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RIFLE: Backpropagation in depth for deep transfer learning through re-initializing the fully-connected layer Conference paper
37th International Conference on Machine Learning, ICML 2020
Authors:  Li,Xingjian;  Xiong,Haoyi;  An,Haozhe;  Xu,Chengzhong;  Dou,Dejing
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LiDAR iris for loop-closure detection Conference paper
IEEE International Conference on Intelligent Robots and Systems
Authors:  Wang,Ying;  Sun,Zezhou;  Xu,Cheng Zhong;  Sarma,Sanjay E.;  Yang,Jian;  Kong,Hui
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Frontier Detection and Reachability Analysis for Efficient 2D Graph-SLAM Based Active Exploration Conference paper
IEEE International Conference on Intelligent Robots and Systems
Authors:  Sun,Zezhou;  Wu,Banghe;  Xu,Cheng Zhong;  Sarma,Sanjay E.;  Yang,Jian;  Kong,Hui
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Mobicharger: Optimal scheduling for cooperative EV-to-EV dynamic wireless charging Conference paper
Proceedings - International Conference on Distributed Computing Systems
Authors:  Yan,Li;  Shen,Haiying;  Kang,Liuwang;  Zhao,Juanjuan;  Xu,Chengzhong
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Reinforcement Learning based Scheduling for Cooperative EV-to-EV Dynamic Wireless Charging Conference paper
Proceedings - 2020 IEEE 17th International Conference on Mobile Ad Hoc and Smart Systems, MASS 2020
Authors:  Yan,Li;  Shen,Haiying;  Kang,Liuwang;  Zhao,Juanjuan;  Xu,Chengzhong
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CD-guide: A reinforcement learning based dispatching and charging approach for electric taxicabs Conference paper
Proceedings - 2020 IEEE 17th International Conference on Mobile Ad Hoc and Smart Systems, MASS 2020
Authors:  Yan,Li;  Shen,Haiying;  Kang,Liuwang;  Zhao,Juanjuan;  Xu,Chengzhong
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LBNN: Perceiving the state changes of a core telecommunications network via linear bayesian neural network Conference paper
Proceedings of the International Conference on Parallel and Distributed Systems - ICPADS
Authors:  Lin,Yanying;  Ye,Kejiang;  Chen,Ming;  Deng,Naitian;  Wu,Tailin;  Xu,Cheng Zhong
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Linear Bayesian Neural Network  State Change Perception  Telecommunications Core Network  
CoOMO: Cost-efficient computation outsourcing with multi-site offloading for mobile-edge services Conference paper
Proceedings - 2020 16th International Conference on Mobility, Sensing and Networking, MSN 2020
Authors:  Meng,Tianhui;  Wu,Huaming;  Shang,Zhihao;  Zhao,Yubin;  Xu,Cheng Zhong
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Computation outsourcing  Mobile-edge computing  Multi-site offloading  Queueing networks  
HySync: Hybrid Federated Learning with Effective Synchronization Conference paper
Proceedings - 2020 IEEE 22nd International Conference on High Performance Computing and Communications, IEEE 18th International Conference on Smart City and IEEE 6th International Conference on Data Science and Systems, HPCC-SmartCity-DSS 2020
Authors:  Shi,Guomei;  Li,Li;  Wang,Jun;  Chen,Wenyan;  Ye,Kejiang;  Xu,Chengzhong
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Efficient scheduling  Federated learning  hybrid algorithm  
SenseMag: Enabling Low-Cost Traffic Monitoring using Non-invasive Magnetic Sensing Journal article
IEEE Internet of Things Journal, 2021
Authors:  Wang,Kafeng;  Xiong,Haoyi;  Zhang,Jie;  Chen,Hongyang;  Dou,Dejing;  Xu,Cheng Zhong
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Internet of Vehicles (IoV).  Magnetic domains  Magnetic Sensing  Magnetic sensors  Monitoring  Perpendicular magnetic anisotropy  Roads  Sensors  Time-frequency analysis  Traffic Monitoring  Vehicle Type Classification  
Sampling sparse representations with randomized measurement langevin dynamics Journal article
ACM Transactions on Knowledge Discovery from Data, 2021,Volume: 15,Issue: 2
Authors:  Wang,Kafeng;  Xiong,Haoyi;  Bian,Jiang;  Zhu,Zhanxing;  Gao,Qian;  Guo,Zhishan;  Xu,Cheng Zhong;  Huan,Jun;  Dou,Dejing
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Compressive sensing  Hamiltonian Monte Carlo  LASSO  
Robust Actor-Critic Learning for Continuous-Time Nonlinear Systems with Unmodeled Dynamics Journal article
IEEE Transactions on Fuzzy Systems, 2021
Authors:  Yang,Yongliang;  Gao,Weinan;  Modares,Hamidreza;  Xu,Cheng Zhong
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Fuzzy logic  Heuristic algorithms  input-to-state stability  Nonlinear dynamical systems  Optimal control  optimal control  Power system dynamics  robust actor-critic learning  Stability criteria  Uncertainty  unmodeled dynamics  
Network-wide traffic signal control optimization using a multi-agent deep reinforcement learning Journal article
Transportation Research Part C: Emerging Technologies, 2021,Volume: 125
Authors:  Li,Zhenning;  Yu,Hao;  Zhang,Guohui;  Dong,Shangjia;  Xu,Cheng Zhong
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Adaptive traffic signal control  Deep learning  Knowledge sharing  Multi-agent reinforcement learning  Transportation network  
AucSwap: A Vickrey auction modeled decentralized cross-blockchain asset transfer protocol Journal article
Journal of Systems Architecture, 2021,Volume: 117
Authors:  Liu,Weiwei;  Wu,Huaming;  Meng,Tianhui;  Wang,Rui;  Wang,Yang;  Xu,Cheng Zhong
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Asset swap  Blockchain  Cross-chain  Vickrey auction  
Overlapping Communication with Computation in Parameter Server for Scalable DL Training Journal article
IEEE Transactions on Parallel and Distributed Systems, 2021,Volume: 32,Issue: 9,Page: 2144-2159
Authors:  Wang,Shaoqi;  Pi,Aidi;  Zhou,Xiaobo;  Wang,Jun;  Xu,Cheng Zhong
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backward computation  forward computation  gradient communication  parameter communication  Parameter server  
Can Job-Embedded Employees Be Satisfied? The Role of Job Crafting and Goal-Striving Orientations Journal article
Journal of Business and Psychology, 2020
Authors:  Zhang,Iris D.;  Lam,Long W.;  Dong,Longzhu;  Zhu,Julie N.Y.
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Goal-striving orientations  Job crafting  Job embeddedness  Job satisfaction  Quantitative research  
Morning larks travel more than night owls? Chronotypical effect on travel frequency through novelty seeking Journal article
Tourism Management, 2020,Volume: 77
Authors:  Chark,Robin;  Lam,Long W.;  Fong,Lawrence Hoc Nang
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Chronotype  Circadian rhythms  Diurnal preference  Morningness–eveningness  Novelty seeking  Travel frequency  
Buffering negative impacts of jaycustomer behavior on service employees Journal article
Journal of Services Marketing, 2020,Volume: 34,Issue: 5,Page: 635-650
Authors:  Tan,Alice J.M.;  Loi,Raymond;  Lam,Long W.;  Chow,Cheris W.C.
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Anger  Anxiety  Emotion  Employee  Jaycustomer behavior  Justice  Procedural justice  Service encounter  Service marketing  
Obligations and feeling envied: a study of workplace status and knowledge hiding Journal article
Journal of Managerial Psychology, 2020,Volume: 35,Issue: 5,Page: 347-359
Authors:  Liu,Yan;  Zhu,Julie N.Y.;  Lam,Long W.
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Feeling envied  Felt obligation to share  Knowledge hiding  Workplace status  
Analytical solution for the consolidation of unsaturated soil considering thermal changes Conference paper
16th Asian Regional Conference on Soil Mechanics and Geotechnical Engineering, ARC 2019
Authors:  Zhao,Lin Shuang;  Zhou,W. H.
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Analytical solution  Consolidation  Energy pile  Thermal change  Unsaturated soil