论文

选择年份    2019   2018   2017   2016   2015   2014

2019

SCI期刊

  1. Hao Zhang, Kai Liu*, Feiyu Jin, Liang Feng, Victor Lee and Joseph Ng. A Scalable Indoor Localization Algorithm based on Distance Fitting and Fingerprint Mapping in Wi-Fi Environments.Neural Computing and Applications, to appear.

  2. Penglin Dai, Kai Liu*, Xiao Wu, Zhaofei Yu, Huanlai Xing, Victor C.S. Lee. Cooperative Temporal Data Dissemination in SDN-based Heterogeneous Vehicular Networks.IEEE Internet of Things Journal, to appear.

  3. Wendi Nie, Kai Liu*, Victor C.S. Lee, Yaoxin Duan, Sarana Nutanong. Vehdoop: a Scalable Analytical Processing Framework for Vehicular Sensor Networks.IEEE Transactions on Intelligent Transportation Systems, to appear.

  4. Yaoxing Duan, Victor C. S. Lee, Kam-Yiu Lam, Wendi Nie and Kai Liu*. A Cross-Layer Design for Data Dissemination in Vehicular Ad-hoc Networks.Neural Computing and Applications, to appear.

  5. Yusheng Xia, Kai Liu*, Hao Zhang, Feiyu Jin, Linjiang Zheng. A Multilateral-confined Method for Fingerprint-based Localization: Algorithm Design and System Implementation.Computer Engineering and Applications, to appear.

  6. Xuanfan Shen, Yong Liao, Xuewu Dai, Kai Liu, Dan Wang. Non-stationary and Doubly-Selective Channel Estimation Method Based on Basis Expansion Model.ACTA Electronic SINICA, to appear.

  7. Penglin Dai, Kai Liu*, Liang Feng, Haijun Zhang, Victor Lee, Sang Son and Xiao Wu. Temporal Information Services in Large-Scale Vehicular Networks through Evolutionary Multi-objective Optimization.IEEE Transactions on Intelligent Transportation Systems, volume 20, issue 1, pp. 218-231, January 2019.

  8. Chao Chen, Liping Gao, Xuefeng Xie and Zhu Wang. Enjoy the Most Beautiful Scene Now: A Memetic Algorithm to Solve Two-Fold Time-Dependent Arc Orienteering Problem. Springer Frontiers of Computer Science, to appear.

  9. Chao Chen, Zhu Wang and Daqing Zhang. Sending More with Less: Crowdsourcing Integrated Transportation as a New Form of Citywide Passenger-Package Delivery System.IEEE IT Professional, to appear.

  10. Chao Chen, Yan Ding, Xuefeng Xie, Shu Zhang, Zhu Wang and Liang Feng. TrajCompressor: A Map-matching-based Online Trajectory Compression Framework Leveraging Vehicle Heading Direction and Change. IEEE Transactions on Intelligent Transportation Systems, to appear.

  11. Suiming Guo, Chao Chen, Jingyuan Wang, Yaxiao Liu, Ke Xu and Dah Ming Chiu. Fine-grained Dynamic Price Prediction in Ride-on-demand Services: Models and Evaluations. Mobile Networks and Applications, to appear.

  12. Suiming Guo, Chao Chen, Jingyuan Wang, Yaxiao Liu, Ke Xu, Zhiwen Yu, Daqing Zhang and Dah Ming Chiu. ROD-Revenue: Seeking Strategies Analysis and Revenue Prediction in Ride-on-demand Service Using Multi-source Urban Data. IEEE Transactions on Mobile Computing, to appear.

  13. Chao Chen, Chengwu Liao, Xuefeng Xie, Yasha Wang and Junfeng Zhao. Trip2Vec: A Deep Embedding Approach for Clustering and Profiling Taxi Trip Purposes. Springer Personal and Ubiquitous Computing, volume 23, issue 1, pp. 53–66, February 2019.

  14. Yan Liu, Bin Guo, Chao Chen, He Du, Zhiwen Yu, Daqing Zhang and Huadong Ma. FooDNet: Toward an Optimized Food Delivery Network Based on Spatial Crowdsourcing. IEEE Transactions on Mobile Computing, volume 18, issue 6, pp. 1288–1301, June 2019.

  15. Jiangtao Wang, Yasha Wang, Daqing Zhang, Qin Lv and Chao Chen. Crowd-Powered Sensing and Actuation in Smart Cities: Current Issues and Future Directions. IEEE Wireless Communications, volume 26, issue 2, pp. 86–92, April 2019.

  16. Zhangbing Zhou, Yaqiang Zhang, Xuefang Yi, Chao Chen and Haodi Ping. Accurate Boundary Detection and Refinement for Continuous Objects in IoT Sensing Networks. IEEE Communications Magazine, volume 57, issue 6, pp. 93–99, June 2019.

  17. Jing Du, Bin Guo, Yan Liu, Liang Wang, Qi Han, Chao Chen and Zhiwen Yu. CrowDNet: Enabling a Crowdsourced Object Delivery Network based on Modern Portfolio Theory. IEEE Internet of Things Journal, to appear.

会议

  1. Penglin Dai, Kai Liu, Xiao Wu, Huailai Xing, Zhaofei Yu and Victor Lee. A Learning Algorithm for Real-time Service in Vehicular Networks with Mobile-Edge Computing. IEEE International Conference on Communications (IEEE ICC’19), Shanghai, China, May 20-24, 2019.

  2. Feiyu Jin, Kai Liu*, Hao Zhang, Weiwei Wu, Jingjing Cao and Xiangping Zhai. A Zero Site-Survey Overhead Indoor Tracking System using Particle Filter. IEEE International Conference on Communications (IEEE ICC’19), Shanghai, China, May 20-24, 2019.

  3. Penglin Dai, Kai Liu, Xiao Wu, Huailai Xing and Victor Lee. Multi-objective Optimization for Network Resource Management in Heterogeneous Vehicular Networks. IEEE Wireless Communications and Networking Conference (IEEE WCNC’19), Marrakech, Morocco, April 15-18, 2019.

  4. Ke Xiao, Kai Liu*, Junhua Wang, LYanning Yang, Liang Feng, Jingjing Cao and Victor Lee. A Fog Computing Paradigm for Efficient Information Services in VANET. IEEE Wireless Communications and Networking Conference (IEEE WCNC’19), Marrakech, Morocco, April 15-18, 2019.

  5. Liping Gao, Chao Chen, Hongyu Huang and Chaocan Xiang. A Memetic Algorithm for Finding the Two-fold Time-dependent Most Beautiful Driving Routes. IEEE Wireless Communications and Networking Conference (IEEE WCNC’19), Marrakech, Morocco, April 15-18, 2019.

  6. Hongyu Huang, Xin Niu, Chao Chen and Chunqiang Hu. A Differential Private Mechanism to Protect Trajectory Privacy in Mobile Crowd-Sensing. IEEE Wireless Communications and Networking Conference (IEEE WCNC’19), Marrakech, Morocco, April 15-18, 2019.

2018

SCI期刊

  1. Penglin Dai, Kai Liu*, Xiao Wu, Yong Liao, Victor C.S. Lee and Sang H. Son. Bandwidth Efficiency and Service Adaptiveness Oriented Data Dissemination in Heterogeneous Vehicular Networks. IEEE Transactions on Vehicular Technology, volume 67, issue 7, pp. 6585–6598, July 2018.

  2. Wendi Nie, Victor C.S. Lee, Dusit Niyato, Yaoxin Duan, Kai Liu* and Sarana Nutanong. A Quality-oriented Data Collection Scheme in Vehicular Sensor Networks. IEEE Transactions on Vehicular Technology, volume 67, issue 7, pp. 5570–5584, July 2018.

  3. Kai Liu*, Hao Zhang, Joseph K.Y. Ng, Yusheng Xia, Liang Feng, Victor C. S. Lee, Sang H. Son. Towards Low Overhead Fingerprint-based Indoor Localization via Transfer Learning: Design, Implementation and Evaluation. IEEE Transactions on Industrial Informatics, volume 14, issue 3, pp. 898–908, March 2018.

  4. Junhua Wang, Kai Liu*, Ke Xiao, Chao Chen, Weiwei Wu, Victor C. S. Lee, Sang Hyuk Son. Dynamic Clustering and Cooperative Scheduling for Vehicle-to-Vehicle Communication in Bidirectional Road Scenarios. IEEE Transactions on Intelligent Transportation Systems, volume 19, issue 6, pp. 1913–1924, June 2018.

  5. Jiangtao Wang, Yasha Wang, Daqing Zhang, Feng Wang, Haoyi Xiong, Chao Chen, Qin Lv, Zhaopeng Qiu. Multi-Task Allocation in Mobile Crowd Sensing with Individual Task Quality Assurance. IEEE Transactions on Mobile Computing, volume 17, issue 9, pp. 2101–2113, September 2018.

  6. Suiming Guo, Chao Chen*, Yaxiao Liu, Ke Xu, Bin Guo, and Dah Ming Chiu. How to Pay Less: A Location-specific Approach to Predict Dynamic Prices in Ride-on-demand Services. IET Intelligent Transport Systems, volume 12, issue 7, pp. 610–618, May 2018.

  7. Chao Chen, Yan Ding, et al. A Three-stage Online Map-Matching Algorithm by Fully Using Vehicle Heading Direction. In: Journal of Ambient Intelligence and Humanized Computing (J-AIHC), volume 9, issue 5, pp. 1623–1633, August 2018.

  8. Mengquan Li, Weichen Liu, Lei Yang, Peng Chen, Chao Chen*. Chip Temperature Optimization for Dark Silicon Many-Core Systems. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, volume 37, issue 5, pp. 941–953, May 2018.

  9. Chao Chen, Shuhai Jiao, Shu Zhang, Weichen Liu, Liang Feng, Yasha Wang. TripImputor: Real-Time Imputing Taxi Trip Purpose Leveraging Multi-sourced Urban Data. IEEE Transactions on Intelligent Transportation Systems, volume 19, issue 10, pp. 3292–3304, October 2018.

会议

  1. Suiming Guo, Chao Chen, Jingyuan Wang, Yaxiao Liu, Ke Xu, Dah-Ming Chiu. Dynamic Price Prediction in Ride-on-demand Service with Multi-source Urban Data. In: EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous’18), New York City, US, November 5-7, 2018.

  2. Hao Zhang, Kai Liu, Feiyu Jin, Liang Feng, Chao Chen, Chen Zhan, Jianjun Li. An Annulus Local Search based Localization(ALSL) Algorithm in Indoor Wi-Fi Environments. The 15th IEEE International Conference on Ubiquitous Intelligence and Computing (IEEE UIC’18), Guangzhou, China, October 8-12, 2018.

  3. Xuanfan Shen, Yong Liao, Xuewu Dai, Daotong Li and Kai Liu. BEM-based EKF-RTSS Channel Estimation for Non-stationary Doubly-selective Channel. The 7th IEEE/CIC International Conference on Communications in China (IEEE/CIC ICCC’18), Beijing, China, August 16-18, 2018.

  4. Feiyu Jin, Kai Liu*, Hao Zhang, Liang Feng, Chao Chen, Weiwei Wu. Towards Scalable Indoor Localization with Particle Filter and Wi-Fi Fingerprint. Proc. of the 15th Annual IEEE International Conference on Sensing, Communication and Networking (IEEE SECON’18-Demo), Hong Kong , June 11-13, 2018.

  5. Yan Ding, Chao Chen*, Xuefeng Xie, Kai Liu, Liang Feng. An Online Trajectory Compression System Applied to Resource-Constrained GPS Devices in Vehicles. Proc. of the 15th Annual IEEE International Conference on Sensing, Communication and Networking (IEEE SECON’18-Demo), Hong Kong , June 11-13, 2018.

  6. Yan Ding, Chao Chen, Xuefeng Xie. Fuel Consumption Estimation of Protential Driving Paths by Leveraging Online Route APIs. 13th International Conference on Green, Pervasive and Cloud Computing (GPC), Hangzhou, China, May 11-13, 2018.

  7. Suiming Guo, Chao Chen, Jingyuan Wang, Yaxiao Wang, Yaxiao Liu, Ke Xu, Daqing Zhang and Dah Ming Chiu. A simple but quantifiable approach to dynamic price prediction in ride-on-demand services leveraging multi-source urban data. Ubicomp’18 (Ubicomp’18), accecpted.

  8. Wei Zhou, Liang Feng, Siwei Jiang, Shu Zhang, Yaqing Hou, Yew-Soon Ong, Zexuan Zhu and Kai Liu. A Preliminary Study of Adaptive Indicator based Evolutionary Algorithm for Dynamic Multiobjective Optimization via Autoencoding. IEEE Congress on Evolutionary Computation (IEEE WCCI-CEC’18), Rio de Janeiro, Brazil, July 8-13, 2018.

  9. Ruoting Ma, Lei Zhou, Kai Liu, Chao Chen and Xuefeng Xie. Autoencoding Evolutionary Search with Selection of Problem Domains. IEEE Congress on Evolutionary Computation (IEEE WCCI-CEC’18), Rio de Janeiro, Brazil, December 4-8, 2018.

2017

SCI期刊

  1. Kai Liu*, Liang Feng, Penglin Dai, Victor C. S. Lee, Sang Hyuk Son, Jiannong Cao. Coding-Assisted Broadcast Scheduling via Memetic Computing in SDN-Based Vehicular Networks. IEEE Transactions on Intelligent Transportation Systems, volume 19, issue 8, pp. 2420-2431, September 2017.

  2. Houling Ji, Victor C. S. Lee, Chi-Yin Chow, Kai Liu*, Guoqing Wu. Coding-based cooperative caching in on-demand data broadcast environments. Information Sciences, volume 385–386, pp. 138–156, April 2017.

  3. Jun Chen, Victor C. S. Lee, Kai Liu* and Jianjun Li. Efficient Cache Management for Network-Coding-Assisted Data Broadcast. IEEE Transactions on Vehicular Technology, volume 66, issue 4, pp. 3361–3375, April 2017.

  4. Leye Wang, Daqing Zhang, Haoyi Xiong, John Paul Gibson, Chao Chen*, Bing Xie. ecoSense: Minimize Participants’ Total 3G Data Cost in Mobile Crowdsensing Using Opportunistic Relays. IEEE Transactions on System, Man, Cybernetics: Systems, volume 47, issue 6, pp. 965–978, June 2017.

  5. Chao Chen*, Xia Chen, Leye Wang, Xiaojuan Ma, Zhu Wang, Kai Liu, Bin Guo, Zhen Zhou. MA-SSR: A Memetic Algorithm for Skyline Scenic Routes Planning Leveraging Heterogeneous User-Generated Digital Footprints. IEEE Transactions on Vehicular Technology, volume 66, issue 7, pp. 5723–5736, July 2017.

  6. Mingming Zhang, Chao Chen*, Tianyu Wo, Tao Xie, Md Zakirul Alam Bhuiyan, Xuelian Lin. SafeDrive: Online Driving Anomaly Detection From Large-Scale Vehicle Data. IEEE Transactions on Industrial Informatics, volume 13, issue 4, pp. 2087–2096, August 2017.

  7. Chao Chen*, Daqing Zhang, Xiaojuan Ma, Bin Guo, Leye Wang, Yasha Wang, Edwin Sha. crowddeliver: Planning City-Wide Package Delivery Paths Leveraging the Crowds of Taxis. IEEE Transactions on Intelligent Transportation Systems, volume 18, issue 6, pp. 1478–1496, June 2017.

  8. Lei Yang, Weichen Liu, Weiwen Jiang, Chao Chen*, Mengquan Li, Peng Chen, Edwin H.M.Sha. Hardware-software collaboration for dark silicon heterogeneous many-core systems. Future Generation Computer Systems, volume 68, pp. 234–247, March 2017.

  9. Jiangtao Wang, Yasha Wang*, Daqing Zhang, Leye Wang, Chao Chen, Jae Woong Lee, Yuanduo He. Real-time and generic queue time estimation based on mobile crowdsensing. Frontiers of Computer Science, volume 11, issue 1, pp. 49-60, February 2017.

  10. Chao Chen*, Xia Chen, Zhu Wang, Yasha Wang, Daqing Zhang. ScenicPlanner: planning scenic travel routes leveraging heterogeneous user-generated digital footprints. Frontiers of Computer Science, volume 11, issue 1, pp. 61–74, February 2017.

  11. Jinghui Zhong, Liang Feng*, Yew-Soon Ong. Gene Expression Programming: A Survey [Review Article]. IEEE Computational Intelligence Magazine, volume 12, issue 3, pp. 54–72, August 2017.

  12. Liang Feng, Yew-Soon Ong, Siwei Jiang, Abhishek Gupta. Autoencoding Evolutionary Search With Learning Across Heterogeneous Problems. IEEE Transactions on Evolutionary Computation, volume 21, issue 5, pp. 760–772, October 2017.

  13. Yaqing Hou, Yew-Soon Ong, Liang Feng*, Jacek M. Zurada. An Evolutionary Transfer Reinforcement Learning Framework for Multiagent Systems, IEEE Transactions on Evolutionary Computation, volume 21, issue 4, pp. 601–615, August 2017.

会议

  1. Yong Liao, Xuanfan Shen, Xuewu Dai, Ming Zhao, Kai Liu, Daotong Li, Xin Zhou. Joint Channel Estimation and Decoding Design for Non-stationary OFDM Channel. IEEE Global Communications Conference: Wireless Communications (IEEE Globecom’17), Singapore, 4-8 December 2017.

  2. Kai Liu*, Liang Feng, Penglin Dai, Weiwei Wu, Victor Lee and Sang Son. A Memetic Algorithm for Cache-aided Data Broadcast with Network Coding in Vehicular Networks. IEEE Global Communications Conference: Mobile and Wireless Networks (IEEE Globecom’17), Singapore, 4-8 December 2017.

  3. Yingying Kong, Zhiwen Yu, Huihui Chen, Zhu Wang, Chao Chen*, Bin Guo. Detecting Type and Size of Road Crack with the Smartphone. Computational Science and Engineering (CSE) and Embedded and Ubiquitous Computing (EUC), 2017 IEEE International Conference on (CSE), Guangzhou, China, 21-24 July 2017.

  4. Yan Ding, Chao Chen, Shu Zhang, Bin Guo, Zhiwen Yu, Yasha Wang. GreenPlanner: Planning Personalized Fuel-efficient Driving Routes using Multi-sourced Urban Data. Pervasive Computing and Communications (PerCom), 2017 IEEE International Conference on (PerCom’17), Kona, HI, USA, 13-17 March 2017.

  5. Yan Liu, Bin Guo, He Du, Zhiwen Yu, Daqing Zhang, Chao Chen. Poster – FooDNet: Optimized On Demand Take-out Food Delivery using Spatial Crowdsourcing. ACM MobiCom, 2017, to appear.

  6. Suiming Guo, Chao Chen*, Yaxiao Liu, Ke Xu, Dah Ming Chiu. It Can be Cheaper: Using Price Prediction to Obtain Better Prices from Dynamic Pricing in Ride-on-demand Services. MobiQuitous (CCF-C), 2017, to appear.

  7. Suiming Guo, Chao Chen*, Yaxiao Liu, Ke Xu, Dah Ming Chiu. Modelling Passengers’ Reaction to Dynamic Prices in Ride-on-demand Services: A Search for the Best Fare. UbiComp’17 (CCF-A), 2017, to appear.

  8. Y. Li, Z. Huang, J. Zhong, L. Feng. Genetic Programming for Lifetime Maximization in Wireless Sensor Networks with Mobile Sink. the 11th International Conference on Simulated Evolution and Learning, Shenzhen, China, 10-13 November 2017.

  9. L. Feng, W. Zhou, L. Zhou, S. W. Jiang, J. H. Zhong, B. S. Da, Z. X. Zhu, Y. Wang. An empirical study of multifactorial PSO and multifactorial DE. IEEE Congress on Evolutionary Computation, San Sebastian, Spain, 5-8 June 2017.

  10. L. Zhou, L. Feng, A. Gupta, Y.-S. Ong, K. Liu, C. Chen, E. Sha, B. Yang, B. W. Yan. Solving dynamic vehicle routing problem via evolutionary search with learning capability. IEEE Congress on Evolutionary Computation, Spain, 5-8 June 2017.

  11. Kavitesh Kumar Bali, Abhishek Gupta, Liang Feng, Yew-Soon Ong, Tan Puay Siew. Linearized Domain Adaptation in Evolutionary Multitasking. IEEE Congress on Evolutionary Computation, Spain, 5-8 June 2017.

2016

SCI期刊

  1. Weiwei Wu*, Jianping Wang, Minming Li, Kai Liu, Feng Shan, Junzhou Luo. Energy-Efficient Transmission With Data Sharing in Participatory Sensing Systems. IEEE Journal on Selected Areas in Communications, volume 34, issue 12, pp. 4048–4062, December 2016.

  2. Penglin Dai, Kai Liu*, Liang Feng, Qingfeng Zhuge, Victor C. S. Lee, Sang H. Son. Adaptive scheduling for real-time and temporal information services in vehicular networks. Transportation Research Part C: Emerging Technologies, volume 71, pp.313-332, October 2016.

  3. Penglin Dai, Kai Liu*, Qingfeng Zhuge, Edwin H.-M. Sha, Victor Chung Sing Lee, Sang Hyuk Son. Quality-of-Experience-Oriented Autonomous Intersection Control in Vehicular Networks. IEEE Transactions on Intelligent Transportation Systems, volume 17, issue 7, pp.1956-1967, July 2016.

  4. Kai Liu*, Joseph Kee-Yin Ng, Junhua Wang, Victor C. S. Lee, Weiwei Wu, Sang Hyuk Son. Network-Coding-Assisted Data Dissemination via Cooperative Vehicle-to-Vehicle/-Infrastructure Communications. IEEE Transactions on Intelligent Transportation Systems, volume 17, issue 6, pp. 1509-1520, June 2016.

  5. Kai Liu*, Joseph K. Y. Ng, Victor C. S. Lee, Sang H. Son, Ivan Stojmenovic. Cooperative Data Scheduling in Hybrid Vehicular Ad Hoc Networks: VANET as a Software Defined Network. IEEE/ACM Transactions on Networking, volume 24, issue 3, pp. 1759-1773, June 2016.

  6. Leye Wang, Daqing Zhang, Yasha Wang, Chao Chen*, Xiao Han, Abdallah M’hamed. Sparse mobile crowdsensing: challenges and opportunities. IEEE Communications Magazine, volume 54, issue 7, pp. 161–167, July 2016.

  7. Zhu Wang, Zhiwen Yu, Xingshe Zhou, Chao Chen*, Bin Guo. Towards Context-Aware Mobile Web Browsing. Wireless Personal Communications , volume 91, issue 1, pp. 187–203, November 2016.

  8. Zhu Wang, Chao Chen*, Bin Guo, Zhiwen Yu, Xingshe Zhou. Internet Plus in China. IT Professional, volume 18, issue 3, pp. 5-8, May-June 2016.

  9. Chao Chen*, Shenle Pan, Zhu Wang, Ray Y. Zhong. Using taxis to collect citywide E-commerce reverse flows: a crowdsourcing solution. International Journal of Production Research, volume 55, issue 7, pp. 1833–1844, March 2016.

  10. Bin Guo, Chao Chen*, Daqing Zhang, Zhiwen Yu, Alvin Chin. Mobile crowd sensing and computing: when participatory sensing meets participatory social media. IEEE Communications Magazine, volume 54, issue 2, pp. 131–137, February 2016.

  11. Chao Chen*, Zhu Wang, Bin Guo. The Road to the Chinese Smart City: Progress, Challenges and Future Directions. IT Professional, volume 18, issue 1, pp. 14–17, January-February 2016.

  12. Penglin Dai, Kai Liu, Liang Feng, Qingfeng Zhuge, Victor C. S. Lee, Sang H. Son. Adaptive scheduling for real-time and temporal information services in vehicular networks. Transportation Research Part C: Emerging Technologies, volume 71, pp.313-332, October 2016.

  13. Siwei Jiang, Chi Xu, Abhishek Gupta, Liang Feng, Yew-Soon Ong, Allan Nengsheng Zhang, Puay Siew Tan. Complex and Intelligent Systems in Manufacturing. IEEE Potentials, volume 35, issue 4, pp. 23–28, July-August 2016.

  14. Abhishek Gupta, Yew-Soon Ong, Liang Feng, Kay Chen Tan. Multiobjective Multifactorial Optimization in Evolutionary Multitasking. IEEE Transactions on Cybernetics, volume 47, issue 7, pp. 1652–1665, July 2016.

  15. Liang Feng, Ah-Hwee Tan, Meng-Hiot Lim, Si Wei Jiang. Band selection for hyperspectral images using probabilistic memetic algorithm. Soft Computing, volume 20, issue 12, pp. 4685–4693, December 2016.

  16. Liang Feng, Yew-Soon Ong, Caishun Chen, Xianshun Chen. Conceptual modeling of evolvable local searches in memetic algorithms using linear genetic programming: a case study on capacitated vehicle routing problem. Soft Computing, volume 20, issue 9, pp. 3745–3769, September 2016.

会议

  1. Junhua Wang, Kai Liu*, Penglin Dai, Edwin H.-M. Sha, Liang Feng, Chao Chen, Chunhua Xiao. Cooperative Information Services Based on Predictable Trajectories in Bus-VANETs. Proc. of the 18th IEEE International Conference on High Performance Computing and Communications (IEEE HPCC’16), Sydney, NSW, Australia, 12-14 Dec. 2016.

  2. Penglin Dai, Kai Liu*, Liang Feng, Qingfeng Zhuge, Victor Chuang Sing Lee, Sang Hyuk Son. Towards Real-Time and Temporal Information Services in Vehicular Networks via Multi-Objective Optimization. Proc. of the 41st IEEE Conference on Local Computer Networks (IEEE LCN’16), Dubai, United Arab Emirates, 7-10 Nov. 2016.

  3. Penglin Dai, Kai Liu*, Qingfeng Zhuge, Edwin H.-M. Sha, Victor Chuang Sing Lee, Sang Hyuk Son. A Convex Optimization Based Autonomous Intersection Control Strategy in Vehicular Cyber-Physical Systems. Proc. of the 13th IEEE International Conference on Ubiquitous Intelligence and Computing (IEEE UIC’16), Toulouse, France, 18-21 July 2016.

  4. Byungjin Ko, Kai Liu, Sang H. Son*. Towards Efficient Data Services in Vehicular Networks via Cooperative Infrastructure-to-Vehicle and Vehicle-to-Vehicle Communications. Proc. of the 13th IEEE International Conference on Ubiquitous Intelligence and Computing (IEEE UIC’16), Toulouse, France, 18-21 July 2016.

  5. Zhengbin Ye, Liang Feng*, Yew-Soon Ong, Kai Liu, Chao Chen, Edwin Sha. A preliminary study on distance selection in probabilistic memetic framework for capacitated arc routing problem. Proc. of the 2016 IEEE World Congress on Computational Intelligence (IEEE WCCI-CEC’16), Vancouver, BC, Canada, 24-29 July 2016.

  6. Lei Zhou, Liang Feng, Jinghui Zhong, Yew-Soon Ong, Zexuan Zhu, Edwin Sha. Evolutionary multitasking in combinatorial search spaces: A case study in capacitated vehicle routing problem. The 2016 IEEE Symposium Series on Computational Intelligence, Athens, Greece, 6-9 Dec. 2016.

  7. Siwei Jiang, Liang Feng, Chen Kim Heng, Quoc Chinh Nguyen, Yew-Soon Ong, Allan NengSheng Zhang, Puay Siew Tan. Adaptive indicator-based evolutionary algorithm for multiobjective optimization problems. IEEE WCCI-CEC , Vancouver, BC, Canada, 24-29 July 2016.

  8. Siwei Jiang, Liang Feng, Dazhi Yang, Chen Kim Heng, Yew-Soon Ong, Allan NengSheng Zhang, Puay Siew Tan, Zhihua Cai. Towards adaptive weight vectors for multiobjective evolutionary algorithm based on decomposition. IEEE WCCI-CEC, Vancouver, BC, Canada, 24-29 July 2016.

  9. Yaqing Hou, Liang Feng, Yew-Soon Ong. Creating human-like non-player game characters using a Memetic Multi-Agent System. IEEE WCCI-IJCNN , Vancouver, BC, Canada, 24-29 July 2016.

  10. A. Gupta, Y. S. Ong, B. Da, L. Feng, S. D. Handoko. Landscape synergy in evolutionary multitasking. IEEE WCCI-CEC, Vancouver, BC, Canada, 24-29 July 2016.

  11. Bingshui Da, Abhishek Gupta, Yew-Soon Ong, Liang Feng. Evolutionary multitasking across single and multi-objective formulations for improved problem solving. IEEE WCCI-CEC, Vancouver, BC, Canada, 24-29 July 2016.

  12. Bingshui Da, Abhishek Gupta, Yew-Soon Ong, Liang Feng. The Boon of Gene-Culture Interaction for Effective Evolutionary Multitasking. the Second Australasian Conference on Artificial Life and Computational Intelligence (ACALCI 2016), 2016.

2015

SCI期刊

  1. Ray Y. Zhong, Chen Xu, Chao Chen*, George Q. Huang. Big Data Analytics for Physical Internet-based intelligent manufacturing shop floors. International Journal of Production Research, pp. 2610-2621, August 2015.

  2. Xiao Han, Leye Wang, Jiangtao Wen, Angel Cuevas, Chao Chen*, Noel Crespi. Are You Really Hidden? Predicting Current City from Profile and Social Relationship. arXiv:1508.00784, August 2015.

  3. Chao Chen*, Daqing Zhang, Bin Guo, Xiaojuan Ma, Gang Pan, Zhaohui Wu. TripPlanner: Personalized Trip Planning Leveraging Heterogeneous Crowdsourced Digital Footprints. IEEE Transactions on Intelligent Transportation Systems, volume 16, issue 3, pp. 1259–1273, June 2015.

  4. Bin Guo, Chao Chen*, Zhiwen Yu, Daqing Zhang, Xingshe Zhou. Building Human-Machine Intelligence in Mobile Crowd Sensing. IT Professional, volume 17, issue 3, pp. 46–52, May-June 2015.

  5. Daqing Zhang, Lin Sun, Bin Li, Chao Chen*, Gang Pan, Shijian Li, Zhaohui Wu. Understanding Taxi Service Strategies From Taxi GPS Traces. IEEE Transactions on Intelligent Transportation Systems, volume 16, issue 1, pp. 123–135, February 2015.

  6. Liang Feng, Yew-Soon Ong, Ah-Hwee Tan, Ivor W. Tsang. Memes as building blocks: a case study on evolutionary optimization + transfer learning for routing problems. Memetic Computing, volume 7, issue 3, pp. 159–180, September 2015.

  7. Liang Feng, Yew-Soon Ong, Meng-Hiot Lim, Ivor W. Tsang. Memetic Search With Interdomain Learning: A Realization Between CVRP and CARP. IEEE Transactions on Evolutionary Computation, volume 19, issue 5, pp. 644–658, October 2015.

会议

  1. Houling Ji, Victor C. S. Lee, Chi-Yin Chow, Kai Liu*, Guoqing Wu. Coding-Based Cooperative Caching in Data Broadcast Environments. Proc. of the 15th International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP’15), Zhangjiajie, China, 18-20 Nov. 2015.

  2. Junhua Wang, Kai Liu*, Edwin H. M. Sha, Victor C. S. Lee, Sang H. Son. An Efficient Cluster-Based Data Sharing Algorithm for Bidirectional Road Scenario in Vehicular Ad-hoc Networks. Proc. of the 15th International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP’15), Zhangjiajie, China, 18-20 Nov. 2015.

  3. Penglin Dai, Kai Liu*, Ediwin Sha, Qingfeng Zhuge, Victor Lee, Sang Hyuk Son. Vehicle Assisted Data Update for Temporal Information Service in Vehicular Networks. Proc. of the 18th IEEE International Conference on Intelligent Transportation Systems (IEEE ITSC’15), Las Palmas, Spain, 15-18 Sept. 2015.

  4. Weiwei Wu, Jianping Wang, Minming Li, Kai Liu*, Junzhou Luo. Energy-efficient transmission with data sharing. Proc. of the 34th Annual IEEE International Conference on Computer Communications (IEEE INFOCOM’15), Kowloon, Hong Kong, 26 April-1 May 2015.

  5. Leye Wang, Daqing Zhang, Animash Pathak, Chao Chen*, Haoyi Xiong, Dingqi Yang, Yasha Wang. CCS-TA: quality-guaranteed online task allocation in compressive crowdsensing. Proc. of the UbiComp’15, Osaka, Japan, 07-11 Sept. 2015.

  6. Xiao Han, Leye Wang, Son N. Han, Chao Chen*, No雔 Crespi, Reza Farahbakhsh. Link prediction for new users in Social Networks. (Communications (ICC), 2015 IEEE International Conference on), London, UK, 8-12 June 2015.

  7. Shenle Pan, Chao Chen*, Ray Y. Zhong. A crowdsourcing solution to collect e-commerce reverse flows in metropolitan areas. IFAC Symposium on Information Control Problems in Manufacturing, 2015.

2014

SCI期刊

  1. G. G. Md. Nawaz Ali, Victor C. S. Lee, Edward Chan, Minming Li, Kai Liu*, Jingsong Lv, Jun Chen. Admission Control-Based Multichannel Data Broadcasting for Real-Time Multi-Item Queries. IEEE Transactions on Broadcasting, volume 60, issue 4, pp. 589-605, December 2014.

  2. Kai Liu, Victor Chung Sing Lee, Joseph Kee-Yin Ng, Jun Chen*, Sang Hyuk Son. Temporal Data Dissemination in Vehicular Cyber–Physical Systems. IEEE Transactions on Intelligent Transportation Systems, volume 15, issue 6, pp. 2419-2431, December 2014.

  3. Kai Liu, Victor C. S. Lee, Joseph K. Y. Ng, Sang H. Son, Edwin H.-M Sha*. Scheduling Temporal Data with Dynamic Snapshot Consistency Requirement in Vehicular Cyber-Physical Systems. ACM Transactions on Embedded Computing Systems, volume 13, issue 5s, article No. 163, November 2014.

  4. Kai Liu*, Hock Beng Lim, Emilio Frazzoli, Houling Ji, Victor C. S. Lee. Improving Positioning Accuracy Using GPS Pseudorange Measurements for Cooperative Vehicular Localization. IEEE Transactions on Vehicular Technology, volume 63, issue 6, pp. 2544–2556, July 2014.

  5. Chao Chen*, Daqing Zhang, Nan Li, Zhi-Hua Zhou. B-Planner: Planning Bidirectional Night Bus Routes Using Large-Scale Taxi GPS Traces. IEEE Transactions on Intelligent Transportation Systems, volume 15, issue 4, pp. 1451–1465, August 2014.

  6. Chao Chen*. Understanding social and community dynamics from taxi GPS data. Thèse de doctorat en Informatique, 2014.

  7. Siwei Jiang, Yew-Soon Ong, Jie Zhang Liang Feng. Consistencies and Contradictions of Performance Metrics in Multiobjective Optimization. IEEE Transactions on Cybernetics, volume 44, issue 12, pp. 2391–2404, December 2014.

会议

  1. Yaoxin Duan, Wendi Nie, Kai Liu*, Qingfeng Zhuge, Edwin H. M. Sha, Victor C. S. Lee. Joint Convergecast and Power Allocation in Wireless Sensor Networks. Proc. of the 15th International Conference on Parallel and Distributed Computing, Applications and Technologies (IEEE PDCAT’14), Hong Kong, China, 9-11 Dec. 2014.

  2. Kai Liu*, Joseph K. Y. Ng, Victor C. S. Lee, Weiwei Wu, Sang H. Son. Towards scalable, fair and robust data dissemination via cooperative vehicular communications. Proc. of the 20th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (IEEE RTCSA’14), Chongqing, China, 20-22 Aug. 2014.

  3. G. G. Md. Nawaz Ali, Yuxuan Meng, Victor C. S. Lee, Kai Liu, Edward Chan. Performance Improvement in Applying Network Coding to On-demand Scheduling Algorithms for Broadcasts in Wireless Networks. Proc. of the 9th International Multi-Conference on Computing in the Global Information Technology (ICCGI’14), Seville, Spain, 22-26 June 2014.

  4. Chao Chen*, Daqing Zhang, Leye Wang, Xiaojuan Ma, Xiao Han, Edwin Sha. Taxi Exp: A Novel Framework for City-Wide Package Express Shipping via Taxi Crowd Sourcing. The 11th IEEE International Conference on Ubiquitous Intelligence and Computing (IEEE UIC’14), Bali, Indonesia, 9-12 Dec. 2014.

  5. Longbiao Chen, Daqing Zhang, Gang Pan, Leye Wang, Xiaojuan Ma, Chao Chen*, Shijian Li. Container throughput estimation leveraging ship GPS traces and open data. Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing (2014 ACM), Seattle, Washington, 13-17 Sept. 2014.

  6. Chao Chen*, Daqing Zhang, Bin Guo. D2SC: Data-driven smarter cities. Pervasive Computing and Communications Workshops (PERCOM Workshops) (PERCOM Workshops), Budapest, Hungary, 24-28 March 2014.