV-Assisted Mobile Edge Computing.
CoRR
Fuhong Song, Huanlai Xing, Xinhan Wang, Shouxi Luo, Penglin Dai, Zhiwen Xiao, Bowen Zhao
2022 J jnl
Joint Task Offloading and Resource Optimization in NOMA-based Vehicular Edge Computing: A Game-Theoretic DRL Approach.
CoRR
Xincao Xu, Kai Liu, Penglin Dai, Feiyu Jin, Hualing Ren, Choujun Zhan, Songtao Guo
2022 — conf
LCSW: A Novel Indoor Localization System Based on CNN-SVM Model with WKNN in Wi-Fi Environments.
NCAA (2)
Xuhui Wang, Xin Deng, Hao Zhang, Kai Liu, Penglin Dai
2022 J jnl
Maximizing Quality and Minimizing Cost for VCPS in ISAC-Based Vehicular Networks: A Deep Reinforcement Learning Approach.
CoRR
Xincao Xu, Kai Liu, Penglin Dai, Hao Zhang, Ke Xiao
2022 J jnl
Offloading dependent tasks in multi-access edge computing: A multi-objective reinforcement learning approach.
Future Gener. Comput. Syst.
Fuhong Song, Huanlai Xing, Xinhan Wang, Shouxi Luo, Penglin Dai, Ke Li
2022 J jnl
On Jointly Optimizing Partial Offloading and SFC Mapping: A Cooperative Dual-agent Deep Reinforcement Learning Approach.
CoRR
Xinhan Wang, Huanlai Xing, Fuhong Song, Shouxi Luo, Penglin Dai, Bowen Zhao
2022 A* conf
Optimal ANN-SNN Conversion for High-accuracy and Ultra-low-latency Spiking Neural Networks.
ICLR
Tong Bu, Wei Fang, Jianhao Ding, Penglin Dai, Zhaofei Yu, Tiejun Huang
2022 J jnl
SelfMatch: Robust semisupervised time-series classification with self-distillation.
Int. J. Intell. Syst.
Huanlai Xing, Zhiwen Xiao, Dawei Zhan, Shouxi Luo, Penglin Dai, Ke Li
2022 J jnl
Spectrum sensing in cognitive radio: A deep learning based model.
Trans. Emerg. Telecommun. Technol.
Huanlai Xing, Haoxiang Qin, Shouxi Luo, Penglin Dai, Lexi Xu, Xinzhou Cheng
2022 — conf
Traffic Event Augmentation via Vehicular Edge Computing: A Vehicle ReID based Solution.
MSN
Hao Jiang, Penglin Dai, Kai Liu, Feiyu Jin, Hualing Ren, Songtao Guo
2021 J jnl
A two-stage approach for multicast-oriented virtual network function placement.
Appl. Soft Comput.
Xinhan Wang, Huanlai Xing, Dawei Zhan, Shouxi Luo, Penglin Dai, Muhammad Azhar Iqbal
2021 A* conf
Asynchronous Deep Reinforcement Learning for Data-Driven Task Offloading in MEC-Empowered Vehicular Networks.
INFOCOM
Penglin Dai, Kaiwen Hu, Xiao Wu, Huanlai Xing, Zhaofei Yu
2021 B conf
Evolutionary Multitasking for Cross-domain Task Optimization via Vehicular Edge Computing.
GLOBECOM
Dong Wang, Kai Liu, Liang Feng, Penglin Dai, Weiwei Wu, Songtao Guo
2021 J jnl
Fog Computing Empowered Data Dissemination in Software Defined Heterogeneous VANETs.
IEEE Trans. Mob. Comput.
Kai Liu, Ke Xiao, Penglin Dai, Victor C. S. Lee, Songtao Guo, Jiannong Cao
2021 J jnl
RTFN: A robust temporal feature network for time series classification.
Inf. Sci.
Zhiwen Xiao, Xin Xu, Huanlai Xing, Shouxi Luo, Penglin Dai, Dawei Zhan
2020 J jnl
A Multiobjective Computation Offloading Algorithm for Mobile-Edge Computing.
IEEE Internet Things J.
Fuhong Song, Huanlai Xing, Shouxi Luo, Dawei Zhan, Penglin Dai, Rong Qu
2020 — conf
Adaptive Task Scheduling via End-Edge-Cloud Cooperation in Vehicular Networks.
WASA (1)
Hualing Ren, Kai Liu, Penglin Dai, Yantao Li, Ruitao Xie, Songtao Guo
2020 J jnl
Multi-Armed Bandit Learning for Computation-Intensive Services in MEC-Empowered Vehicular Networks.
IEEE Trans. Veh. Technol.
Penglin Dai, Zihua Hang, Kai Liu, Xiao Wu, Huanlai Xing, Zhaofei Yu, Victor Chung Sing Lee
2020 J jnl
RTFN: A Robust Temporal Feature Network for Time Series Classification.
CoRR
Zhiwen Xiao, Xin Xu, Huanlai Xing, Shouxi Luo, Penglin Dai, Dawei Zhan
2020 J jnl
SDARE: A stacked denoising autoencoder method for game dynamics network structure reconstruction.
Neural Networks
Keke Huang, Shuo Li, Penglin Dai, Zhen Wang, Zhaofei Yu
2020 — conf
STDPG: A Spatio-Temporal Deterministic Policy Gradient Agent for Dynamic Routing in SDN.
ICC
Juan Chen, Zhiwen Xiao, Huanlai Xing, Penglin Dai, Shouxi Luo, Muhammad Azhar Iqbal
2020 J jnl
STDPG: A Spatio-Temporal Deterministic Policy Gradient Agent for Dynamic Routing in SDN.
CoRR
Juan Chen, Zhiwen Xiao, Huanlai Xing, Penglin Dai, Shouxi Luo, Muhammad Azhar Iqbal
2019 — conf
A Learning Algorithm for Real-Time Service in Vehicular Networks with Mobile-Edge Computing.
ICC
Penglin Dai, Kai Liu, Xiao Wu, Huanlai Xing, Zhaofei Yu, Victor C. S. Lee
2019 — conf
A PBIL for delay constrained virtual network function placement with load balancing.
ACM TUR-C
Huanlai Xing, Song Li, Penglin Dai, Shouxi Luo, Ke Li, Hui Yang
2019 J jnl
An integer encoding grey wolf optimizer for virtual network function placement.
Appl. Soft Comput.
Huanlai Xing, Xinyu Zhou, Xinhan Wang, Shouxi Luo, Penglin Dai, Ke Li, Hui Yang
2019 J jnl
Bandwidth-Aware Traffic Sensing in Vehicular Networks with Mobile Edge Computing.
Sensors
Kong Ye, Penglin Dai, Xiao Wu, Yan Ding, Huanlai Xing, Zhaofei Yu
2019 J jnl
Cooperative Temporal Data Dissemination in SDN-Based Heterogeneous Vehicular Networks.
IEEE Internet Things J.
Penglin Dai, Kai Liu, Xiao Wu, Zhaofei Yu, Huanlai Xing, Victor Chung Sing Lee
2019 B conf
Joint Resource Optimization for Adaptive Multimedia Services in MEC-Based Vehicular Networks.
GLOBECOM
Penglin Dai, Kai Liu, Xiao Wu, Huanlai Xing, Jing Xu, Victor C. S. Lee
2019 B conf
Multi-objective Optimization for Network Resource Management in Heterogeneous Vehicular Networks.
WCNC
Penglin Dai, Kai Liu, Xiao Wu, Huanlai Xing, Victor C. S. Lee
2019 J jnl
Temporal Information Services in Large-Scale Vehicular Networks Through Evolutionary Multi-Objective Optimization.
IEEE Trans. Intell. Transp. Syst.
Penglin Dai, Kai Liu, Liang Feng, Haijun Zhang, Victor Chung Sing Lee, Sang Hyuk Son, Xiao Wu
2018 — conf
An Adaptive Task Assignment Scheme for Data Service in Heterogeneous Vehicular Networks.
NAS
Penglin Dai, Kai Liu, Ke Xiao, Junhua Wang, Zhaofei Yu, Huanlai Xing
2018 J jnl
Bandwidth Efficiency and Service Adaptiveness Oriented Data Dissemination in Heterogeneous Vehicular Networks.
IEEE Trans. Veh. Technol.
Penglin Dai, Kai Liu, Xiao Wu, Yong Liao, Victor Chung Sing Lee, Sang Hyuk Son
2018 J jnl
Coding-Assisted Broadcast Scheduling via Memetic Computing in SDN-Based Vehicular Networks.
IEEE Trans. Intell. Transp. Syst.
Kai Liu, Liang Feng, Penglin Dai, Victor C. S. Lee, Sang Hyuk Son, Jiannong Cao
2017 B conf
A Memetic Algorithm for Cache-Aided Data Broadcast with Network Coding in Vehicular Networks.
GLOBECOM
Kai Liu, Liang Feng, Penglin Dai, Weiwei Wu, Victor C. S. Lee, Sang Hyuk Son
2016 — conf
A Convex Optimization Based Autonomous Intersection Control Strategy in Vehicular Cyber-Physical Systems.
UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld
Penglin Dai, Kai Liu, Qingfeng Zhuge, Edwin Hsing-Mean Sha, Victor Chung Sing Lee, Sang Hyuk Son
2016 — conf
Cooperative Information Services Based on Predictable Trajectories in Bus-VANETs.
HPCC/SmartCity/DSS
Junhua Wang, Kai Liu, Penglin Dai, Edwin Hsing-Mean Sha, Liang Feng, Chao Chen, Chunhua Xiao
2016 J jnl
Quality-of-Experience-Oriented Autonomous Intersection Control in Vehicular Networks.
IEEE Trans. Intell. Transp. Syst.
Penglin Dai, Kai Liu, Qingfeng Zhuge, Edwin Hsing-Mean Sha, Victor Chung Sing Lee, Sang Hyuk Son
2016 B conf
Towards Real-Time and Temporal Information Services in Vehicular Networks via Multi-Objective Optimization.
LCN
Penglin Dai, Kai Liu, Liang Feng, Qingfeng Zhuge, Victor Chung Sing Lee, Sang Hyuk Son
2016 J jnl
Write reconstruction for write throughput improvement on MLC PCM based main memory.
J. Syst. Archit.
Huizhang Luo, Penglin Dai, Liang Shi, Chun Jason Xue, Qingfeng Zhuge, Edwin Hsing-Mean Sha
2015 A* conf
Optimizing data placement for reducing shift operations on domain wall memories.
DAC
Xianzhang Chen, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Penglin Dai, Weiwen Jiang
2015 — conf
Vehicle Assisted Data Update for Temporal Information Service in Vehicular Networks.
ITSC
Penglin Dai, Kai Liu, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Victor C. S. Lee, Sang Hyuk Son
2013 J jnl
Effective file data-block placement for different types of page cache on hybrid main memory architectures.
Des. Autom. Embed. Syst.
Penglin Dai, Qingfeng Zhuge, Xianzhang Chen, Weiwen Jiang, Edwin Hsing-Mean Sha