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Ke Lin 0001

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affiliation: Harbin Institute of Technology Shenzhen (HITSZ), Shenzhen, China
affiliation: Shanghai Jiao Tong University, School of Mechanical Engineering, Shanghai, China

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2020 – today

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2024
[j19]
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Ke Lin, Yanjie Li, Qi Liu, Duantengchuan Li, Xiongtao Shi, Shiyu Chen:
Almost surely safe exploration and exploitation for deep reinforcement learning with state safety estimation. Inf. Sci. 662: 120261 (2024)
[j18]
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Jianqi Gao, Yanjie Li, Xinyi Li, Kejian Yan, Ke Lin, Xinyu Wu:
A review of graph-based multi-agent pathfinding solvers: From classical to beyond classical. Knowl. Based Syst. 283: 111121 (2024)
[j17]
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Qi Liu, Yanjie Li, Yuecheng Liu, Ke Lin, Jianqi Gao, Yunjiang Lou:
Data Efficient Deep Reinforcement Learning With Action-Ranked Temporal Difference Learning. IEEE Trans. Emerg. Top. Comput. Intell. 8(4): 2949-2961 (2024)
[j16]
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Ke Lin, Duantengchuan Li, Yanjie Li, Shiyu Chen, Xindong Wu:
FHCPL: An Intelligent Fixed-Horizon Constrained Policy Learning System for Risk-Sensitive Industrial Scenario. IEEE Trans. Ind. Informatics 20(4): 5794-5804 (2024)
[j15]
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Zheng Zhang, Qi Liu, Yanjie Li, Ke Lin, Linyu Li:
Safe Reinforcement Learning in Autonomous Driving With Epistemic Uncertainty Estimation. IEEE Trans. Intell. Transp. Syst. 25(10): 13653-13666 (2024)
[j14]
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  - journals/tiv/LinLCLW24
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Ke Lin, Yanjie Li, Shiyu Chen, Duantengchuan Li, Xinyu Wu:
Motion Planner With Fixed-Horizon Constrained Reinforcement Learning for Complex Autonomous Driving Scenarios. IEEE Trans. Intell. Veh. 9(1): 1577-1588 (2024)
[j13]
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Ke Lin, Duantengchuan Li, Yanjie Li, Shiyu Chen, Qi Liu, Jianqi Gao, Yanrui Jin, Liang Gong:
TAG: Teacher-Advice Mechanism With Gaussian Process for Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 35(9): 12419-12433 (2024)
2023
[j12]
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  - journals/isci/ShiLLLC23
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Xiongtao Shi, Yanjie Li, Qi Liu, Ke Lin, Shiyu Chen:
A fully distributed adaptive event-triggered control for output regulation of multi-agent systems with directed network. Inf. Sci. 626: 60-74 (2023)
[j11]
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Qi Liu, Yanjie Li, Shiyu Chen, Ke Lin, Xiongtao Shi, Yunjiang Lou:
Distributional reinforcement learning with epistemic and aleatoric uncertainty estimation. Inf. Sci. 644: 119217 (2023)
[j10]
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  - journals/tiv/ChenLLLW23
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Shiyu Chen, Yanjie Li, Yunjiang Lou, Ke Lin, Xinyu Wu:
Learning Real-Time Dynamic Responsive Gap-Traversing Policy for Quadrotors With Safety-Aware Exploration. IEEE Trans. Intell. Veh. 8(3): 2271-2284 (2023)
2022
[j9]
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  - journals/ijon/LiuZLZLSXW22
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Hai Liu, Chao Zheng, Duantengchuan Li, Zhaoli Zhang, Ke Lin, Xiaoxuan Shen, Neal N. Xiong, Jiazhang Wang:
Multi-perspective social recommendation method with graph representation learning. Neurocomputing 468: 469-481 (2022)
[j8]
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Hai Liu, Chao Zheng, Duantengchuan Li, Xiaoxuan Shen, Ke Lin, Jiazhang Wang, Zhen Zhang, Zhaoli Zhang, Neal N. Xiong:
EDMF: Efficient Deep Matrix Factorization With Review Feature Learning for Industrial Recommender System. IEEE Trans. Ind. Informatics 18(7): 4361-4371 (2022)
[j7]
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Hai Liu, Shuai Fang, Zhaoli Zhang, Duantengchuan Li, Ke Lin, Jiazhang Wang:
MFDNet: Collaborative Poses Perception and Matrix Fisher Distribution for Head Pose Estimation. IEEE Trans. Multim. 24: 2449-2460 (2022)
[c3]
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  - conf/robio/MuLLDL22
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Yongjin Mu, Yanjie Li, Ke Lin, Ki Deng, Qi Liu:
Battery Management for Warehouse Robots via Average-Reward Reinforcement Learning. ROBIO 2022: 253-258
2021
[j6]
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  - journals/bspc/LiuJLQLSTZL21
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Yunqing Liu, Yanrui Jin, Jinlei Liu, Chengjin Qin, Ke Lin, Haotian Shi, Jianfeng Tao, Liqun Zhao, Chengliang Liu:
Precise and efficient heartbeat classification using a novel lightweight-modified method. Biomed. Signal Process. Control. 68: 102771 (2021)
[j5]
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  - journals/cea/GongDZLLWLYHL21
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Liang Gong, Xiaofeng Du, Kai Zhu, Chenghui Lin, Ke Lin, Tao Wang, Qiaojun Lou, Zheng Yuan, Guoqiang Huang, Chengliang Liu:
Pixel level segmentation of early-stage in-bag rice root for its architecture analysis. Comput. Electron. Agric. 186: 106197 (2021)
[j4]
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Duantengchuan Li, Hai Liu, Zhaoli Zhang, Ke Lin, Shuai Fang, Zhifei Li, Neal N. Xiong:
CARM: Confidence-aware recommender model via review representation learning and historical rating behavior in the online platforms. Neurocomputing 455: 283-296 (2021)
[j3]
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  - journals/tim/JinQLLSLLL21
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Yanrui Jin, Chengjin Qin, Jinlei Liu, Zhiyuan Li, Haotian Shi, Ke Lin, Yunqing Liu, Chengliang Liu:
A Novel Incremental and Interactive Method for Actual Heartbeat Classification With Limited Additional Labeled Samples. IEEE Trans. Instrum. Meas. 70: 1-12 (2021)
[c2]
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  - conf/pakdd/WuLLZ21
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Fan Wu, Duantengchuan Li, Ke Lin, Huawei Zhang:
Efficient Nodes Representation Learning with Residual Feature Propagation. PAKDD (2) 2021: 156-167
2020
[j2]
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  - journals/bspc/WangSLQZHL20
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Haoren Wang, Haotian Shi, Ke Lin, Chengjin Qin, Liqun Zhao, Yixiang Huang, Chengliang Liu:
A high-precision arrhythmia classification method based on dual fully connected neural network. Biomed. Signal Process. Control. 58: 101874 (2020)
[j1]
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Yanrui Jin, Chengjin Qin, Jinlei Liu, Ke Lin, Haotian Shi, Yixiang Huang, Chengliang Liu:
A novel Domain Adaptive Residual Network for automatic Atrial Fibrillation Detection. Knowl. Based Syst. 203: 106122 (2020)
[i1]
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  - journals/corr/abs-2002-12089
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Ke Lin, Liang Gong, Xudong Li, Te Sun, Binhao Chen, Chengliang Liu, Zhengfeng Zhang, Jian Pu, Junping Zhang:
Exploration-efficient Deep Reinforcement Learning with Demonstration Guidance for Robot Control. CoRR abs/2002.12089 (2020)

2010 – 2019

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2019
[c1]
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  - conf/bigdataservice/WangSLZL19
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Haoren Wang, Haotian Shi, Ke Lin, Liqun Zhao, Chengliang Liu:
A High-Precise Arrhythmia Detection Method Based on Biorthogonal Wavelet and Fully Connected Neural Network. BigDataService 2019: 316-321

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