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Penglin Dai
southwest jiaotong university
26
H-index
110
Paper Count
2.5K
Citation Count
0
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Published Papers
39
Publication Date
Publication Date
Impact Factor
Citations
Defending Backdoor Attacks in Task-Oriented Multi-User Semantic Communication: A Contrastive Training Approach
IEEE Transactions on Network Science and Engineering
IF
7.9
2026-02-20
0
PRE
AI
Jincheng Peng; Huanlai Xing; Lexi Xu; Shouxi Luo; Penglin Dai; Li Feng; Laha Ale; Bowen Zhao; Zhiwen Xiao
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Multi-Agent Reinforcement Learning for Freshness-Aware Data Sensing Model in Vehicular Crowdsensing Systems
IEEE Transactions on Services Computing
IF
5.8
2025-07-01
0
PRE
AI
Penglin Dai; Xin Wang; Yue Xiang; Xiao Wu; Junhua Wang; Kai Liu
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Guest Editorial of the Special section on Edge Intelligence and Its Applications to Consumer Electronics
IEEE Transactions on Consumer Electronics
IF
10.9
2025-05-01
0
PRE
AI
Kai Liu; Song Guo; Penglin Dai; Rui Tan; Shan Du
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Joint Optimization of Device Placement and Model Partitioning for Cooperative DNN Inference in Heterogeneous Edge Computing
IEEE TRANSACTIONS ON MOBILE COMPUTING
IF
9.2
2025-01-01
0
PRE
AI
Dai, Penglin; Han, Biao; Li, Ke; Xu, Xincao; Xing, Huanlai; Liu, Kai
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Adversarial Reinforcement Learning Based Data Poisoning Attacks Defense for Task-Oriented Multi-User Semantic Communication
IEEE TRANSACTIONS ON MOBILE COMPUTING
IF
9.2
2024-12-01
0
PRE
AI
Peng, Jincheng; Xing, Huanlai; Xu, Lexi; Luo, Shouxi; Dai, Penglin; Feng, Li; Song, Jing; Zhao, Bowen; Xiao, Zhiwen
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Context-Aware Offloading for Edge-Assisted On-Device Video Analytics Through Online Learning Approach
IEEE TRANSACTIONS ON MOBILE COMPUTING
IF
9.2
2024-12-01
0
PRE
AI
Dai, Penglin; Chao, Yangyang; Wu, Xiao; Liu, Kai; Guo, Songtao
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Joint Optimization for Quality Selection and Resource Allocation of Live Video Streaming in Internet of Vehicles
IEEE TRANSACTIONS ON SERVICES COMPUTING
IF
5.8
2024-07-01
5
PRE
AI
Dai, Penglin; Wu, Meiting; Li, Ke; Wu, Xiao; Ding, Yan
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Lyapunov-Based Joint Flight Trajectory and Computation Offloading Optimization for UAV-Assisted Vehicular Networks
IEEE INTERNET OF THINGS JOURNAL
IF
8.9
2024-06-15
0
PRE
AI
Wang, Junhua; Wang, Ling; Zhu, Kun; Dai, Penglin
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Cooperative Sensing and Heterogeneous Information Fusion in VCPS: A Multi-Agent Deep Reinforcement Learning Approach
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF
8.4
2024-06-01
1
OA
AI
Xu, Xincao; Liu, Kai; Dai, Penglin; Xie, Ruitao; Cao, Jingjing; Luo, Jiangtao
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An Adaptive Q-Value Adjustment-Based Learning Model for Reliable Vehicle-to-UAV Computation Offloading
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF
8.4
2024-05-01
2
PRE
AI
Wang, Junhua; Zhu, Kun; Dai, Penglin; Han, Zhu
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Densely Knowledge-Aware Network for Multivariate Time Series Classification
ieee transactions on cybernetics
IF
8.7
2024-04-01
61
OA
AI
Xiao, Zhiwen; Xing, Huanlai; Qu, Rong; Feng, Li; Luo, Shouxi; Dai, Penglin; Zhao, Bowen; Dai, Yuanshun
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Meta Reinforcement Learning for Multi-Task Offloading in Vehicular Edge Computing
IEEE TRANSACTIONS ON MOBILE COMPUTING
IF
9.2
2024-03-01
12
PRE
AI
Dai, Penglin; Huang, Yaorong; Hu, Kaiwen; Wu, Xiao; Xing, Huanlai; Yu, Zhaofei
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Cooperative Sensing and Uploading for Quality-Cost Tradeoff of Digital Twins in VEC
IEEE TRANSACTIONS ON CONSUMER ELECTRONICS
IF
10.9
2024-02-01
5
OA
AI
Liu, Kai; Xu, Xincao; Dai, Penglin; Chen, Biwen
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Freshness and Security-Aware Cache Update in Blockchain-Based Vehicular Edge Networks
IEEE TRANSACTIONS ON CONSUMER ELECTRONICS
IF
10.9
2024-02-01
2
PRE
AI
Dai, Penglin; Huang, Yaorong; Wu, Xiao; Li, Ke; Xing, Huanlai; Liu, Kai
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Deep Contrastive Representation Learning With Self-Distillation
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE
IF
6.5
2024-02-01
86
OA
AI
Xiao, Zhiwen; Xing, Huanlai; Zhao, Bowen; Qu, Rong; Luo, Shouxi; Dai, Penglin; Li, Ke; Zhu, Zonghai
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On Jointly Optimizing Partial Offloading and SFC Mapping: A Cooperative Dual-Agent Deep Reinforcement Learning Approach
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF
6
2023-08-01
4
OA
AI
Wang, Xinhan; Xing, Huanlai; Song, Fuhong; Luo, Shouxi; Dai, Penglin; Zhao, Bowen
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Joint task offloading and resource optimization in NOMA-based vehicular edge computing: A game-theoretic DRL approach
JOURNAL OF SYSTEMS ARCHITECTURE
IF
4.1
2023-01-01
39
OA
AI
Xu, Xincao; Liu, Kai; Dai, Penglin; Jin, Feiyu; Ren, Hualing; Zhan, Choujun; Guo, Songtao
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Distributed Convex Relaxation for Heterogeneous Task Replication in Mobile Edge Computing
IEEE TRANSACTIONS ON MOBILE COMPUTING
IF
9.2
2023-01-01
7
PRE
AI
Dai, Penglin; Han, Biao; Wu, Xiao; Xing, Huanlai; Liu, Bingyi; Liu, Kai
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SelfMatch: Robust semisupervised time-series classification with self-distillation
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS
IF
3.7
2022-07-13
95
PRE
AI
Xing, Huanlai; Xiao, Zhiwen; Zhan, Dawei; Luo, Shouxi; Dai, Penglin; Li, Ke
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A Distributed Algorithm for Task Offloading in Vehicular Networks With Hybrid Fog/Cloud Computing
ieee transactions on cybernetics
IF
8.7
2022-07-01
42
PRE
AI
Liu, Zongkai; Dai, Penglin; Xing, Huanlai; Yu, Zhaofei; Zhang, Wei
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Research Directions
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Co-authors
Cooperation Journals
Z
Zhu Han
H-index: 135 · Papers: 3.7K
S
Song Guo
H-index: 87 · Papers: 1.1K
J
Jiannong Cao
H-index: 80 · Papers: 1.4K
R
Rong Qu
H-index: 60 · Papers: 313
P
Pan Zhou
H-index: 59 · Papers: 535
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