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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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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  
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  
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  
Geoenvironmental characteristics of bisphenol a contaminated soil after persulfate treatment with different activation/ enhancement methods Journal article
PLoS ONE, 2019,Volume: 14,Issue: 4
Authors:  Liu,Fuming;  Chen,Yong Zhan;  Yi,Shuping;  Zhou,Wan huan;  Xie,Linshen;  Ma,Hongyun
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/11