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I am currently a Professor in the College of Computer Science, Chongqing University (CQU). I joint CQU in 2014 honored with the One-Hundred-Talent Program. I received my Ph.D. degree in Computer Science from City University of Hong Kong in 2011. From December 2010 to May 2011, I was a Visiting Scholar with the Department of Computer Science, University of Virginia (UVa), USA. From 2011 to 2014, I was a Postdoctoral Fellow with Nanyang Technological University (NTU), Singapore; City University of Hong Kong (CityU); and Hong Kong Baptist University (HKBU). My research interests include vehicular cyber-physical systems, intelligent transportation systems, mobile computing, pervasive computing and internet of things.
Projects as PI
1. International Cooperation Project
[1] International Cooperation Project with DGIST, Republic of Korea, Architecture Design and Analysis for 5G-Enabled Software-defined Vehicular Networks, H20180672, 2018/07 – 2018/12.
[2] International Cooperation Project with DGIST, Republic of Korea, Towards Large-scale and Real-time Information Collection and Dissemination in Vehicular Networks, 1040112820170535, 2017/07 – 2018/07.
[3] International Cooperation Project with DGIST, Republic of Korea, Cross-layer Design for Data Services in Software-Defined Vehicular Ad-hoc Networks, 1042012920161043, 2016/07 – 2017/07.
[4] International Cooperation Project with DGIST, Republic of Korea, Towards Efficient Information Services via V2X Communications in Vehicular Cyber-Physical Systems, 1040112820150601, 2015/07 – 2016/07.
[5] International Cooperation Project with DGIST, Republic of Korea, Towards Robust Infrastructure-based Data Dissemination by Exploiting Cooperative Inter-vehicle Communication, 1042012920140662, 2014/07 – 2015/07.
2. National Project
[1] General Project of National Natural Science Foundation of China, Computing Model Deployment and Collaborative Cross Domain Optimization for Edge Intelligence of Internet of Vehicles, 62172064, 2022/01–2025/12.
[2] General Project of National Natural Science Foundation of China, Research on Architecture and Protocols for Large-scale Data Services in Converged Heterogeneous Internet of Vehicles, 61872049, 2019/01 – 2022/12.
[3] General Project of National Natural Science Foundation of China, On Multi-Channel I2V/V2V Hybrid Communication and Temporal Information Service in Internet of Vehicles, 61572088, 2016/01 – 2019/12.
3. Provincial and Ministerial Project
[1] Venture and Innovation Support Program for Chongqing Overseas Returnees, Research on Key Technologies and Applications for Cooperative Intelligence in IoV, cx2021063, 2021/11 – 2022/11.
[2] Venture and Innovation Support Program for Chongqing Overseas Returnees, Research on Architecture and Protocols for SDN-based Converged Heterogeneous IoV, cx2018016, 2018/10 – 2019/10.
[3] Natural Science Foundation of Chongqing, Research on Algorithm and Theory for On-demand Information Services in Mobile Computing Environments, cstc2017jcyjAX0026, 2017/07 – 2020/06.
4. University Project
[1] Fundamental Research Funds for the Central Universities, Research on Intelligent Service Theories and Methodologies in Software Defined Vehicular Networks. 2020CDCGJ004, 2020/01 -2020/12.
[2] Fundamental Research Funds for the Central Universities, Research on Architecture and Protocols for Software Defined Vehicular Networks in Fog Computing Paradigm, 2018CDQYJSJ0034, 2018/01 – 2019/12.
[3] Fundamental Research Funds for the Central Universities, Research on Real-time Vehicular Communication and Temporal Information Services in IoV, 106112015CDJZR185518, 2015/01 – 2016/12.
5. Company Project
[1] Cooperation Project with HuaWei, Framework Development Model Based on MindX SDK/TensorFlow in Ascend Processor Environment, H20211495, 2021/10–2021/12.
[2] Cooperation Project with HuaWei, Reference Design Development Based on MindX SDK in Ascend Processor Environment, H20211379, 2021/07–2021/12.
[3] State Grid Cooperation of China, Analysis and Application on Benchmarking based on Data Mining, 1042012920161043, 2016/12 – 2017/12.
Publication
- a) Rankings and impact factors are extracted from Journal Citation Reports(JCR) published by Clarivate at “https://jcr.clarivate.com/JCRLandingPageAction.action“.
- b) Corresponding author is marked by *.
A. Journal
[1] Penglin Dai, Feng Song, Kai Liu*, Yueyue Dai, Pan Zhou, Songtao Guo. Edge Intelligence for Adaptive Multimedia Streaming in Heterogeneous Internet of Vehicles. IEEE Transactions on Mobile Computing, to appear. [SCI] Impact Factor: 5.577 (2020), 4.725 (5-year) (JCR Rank:Q1)
[2] Xianlong Jiao, Wei Lou, Songtao Guo, Ning Wang, Chao Chen, Kai Liu. Hypergraph-based Active Minimum Delay Data Aggregation Scheduling in Wireless Powered IoT. IEEE Internet of Things Journal, to appear. [SCI] Impact Factor: 9.471 (2020), 10.127 (5-year) (JCR Rank:Q1)
[3] Xiumin Wang, Qi Jing, Pan Zhou, Kai Liu and Weiwei Wu. Minimizing the Age of Multi-Source Information with Budget Constraint in Internet of Things. IEEE Internet of Things Journal, to appear. [SCI] Impact Factor: 9.471 (2020), 10.127 (5-year) (JCR Rank:Q1)
[4] Chunhui Liu, Kai Liu*, Hualing Ren, Xincao Xu, Ruitao Xie, Jingjing Cao. RtDS: Real-time Distributed Strategy for Multi-period Task Offloading in Vehicular Edge Computing Environment. Neural Computing and Applications, to appear. [SCI] Impact Factor: 5.606 (2020), 5.573 (5-year) (JCR Rank:Q1)
[5] Yichen Liu, Pan Zhou, Lei Yang, Yulei Wu, Zichuan Xu, Kai Liu, Xiumin Wang. Privacy-Preserving Context-Based Electric Vehicle Dispatching for Energy Scheduling in Microgrids: An Online Learning Approach. IEEE Transactions on Emerging Topics in Computational Intelligence, to appear. (JCR Rank:Q1)
[6] Yuhang Xu , Wanyuan Wang , Guangwei Xiong*, Xiang Liu*, Weiwei Wu and Kai Liu. Network-Flow-Based Efficient Vehicle Dispatch for City-Scale Ride-Hailing Systems. IEEE Transactions on Intelligent Transportation Systems, to appear. [SCI] Impact Factor: 6.492 (2020), 7.253 (5-year) (JCR Rank:Q1)
[7] Jiadi Liu, Songtao Guo*, Kai Liu, Liang Feng. Resource Provision and Allocation Based on Microeconomic Theory in Mobile Edge Computing. IEEE Transactions on Services Computing, to appear. [SCI] Impact Factor: 8.216 (2020), 7.059 (5-year) (JCR Rank:Q1)
[8] Chenxin Dai, Xiumin Wang*, Kai Liu, Deyu Qi, Weiwei Lin and Pan Zhou. Stable Task Assignment for Mobile Crowdsensing with Budget Constraint. IEEE Transactions on Mobile Computing, volume 20, issue 12, pp.3439-3452, December, 2021. [SCI] Impact Factor: 5.577 (2020), 4.725 (5-year) (JCR Rank:Q1)
[9] Kai Liu*, Ke Xiao, Penglin Dai, Victor Lee, Songtao Guo and Jiannong Cao. Fog Computing Empowered Data Dissemination in Software Defined Heterogeneous VANETs. IEEE Transactions on Mobile Computing, volume 20, issue 11, pp.3181-3193, November, 2021. [SCI] Impact Factor: 5.577 (2020), 4.725 (5-year) (JCR Rank:Q1)
[10] Liangjie Zhang, Yuling Xie, Jianjun Chen, Liang Feng, Chao Chen and Kai Liu. A Study on Multiform Multi-objective Evolutionary Optimization. Memetic Computing, volume 13, issue 3, pp. 307-318, September, 2021. [SCI] Impact Factor: 5.9 (2020), 4.368 (5-year)
[11] Zhou Wu*, Junjun Wu, Mingbo Zhao, Liang Feng and Kai Liu. Two-layered Ant Colony System to Improve Engraving Robot′s Efficiency based on a Large-scale TSP Model. Neural Computing and Applications, volume 33, issue 12, pp. 6939-6949, June, 2021. [SCI] Impact Factor: 5.606 (2020), 5.573 (5-year) (JCR Rank:Q1)
[12] Lei Zhou, Liang Feng*, Kay-Chen Tan, Jinghui Zhong, Zexuan Zhu, Kai Liu and Chao Chen. Towards Adaptive Knowledge Transfer in Multifactorial Evolutionary Computation. IEEE Transactions on Cybernetics, volume 51, issue 5, pp. 2563-2576, May, 2021. [SCI] Impact Factor: 11.448 (2020), 11.507 (5-year) (JCR Rank:Q1)
[13] Ke Xiao, Kai Liu*, Xincao Xu, Liang Feng, Zhou Wu and Qiangwei Zhao. Cooperative Coding and Caching Scheduling via Binary Particle Swarm Optimization in Software Defined Vehicular Networks. Neural Computing and Applications, volume 33, issue 5, pp. 1467-1478, May, 2021. [SCI] Impact Factor: 5.606 (2020), 5.573 (5-year) (JCR Rank:Q1)
[14] Songtao Guo*, Menggang Chen, Kai Liu, Xiaofeng Liao and Bin Xiao. Robust Computation Offloading and Resource Scheduling in Cloudlet-based Mobile Cloud Computing. IEEE Transactions on Mobile Computing, volume 20, issue 5, pp. 2025-2040, May, 2021. [SCI] Impact Factor: 5.557 (2020), 4.725 (5-year) (JCR Rank:Q1)
[15] Byungjin Ko, Kai Liu*, Sang Son and Kyung-Joon Park. RSU-assisted Adaptive Scheduling for Vehicle-to-Vehicle Data Sharing in Bidirectional Road Scenarios. IEEE Transactions on Intelligent Transportation Systems, volume 22, issue 2, pp.977-989, February 2021. [SCI] Impact Factor: 6.492 (2020), 7.253 (5-year) (JCR Rank:Q1)
[16] Ke Xiao, Kai Liu*, Xincao Xu, Yi Zhou and Liang Feng. Efficient Fog-assisted Heterogeneous Data Services in Software Defined VANETs. Journal of Ambient Intelligence and Humanized Computing, volume 12, issue 1, pp.261-273, January 2021. [SCI] Impact Factor: 7.104 (2020), 6.163 (5-year) (JCR Rank:Q1)
[17] Ting Wu, Kai Liu*, Chunhua Xiao, Bingyi Liu, Qingfeng Zhuge and Edwin Sha. Multi-Granularity Space Management Scheme for Accelerating the Write Performance of In-Memory File Systems. IEEE Systems Journal, volume 14, issue 4, pp.5429-5440, December, 2020. [SCI] Impact Factor: 3.987 (2019), 4.261 (5-year) (JCR Rank:Q1)
[18] Xincao Xu, Kai Liu*, Ke Xiao, Liang Feng, Zhou Wu and Songtao Guo. Vehicular Fog Computing Enabled Real-time Collision Warning via Trajectory Calibration. Mobile Networks and Applications, volume 25, issue 6, pp. 2482-2494, December, 2020. [SCI] Impact Factor: 2.602 (2019), 2.76 (5-year)
[19] Haijun Zhang*, Donghai Li, Yuzhu Ji, Haibin Zhou, Weiwei Wu and Kai Liu. Towards New Retail: A Benchmark Dataset for Smart Unmanned Vending Machines. IEEE Transactions on Industrial Informatics, volume 16, issue 12, pp.7722-7731, December 2020. [SCI] Impact Factor: 9.112(2019), 9.008 (5-year) (JCR Rank:Q1)
[20] Qian Li, Zhou Wu*, Rui Ling, Liang Feng and Kai Liu. Multi-reservoir Echo State Computing for Solar Irradiance Prediction: a Fast yet Efficient Deep Learning Approach. Applied Soft Computing, volume 95, article number 106481, October 2020.[SCI] Impact Factor: 5.472 (2019), 5.39 (5-year) (JCR Rank:Q1)
[21] Congming Gao, Liang Shi*, Qiao Li, Kai Liu, Chun Jason Xue, Jun Yang and Youtao Zhang. Aging Capacitor Supported Cache Management Scheme for Solid State Drives. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, volume 39, issue 10, pp. 2230-2239, October 2020. [SCI] Impact Factor: 2.618(2019), 2.236 (5-year)
[22] Chunhui Liu, Kai Liu*, Songtao Guo, Ruitao Xie, Victor Lee and Sang Son. Adaptive Offloading for Time-critical Tasks in Heterogeneous Internet of Vehicles. IEEE Internet of Things Journal, volume 7, issue 9, pp.7999-8011, September 2020. [SCI] Impact Factor: 9.936(2019), 11.705 (5-year) (JCR Rank:Q1)
[23] Shanjing Chen, Chaocan Xiang*, Qing Kang, Wei Zhong, Yanlin Zhou and Kai Liu. Accurate Landslide Detection Leveraging UAV- based Aerial Remote Sensing. IET Communications, volume 15, issue 15, pp. 2434-2441, September 2020. [SCI] Impact Factor: 1.664(2019), 1.408 (5-year)
[24] Tong Wu, Pan Zhou*, Kai Liu, Yali Yuan, Xiumin Wang, Huawei Huang and Dapeng Oliver Wu. Multi-Agent Deep Reinforcement Learning for Urban Traffic Light Control in Vehicular Networks. IEEE Transactions on Vehicular Technology, volume 69, issue 8, pp. 8243-8256, August 2020. [SCI] Impact Factor: 5.379(2019), 5.119 (5-year) (JCR Rank:Q1)
[25] Penglin Dai, Zihua Hang, Kai Liu*, Xiao Wu, Huanlai Xing, Zhaofei Yu and Victor Chung Sing Lee. Multi-armed Bandit Learning for Computation-intensive Services in MEC-empowered Vehicular Networks. IEEE Transactions on Vehicular Technology, volume 69, issue 7, pp. 7821-7834, July 2020. [SCI] Impact Factor: 5.379(2019), 5.119 (5-year) (JCR Rank:Q1)
[26] Ting Wu, Xianzhang Chen, Kai Liu*, Chunhua Xiao, Zhixiang Liu, Qingfeng Zhuge and Edwin H.-M. Sha. HydraFS: An Efficient NUMA-aware In-memory File System. Cluster Computing, volume 23, issue 2, pp. 705-724,June 2020.[SCI] Impact Factor: 3.458 (2019), 2.763 (5-year) (JCR Rank:Q1)
[27] Junhua Wang, Kai Liu*, Bin Li, Tingting Liu, Ruoguang Li and Zhu Han. Delay-sensitive Multi-period Computation Offloading with Reliability Guarantees in Fog Networks. IEEE Transactions on Mobile Computing, volume 19, issue 9, pp. 2062-2075, May 2020. [SCI] Impact Factor:5.112 (2019), 4.549 (5-year) (JCR Rank:Q1)
[28] 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, volume 32, issue 9, pp. 5131-5145, May 2020. [SCI] Impact Factor: 4.774(2019), 4.627 (5-year) (JCR Rank:Q1)
[29] Congming Gao, Liang Shi*, Kai Liu, Chun Jason Xue, Jun Yang and Youtao Zhang. Boosting the Performance of SSDs via Fully Exploiting the Plane Level Parallelism. IEEE Transactions on Parallel and Distributed Systems, volume 31, issue 9, pp. 2185-2200, April 2020. [SCI] Impact Factor: 2.6 (2019), 3.747 (5-year) (JCR Rank:Q1)
[30] Feiyu Jin, Kai Liu*, Hao Zhang, Joseph K.Y. Ng, Songtao Guo, Victor C.S. Lee and Sang H. Son. Towards Scalable and Robust Indoor Tracking: Design, Implementation and Evaluation. IEEE Internet of Things Journal, volume 7, issue 2, pp. 1192-1204, February 2020. [SCI] Impact Factor: 9.936 (2019), 11.705 (5-year) (JCR Rank:Q1)
[31] Yan Lyu, Xu Liu, Hanyi Chen, Arpan Mangal, Kai Liu, Chao Chen and Brian Lim*. OD Morphing: Balancing Simplicity with Faithfulness for OD Bundling. IEEE Transactions on Visualization and Computer Graphics, volume 26, no. 1, pp. 811-821, January 2020. [SCI] Impact Factor: 4.558 (2019), 4.317 (5-year) (JCR Rank:Q1)
[32] Yan Lyu, Victor C. S. Lee, Joseph K. Y. Ng, Brian Y. Lim, Kai Liu* and Chao Chen. Flexi-Sharing: A Flexible and Personalized Taxi-Sharing System. IEEE Transactions on Vehicular Technology, volume 68, issue 10, pp. 9399-9413, October 2019. [SCI] Impact Factor: 5.339 (2018), 4.864 (5-year) (JCR Rank:Q1)
[33] Wendi Nie, Kai Liu*, Victor C.S. Lee, Yaoxin Duan and Sarana Nutanong. Vehdoop: a Scalable Analytical Processing Framework for Vehicular Sensor Networks. IEEE Transactions on Intelligent Transportation Systems, volume 20, issue 8, pp. 3104-3114, August 2019. [SCI] Impact Factor: 5.744 (2018), 6.064 (5-year) (JCR Rank:Q1)
[34] Yaoxin Duan, Kam-Yiu Lam, Victor C.S. Lee, Wendi Nie, Kai Liu, Hao Li and Chun Jason Xue. Data Rate Fingerprinting: a WLAN-based Indoor Positioning Technique for Passive Localization. IEEE Sensors Journal, volume 19, issue 15, pp. 6517-6529, August 2019. [SCI] Impact Factor: 3.076 (2018), 3.115 (5-year)
[35] 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, volume 31, issue 7, pp. 2869-2887, July 2019. [SCI] Impact Factor: 4.664 (2018), 3.570 (5-year) (JCR Rank:Q1)
[36] Kai Liu*, Xincao Xu, Mengliang Chen, Bingyi Liu, Libing Wu and Victor Lee. A Hierarchical Architecture for the Future Internet of Vehicles. IEEE Communications Magazine, volume 57, issue 7, pp. 41-47, July 2019. [SCI] Impact Factor: 10.356 (2018), 12.091 (5-year) (JCR Rank:Q1)
[37] Junhua Wang, Kai Liu*, Ke Xiao, Xiumin Wang, Qingwen Han and Victor Lee. Delay-constrained Routing via Heterogeneous Vehicular Communications in Software Defined BusNet. IEEE Transactions on Vehicular Technology, volume 68, issue 6, pp. 5957-5970, June 2019. [SCI] Impact Factor: 5.339 (2018), 4.864 (5-year) (JCR Rank:Q1)
[38] G. G. Md. Nawaz Ali, Kai Liu*, Victor C.S. Lee, Peter H.J. Chong, Yong Liang Guan and Jun Chen.Towards Efficient and Scalable Implementation for Coding-based On-demand Data Broadcast. Computer Networks, volume 154, pp. 88-104, May 2019. [SCI] Impact Factor: 3.030 (2018), 2.989 (5-year)
[39] Penglin Dai, Kai Liu*, Xiao Wu, Zhaofei Yu, Huanlai Xing and Victor C.S. Lee. Cooperative Temporal Data Dissemination in SDN-based Heterogeneous Vehicular Networks. IEEE Internet of Things Journal, volume 6, issue 1, pp. 72-83, February 2019. [SCI] Impact Factor: 9.515 (2018), 11.216 (5-year) (JCR Rank:Q1)
[40] 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. [SCI] Impact Factor: 5.744 (2018), 6.064 (5-year) (JCR Rank:Q1)
[41] Kai Liu*, Liang Feng, Penglin Dai, Victor Lee, Sang Son and 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, August 2018. [SCI] Impact Factor: 4.051 (2018), 4.713 (5-year) (JCR Rank:Q1)
[42] Xuanfan Shen, Yong Liao, Xuewu Dai, Ming Zhao, Kai Liu and Dan Wang. Joint Channel Estimation and Decoding Design for 5G-enabled V2V Channel. China Communications, volume 15, issue 7, pp. 39-46, July 2018. [SCI] Impact Factor: 1.514 (2017), 1.103 (5-year)
[43] 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. [SCI] Impact Factor: 4.432 (2017), 4.275 (5-year) (JCR Rank:Q1)
[44] 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. [SCI] Impact Factor: 4.432 (2017), 4.275 (5-year) (JCR Rank:Q1)
[45] Junhua Wang, Kai Liu*, Ke Xiao, Chao Chen, Weiwei Wu, Victor Lee and Sang 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. [SCI] Impact Factor: 4.051 (2017), 4.713 (5-year) (JCR Rank:Q1)
[46] Kai Liu*, Hao Zhang, Joseph Ng, Yusheng Xia, Liang Feng, Victor Lee and Sang 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. [SCI] Impact Factor: 6.764 (2016), 7.538 (5-year) (JCR Rank:Q1)
[47] Houling Ji, Victor Lee, Chi-Yin Chow, Kai Liu* and Guoqing Wu. Coding-based Cooperative Caching in On-demand Data Broadcast Environments. Information Sciences, volume 385, pp.138-156, 2017. [SCI] Impact Factor: 4.832 (2016), 4.732(5-year) (JCR Rank:Q1)
[48] Chao Chen*, Xia Chen, Leye Wang, Xiaojuan Ma, Zhu Wang, Kai Liu, Bin Guo and 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. [SCI] Impact Factor: 4.066 (2016), 4.057 (5-year) (JCR Rank:Q1)
[49] Jun Chen, Victor 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. [SCI] Impact Factor: 4.066 (2016), 4.057 (5-year) (JCR Rank:Q1)
[50] Weiwei Wu*, Jianping Wang, Minming Li, Kai Liu, Shan Feng, and Junzhou Luo. Energy-efficient Transmission with Data Sharing in Participatory Sensing Systems. IEEE Journal on Selected Areas in Communications, volume 34, no. 12, pp. 4048–4062, December 2016. [SCI] Impact Factor: 8.085 (2016), 7.620 (5-year) (JCR Rank:Q1)
[51] Penglin Dai, Kai Liu*, Liang Feng, Qingfeng Zhuge, Victor Lee and Sang 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. [SCI] Impact Factor: 3.805 (2016), 4.334 (5-year) (JCR Rank:Q1)
[52] Penglin Dai, Kai Liu*, Qingfeng Zhuge, Edwin Sha, Victor Lee and Sang 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. [SCI] Impact Factor: 3.724 (2016), 4.467 (5-year) (JCR Rank:Q1)
[53] Kai Liu*, Joseph Ng, Junhua Wang, Victor Lee, Weiwei Wu and Sang 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. [SCI] Impact Factor: 3.724 (2016), 4.467 (5-year) (JCR Rank:Q1)
[54] Kai Liu*, Joseph Ng, Victor Lee, Sang Son and Ivan Stojmenovic. Cooperative Data Scheduling in Hybrid Vehicular Networks: VANET as a Software Defined Network. IEEE/ACM Transactions on Networking, volume 24, issue 3, pp. 1759-1773, June 2016. [SCI] Impact Factor: 3.376 (2016), 4.011 (5-year) (JCR Rank:Q1)
[55] G. G. Md. Nawaz Ali, Victor Lee, Edward Chan, Minming Li, Kai Liu*, Jingsong Lv and Jun Chen. Admission Control based Multi-channel Data Broadcasting for Real-time Multi-item Queries. IEEE Transactions on Broadcasting, volume 60, no 4, pp. 589-605, December 2014. [SCI] Impact Factor: 2.625 (2013), 2.178 (5-year) (JCR Rank:Q1)
[56] Kai Liu, Victor Lee, Joseph Ng, Jun Chen* and Sang Son. Temporal Data Dissemination in Vehicular Cyber-Physical Systems. IEEE Transactions on Intelligent Transportation Systems, volume 15, no 6, pp. 2419-2431, December 2014. [SCI] Impact Factor: 3.064 (2012), 3.263 (5-year) (JCR Rank:Q1)
[57] Kai Liu, Victor Lee, Joseph Ng, Sang Son and Edwin Sha*. Scheduling Temporal Data with Dynamic Snapshot Consistency Requirement in Vehicular Cyber-Physical Systems. ACM Transactions on Embedded Computing Systems, volume 13, no. 5s, article 163, September 2014. [SCI] Impact Factor: 0.680 (2013), 0.967 (5-year)
[58] Kai Liu*, Hock Beng Lim, Emilio Frazzoli, Houling Ji and Victor Lee. Improving Positioning Accuracy Using GPS Pseudorange Measurements for Cooperative Vehicular Localization. IEEE Transactions on Vehicular Technology, volume 63, no. 6, pp. 2544-2556, July 2014. [SCI] Impact Factor: 2.642 (2013), 2.667 (5-year) (JCR Rank:Q1) [Corrigendum-TVT14.pdf]
[59] Jun Chen*, Victor Lee, Kai Liu, G. G. Md. Nawaz Ali and Edward Chan. Efficient Processing of Requests with Network Coding in On-demand Data Broadcast Environments. Information Sciences, volume 232, pp. 27-43, May 2013. [SCI] Impact Factor: 3.893 (2013), 3.969 (5-year) (JCR Rank:Q1)
[60] Kai Liu*, Edward Chan, Victor Lee, Krasimira Kapitanova and Sang Son. Design and Evaluation of Token-based Reservation for a Roadway System. Transportation Research Part C: Emerging Technologies, volume 26, pp. 184-202, January 2013. [SCI] Impact Factor: 2.820 (2013), 3.118 (5-year) (JCR Rank:Q1)
[61] Kai Liu* and Victor Lee. Adaptive Data Dissemination for Time-constrained Messages in Dynamic Vehicular Networks. Transportation Research Part C: Emerging Technologies, volume 21, issue 1, pp. 214-229, April 2012. [SCI] Impact Factor: 2.006 (2012), 2.433 (5-year) (JCR Rank:Q1)
[62] Kai Liu and Victor Lee*. On-demand Broadcast for Multi-item Requests in a Multiple Channel Mobile Environment. Information Sciences, volume 180, issue 22, pp. 4336-4352, November 2010. [SCI] Impact Factor:3.291 (2009), 3.089 (5-year) (JCR Rank:Q1)
[63] Victor Lee* and Kai Liu. Scheduling Time-Critical Requests for Multiple Data Objects in On-Demand Broadcast. Concurrency and Computation: Practice and Experience, volume 22, issue 15, pp. 2124-2143, October 2010. [SCI] Impact Factor: 1.791 (2008), 1.322 (5-year)
[64] Jun Chen, Victor Lee* and Kai Liu. On the Performance of Real-time Multi-item Request Scheduling in Data Broadcast Environments. Journal of Systems and Software, volume 83, issue 8, pp. 1337-1345, August 2010. [SCI] Impact Factor:1.293 (2010), 1.293 (5-year)
[65] Kai Liu and Victor Lee*. Performance Analysis of Data Scheduling Algorithms for Multi-item Requests in Multi-channel Broadcast Environments. International Journal of Communication Systems, volume 23, issue 4, pp. 529-542, April 2010. [SCI] Impact Factor: 0.394 (2008), 0.421 (5-year)
[66] Kai Liu and Victor Lee*. A Conflict Avoidance Data Allocation Algorithm in a Multi-channel Broadcast Environment. Journal of Networks, volume 5, no.3, pp. 343-350, March 2010.
[67] Kai Liu and Victor Lee*. Simulation Studies on Scheduling Requests for Multiple Data Items in On-demand Broadcast Environments. Performance Evaluation, volume 66, issue 7, pp. 368-379, July 2009. [SCI] Impact Factor:1.524 (2008), 1.564 (5-year)
B. Conference
[1] Xincao Xu, Kai Liu, Qisen Zhang, Hao Jiang, Ke Xiao, Jiangtao Luo. Age of View: A New Metric for Evaluating Heterogeneous Information Fusion in Vehicular Cyber-Physical Systems. IEEE 25th International Conference on Intelligent Transportation Systems (ITSC’22), Macau, China, October 8-12, 2022.
[2] Hualing Ren, Kai Liu, Feiyu Jin, Chunhui Liu, Yantao Li, Penglin Dai. Dependency-aware Task Offloading via End-Edge-Cloud Cooperation in Heterogeneous Vehicular Networks. IEEE 25th International Conference on Intelligent Transportation Systems (ITSC’22), Macau, China, October 8-12, 2022.
[3] Feiyu Jin, Kai Liu, Junbo Hu, Fuqiang Gu, Victor C.S. Lee, Joseph Kee-Yin Ng. Effective Vehicle Tracking in Dynamic Indoor Parking Area based on Hidden Markov Model and Online Learning. IEEE 25th International Conference on Intelligent Transportation Systems (ITSC’22), Macau, China, October 8-12, 2022.
[4] Qisen Zhang, Kai Liu, Luyao Jiang, Chengliang Zhong, Liang Feng, Hao Zhang and Ke Xiao. UAV-assisted Blind Area Pedestrian Detection via Terminal-Edge-Cloud Cooperation in VANETs. International Conference on Neural Computing and Applications (NCAA’22), Jinan, China, July 8-10, 2022. (Best Paper Award)
[5] Xuhui Wang, Xin Deng, Hao Zhang, Kai Liu and Penglin Dai. LCSW: A Novel Indoor Localization System based on CNN-SVM Model with WKNN in Wi-Fi Environments. International Conference on Neural Computing and Applications (NCAA’22), Jinan, China, July 8-10, 2022.
[6] Dong Wang, Kai Liu, Liang Feng, Penglin Dai, Weiwei Wu, Songtao Guo. Evolutionary Multitasking for Cross-domain Task Optimization via Vehicular Edge Computing. IEEE Global Communications Conference: Mobile and Wireless Networks (IEEE Globecom’21), Madrid, Spain, December 7-11, 2021.
[7] Jialai Liu, Kai Liu, Feiyu Jin, Dong Wang, Guozhi Yan and Ke Xiao. An Efficient CSI-based Pedestrian Monitoring Approach via Single Pair of WiFi Transceivers. International Conference on Neural Computing for Advanced Applications (NCAA’21), Guangzhou, China, August 27-30, 2021.
[8] Dong Li, Kai Liu, Feiyu Jin, Weiwei Wu, Xianlong Jiao, and Songtao Guo. Adaptive Uplink/Downlink Bandwidth Allocation for Dual Deadline Information Services in Vehicular Networks. The 16th International Conference on Wireless Algorithms, Systems, and Applications (WASA’21), Nanjing, China, June 25-27, 2021.
[9] Chunhui Liu, Kai Liu, Xincao Xu, Hualing Ren, Feiyu Jin and Songtao Guo. Real-time Task Offloading for Data and Computation Intensive Services in Vehicular Fog Computing Environments. IEEE International Conference on Mobility, Sensing and Networking (IEEE MSN’20), Tokyo, Japan, December 17-19, 2020.
[10] Lang Zhang, Hao Zhang, Chunhui Liu and Kai Liu. A Secure Data Request and Sharing Model Based on Consortium Blockchain in Vehicular Edge Computing Environment. IEEE International Symposium on Product Compliance Engineering-Asia (IEEE ISPCE-CN’20), Chongqing, China, November 6-8, 2020.
[11] Lingyu Huang, Liang Feng, Handing Wang, Yaqing Hou, Kai Liu and Chao Chen. A Preliminary Study of Improving Evolutionary Multiobjective Optimization via Knowledge Transfer from Singleobjective Problems. IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC’20), Toronto, Canada, October 11-14, 2020.
[12] Hualing Ren, Kai Liu, Penglin Dai, Yantao Li, Ruitao Xie and Songtao Guo. Adaptive Task Scheduling via End-Edge-Cloud Cooperation in Vehicular Networks. The 15th International Conference on Wireless Algorithms, Systems, and Applications (WASA’20), Qingdao, China, September 13-15, 2020.
[13] Huilin Jie, Kai Liu, Hao Zhang, Ruitao Xie, Weiwei Wu and Songtao Guo. AODC: Automatic Offline Database Construction for Indoor Localization in a Hybrid UWB/Wi-Fi Environment. IEEE/CIC International Conference on Communications in China (IEEE/CIC ICCC’20), Chongqing, China, August 9-11, 2020.
[14] Yi Zhou, Kai Liu, Xincao Xu, Chunhui Liu, Liang Feng and Chao Chen. Multi-period Distributed Delay-sensitive Tasks Offloading in a Two-layer Vehicular Fog Computing Architecture. International Conference on Neural Computing and Applications (NCAA’20), Shenzhen, China, July 3-6, 2020.
[15] Wei Zhou, Liang Feng, Zexuan Zhu, Kai Liu, Chao Chen and Zhou Wu. Tracking Moving Optima of Dynamic Multi-objective Problem via Prediction in Objective Space. IEEE Congress on Evolutionary Computation (IEEE WCCI-CEC’20), Glasgow, UK, July 19-24, 2020.
[16] Yi Zhou, Kai Liu, Xincao Xu, Songtao Guo, Zhou Wu, Victor Lee and Sang Son. Distributed Scheduling for Time-Critical Tasks in a Two-layer Vehicular Fog Computing Architecture. IEEE Consumer Communications and Networking Conference (IEEE CCNC’20), Las Vegas, USA, January 11-14, 2020.
[17] Chunhui Liu, Kai Liu, Hualing Ren, Yi Zhou, Liang Feng, Songtao Guo and Victor Lee. Enabling Safety-Critical and Computation-Intensive IoV Applications via Vehicular Fog Computing. The 1st International Workshop on Edge Computing and Artificial Intelligence based Sensor-Cloud System (ECAISS’ 19), Hong Kong, December 11-13, 2019.
[18] Penlin Dai, Kai Liu, Xiao Wu, Huanlai Xing, Jing Xu and Victor Lee. Joint Resource Optimization for Adaptive Multimedia Services in MEC-based Vehicular Networks. IEEE Global Communications Conference: Mobile and Wireless Networks (IEEE Globecom’19), Waikoloa, HI, USA, December, 9-13, 2019.
[19] Hao Zhang, Kai Liu, Qingxia Shang, Liang Feng, Chao Chen, Zhou Wu and Songtao Guo. Dual-band Wi-Fi based Indoor Localization via Stacked Denosing Autoencoder. IEEE Global Communications Conference: Mobile and Wireless Networks (IEEE Globecom’19), Waikoloa, HI, USA, December, 9-13, 2019.
[20] Huilin Jie, Hao Zhang, Kai Liu, Feiyu Jin, Chao Chen and Chaocan Xiang. A Fast Offline Database Construction Mechanism for Wi-Fi Fingerprint Based Localization Using Ultra-Wideband Technology. China Wireless Sensor Networks (CWSN’19), Chongqing, China, October 12-14, 2019.
[21] Wendi Nie, Yaoxin Duan, Victor C. S. Lee and Kai Liu. Supporting Data Stream Analytical Processing in Vehicular Sensor Networks. The 22nd IEEE International Conference on Intelligent Transportation Systems (IEEE ITSC’19), Auckland, New Zealand, October 27-30, 2019.
[22] Qiaolin Pu, Joseph Ng and Kai Liu. Projection-induced Access Point Deployment for Fingerprint-based Indoor Positioning. The 16th IEEE International Conference on Ubiquitous Intelligence and Computing (IEEE UIC’19), Leicester, UK, August 19-23, 2019.
[23] Hao Li, Joseph Ng and Kai Liu. Handling Fingerprint Sparsity for Wi-Fi based Indoor Localization in Complex Environments. The 16th IEEE International Conference on Ubiquitous Intelligence and Computing (IEEE UIC’19), Leicester, UK, August 19-23, 2019.
[24] Lei Zhou, Liang Feng, Kai Liu and Chao Chen, Shaojiang Deng and Tao Xiang. Towards Effective Mutation for Knowledge Transfer in Multifactorial Differential Evolution. IEEE Congress on Evolutionary Computation (IEEE CEC’19), Wellington, New Zealand, June 10-13, 2019.
[25] 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.
[26] 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.
[27] 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.
[28] Ke Xiao, Kai Liu, Junhua Wang, Yanning 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.
[29] Junhua Wang, Tingting Liu, Kai Liu, BaekGyu Kimz, Jiang Xie and Zhu Han. Computation Offloading over Fog and Cloud using Multi-Dimensional Multiple Knapsack Problem. IEEE Global Communications Conference: Wireless Communications (IEEE Globecom’18), Abu Dhabi, UAE, December 9-13, 2018.
[30] Xinchao Xu, Kai Liu, Ke Xiao, Hualing Ren, Liang Feng and Chao Chen. Design and Implementation of a Fog Computing Based Collision Warning System in VANETs. IEEE International Symposium on Productet Compliance Engineering-Asia (IEEE ISPCE-CN’18), Hong Kong/Shengzhen, December 5-7, 2018. (Best Paper Award)
[31] Penglin Dai, Kai Liu, Ke Xiao, Junhua Wang, Zhaofei Yu and Huanlai Xing. An Adaptive Task Assignment Scheme for Data Service in Heterogeneous Vehicular Networks. The 13th IEEE International Conference on Networking, Architecture, and Storage (IEEE NAS’18), Chongqing, China, October 11-14, 2018.
[32] Hao Zhang, Kai Liu, Feiyu Jin, Liang Feng, Chao Chen, Chen Zhan and 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.
[33] Hao Zhang, Yusheng Xia, Kai Liu, Feiyu Jin, Chao Chen and Yong Liao. A Kalman Filter based Indoor Tracking System via Joint Wi-Fi/PDR Localization. The 2018 International Workshop on Evolutionary Computation and Its Applications (ECIA’18), Guangzhou, China, October 8-12, 2018.
[34] 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.
[35] 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.
[36] Ruoting Ma, Lei Zhou, Kai Liu, Chao Chen and Xuefeng Xie. A Preliminary Study of Autoencoding Evolutionary Search with Selection of Problem Domains. IEEE Congress on Evolutionary Computation (IEEE WCCI–CEC’18), Rio de Janeiro, Brazil, July 8-13, 2018.
[37] Yan Ding, Chao Chen, Xuefeng Xie, Kai Liu and 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.
[38] Feiyu Jin, Kai Liu, Hao Zhang, Liang Feng, Chao Chen and 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.
[39] Yong Liao, Xuanfan Shen, Xuewu Dai, Ming Zhao, Kai Liu, Daotong Li and Xin Zhou. EKF-Based Joint Channel Estimation and Decoding Design for Non-stationary OFDM Channel. IEEE Global Communications Conference: Wireless Communications (IEEE Globecom’17), Singapore, December 4-8, 2017.
[40] 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, December 4-8, 2017.
[41] L. Zhou,L. Feng, A. Gupta, Y.-S. Ong, Kai Liu, C. Chen, E. Sha, B. Yang and B. W. Yan. Solving Dynamic Vehicle Routing Problem via Evolutionary Search with Learning Capability.IEEE Congress on Evolutionary Computation (IEEE CEC’17), San Sebastian, Spain, June 5-8, 2017.
[42] Junhua Wang, Kai Liu, Penglin Dai, Edwin Sha, Liang Feng, Chao Chen and 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, Australia, December 12-14, 2016.
[43] Penglin Dai, Kai Liu, Liang Feng, Qingfeng Zhuge, Victor Lee and Sang 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, UAE, November 7-10, 2016.
[44] Penglin Dai, Kai Liu, Qingfeng Zhuge, Edwin Sha, Victor Lee and Sang Son. A Convex Optimization Based Autonomous Intersection Control Strategy in Vehicular Cyber-Physical System.Proc. of the 13th IEEE International Conference on Ubiquitous Intelligence and Computing (IEEE UIC’16), Toulouse, France, July 18-21, 2016.
[45] Byungjin Ko, Kai Liu and Sang 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, July 18-21, 2016.
[46] Zhengbin Ye, Liang Feng, Yew-Soon Ong, Kai Liu, Chao Chen, Edwin Sha and Chit Lin Su. 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, Canada, July 25-29, 2016.
[47] Houling Ji, Victor Lee, Chi-Yin Chow, Kai Liu and 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, November 18-20, 2015. (Best Paper Award）
[48] Junhua Wang, Kai Liu, Edwin Sha, Victor Lee and Sang 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, November 18-20, 2015.
[49] Penglin Dai, Kai Liu, Qingfeng Zhuge, Edwin Sha, Victor Lee and Sang H. 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), Canary Islands, Spain, September 15-18, 2015.
[50] Weiwei Wu, Jianping Wang, Minming Li, Kai Liu and Junzhou Luo. Energy-efficient Transmission with Data Sharing.Proc. of the 34th Annual IEEE International Conference on Computer Communications (IEEE INFOCOM’15), Hong Kong, 26 April – 1 May, 2015.
[51] Yaoxing Duan, Wendi Nie, Kai Liu Qingfeng Zhuge, Edwin Sha and Victor 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, December 9-11, 2014.
[52] Kai Liu, Victor Lee, Joseph Ng, Weiwei Wu and Sang 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, August 20-22, 2014.
[53] G. G. Md. Nawaz Ali, Yuxuan Meng, Victor Lee, Kai Liu and 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, June 22-26, 2014.
[54] Kai Liu, Victor Lee, Joseph Ng and Sang Son. Scheduling Temporal Data for Real-time Requests in Roadside-to-Vehicle Communication.Proc. of the 19th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (IEEE RTCSA’13), Taipei, Taiwan, August 19-21, 2013.
[55] Hock Beng Lim, Ken Lip Ong, Jithendrian Sundaravaradan, Fei Xue, Kai Liu and Wenqiang Wang. Scaling Smart Spaces: Concept and Exploration.Proc. of the 10th Annual IEEE Consumer Communications and Networking Conference (IEEE CCNC’13-Demo), Las Vegas, Nevada, USA, January 11-14, 2013.
[56] Kai Liu and Hock Beng Lim. Positioning Accuracy Improvement via Distributed Location Estimate in Cooperative Vehicular Networks.Proc. of the 15th International IEEE Conference on Intelligent Transportation Systems (IEEE ITSC’12), Anchorage, AK, USA, September 16-19, 2012.
[57] Daiqin Yang, Fang Zhao, Kai Liu, Hock Beng Lim, Emilio Frazzoli and Daniela Rus. A GPS Pseudorange Based Cooperative Vehicular Distance Measurement Technique.Proc. of the 75th IEEE Vehicular Technology Conference (IEEE VTC’12-Spring), Yokohama, Japan, May 6-9, 2012.
[58] Kai Liu, Sang Son, Victor Lee and Krasimira Kapitanova. A Token-based Admission Control and Request Scheduling in Lane Reservation Systems.Proc. of the 14th International IEEE Conference on Intelligent Transportation Systems (IEEE ITSC’11), Washington DC, USA, October 5-7, 2011.
[59] Kai Liu and Victor Lee. RSU-based Real-time Data Access in Dynamic Vehicular Networks.Proc. of the 13th International IEEE Conference on Intelligent Transportation Systems (IEEE ITSC’10), Madeira Island, Portugal, September 19-22, 2010.
[60] Jun Chen, Kai Liu and Victor C. S. Lee. Analysis of Data Scheduling Algorithms in Supporting Real–time Multi-item Requests in On-demand Broadcast Environments.Proc. of the 8th International Workshop on Performance Modeling, Evaluation, and Optimization of Ubiquitous Computing and Networked Systems (IEEE PMEO-UCNS’09), Rome, Italy, May 25-29, 2009.
[61] Kai Liu and Victor Lee. COS: Client Oriented Scheduling for Multi-channel On-demand Broadcast. Proc. of the 3rd International Conference on Ubiquitous Information Management and Communication (ACM ICUIMC’09), SKKU, Suwon, Korea, January 15-16, 2009.
[62] Kai Liu, Victor Lee and Karl Leung. Data Scheduling for Multi-item Requests in Multi–channel On-demand Broadcast Environments.Proc. of the 7th ACM International Workshop on Data Engineering for Wireless and Mobile Access (ACM MobiDE’08), Vancouver, Canada, June 8-13, 2008.
C. Domestic Publication
[1] Congming Gao*, Liang Shi, Kai Liu, Chun Xue and Jiwu Shu. Research on Structure and Technology of Flash Solid State Disk [J]. Journal of Computer Research and Development, volume 58, issue 7, pp.1518-1532, July, 2021.
[2] Xincao Xu, Kai Liu*, Chunhui Liu, Hao Jiang, Songtao Guo and Weiwei Wu. Channel Allocation Method for Vehicle Edge Computing Based on Potential Game [J]. Chinese Journal of Electronics, volume 49, issue 5, pp.851-860, July, 2021.
[3] Shanjing Chen, Chaocan Xiang*, Qing Kang, Tao Wu, Kai Liu, Liang Feng and Tao Deng. Multi-Source Remote Sensing Based Accurate Landslide Detection Leveraging Spatial-Temporal-Spectral Feature Fusion[J]. Journal of Computer Research and Development, volume 57, issue 9, pp. 1877-1887, August 2020.
[4] Xincao Xu, Yi Zhou, Kai Liu, Chaocen Xiang, Yantao Li and Songtao Guo. Potenial Game based Distributed Channel Allocation in Vehicular Fog Computing Environments[C]. 14th China Conference on Internet of Things (CWSN’20), Dunhuang, China, September, 18-21, 2020.
[5] Chunhui Liu, Kai Liu, Mengliang Chen, Liang Feng, Zhou Wu and Songtao Guo. A Fog Computing based Traffic Abnormality Detection and Warning System[C]. 14th China Conference on Internet of Things (CWSN’19), Chongqing, China, October, 12-14, 2019.
[6] Yusheng Xia, Kai Liu*, Hao Zhang, Feiyu Jin and Linjiang Zheng. A Multilateral-confined Method for Fingerprint-based Localization: Algorithm Design and System Implementation[J]. Computer Engineering and Applications, volume 55, issue 11, pp. 250-256, June 2019.
[7] Xuanfan Shen, Yong Liao*, Xuewu Dai, Kai Liu and Dan Wang. Non-stationary and Doubly-Selective Channel Estimation Method Based on Basis Expansion Model[J], ACTA Electronic SINICA, volume 47, issue 1, pp. 204-210, January 2019.
[8] Xia Chen, Chao Chen* and Kai Liu. Scenic Travel Route Planning Based on Multi-Sourced and Heterogeneous Crowd-Sourced Data[J]. Journal of Zhejiang University, volume 50, issue 6, pp. 10-15, June 2016.
[9] Dan Liu*, Wei Liu, Chao-shu Zuo and Kai Liu. A Security WSNs Routing Protocol Based on SEC-Tree[J]. Journal of University of Electronic Science and Technology of China, volume 37, no.6, November 2008.
Professional Service
1. Guest Editor
IEEE Internet of Things Journal Special Issue on “RRCPS: Reliable and Resilient Cyber-Physical Systems”
ACM/Springer Mobile Networks &Applications (MONET) Special Issue on “Machine Learning and Intelligent Communications”
2. Organizing Committee
2022 IEEE International Symposium on Product Compliance Engineering-Asia (TPC Co-Chair)
2022 International Conference on Neural Computing for Advanced Applications (Publication Co-Chair)
2021 International Conference on Neural Computing for Advanced Applications (TPC Co-Chair)
2020 IEEE International Symposium on Product Compliance Engineering-Asia (TPC Co-Chair)
2020 International Conference on Neural Computing for Advanced Applications (Track Co-Chair)
2019 China Wireless Sensor Network Conference (Technical Program Co-Chair)
2019 IEEE International Conference on Ubiquitous Intelligence and Computing (Track Co-Chair)
2019 EAI International Conference on Machine Learning and Intelligent Communications (Web Chair)
2018 IEEE International Symposium on Product Compliance Engineering (TPC Co-Chair)
2017 International Conference on Industrial Informatics, SS on Big Data Analysis and Diagnosis for Industrial Applications (Co-Organizer)
2016 IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (Publication Chair)
2015 IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (Publicity Co-Chair)
3. Program Committee Member
The 36th ACM Symposium on Applied Computing-Cyber-Physical Systems Track (SAC’21-CPS Track)
The 2020 IEEE Global Communications Conference (GLOBECOM’20)
The 35th ACM Symposium on Applied Computing-Cyber-Physical Systems Track (SAC’20-CPS Track)
The 19th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom’20)
The 5th International Symposium on Sensor-Cloud Systems (CSC’19)
The 2019 IEEE Vehicular Networking Conference (VNC’19)
The 2019 IEEE Global Communications Conference (GLOBECOM’19)
The 17th IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA’19)
The 34th ACM Symposium on Applied Computing-Cyber-Physical Systems Track (SAC’19-CPS Track)
The 15th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC’18)
The 33rd ACM Symposium on Applied Computing-Cyber-Physical Systems Track (SAC’18-CPS Track)
The 3rd International Symposium on Sensor-Cloud Systems (CSC’17)
The 14th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC’17)
The 32nd ACM Symposium on Applied Computing-Cyber-Physical Systems Track (SAC’17-CPS Track)
The 8th iCatse Conference on Information Science and Applications (ICISA’17)
The 13th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC’16)
The 12th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC’15)
The 10th International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP’15)
The 21th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA’15)
The 20th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA’14)
The 2nd International Conference on Cyber-Physical Systems, Networks, and Applications (CPSNA’14)
International Workshop on Embedded Multi-core Systems and Applications (IWMSA’14)
The 15th IEEE International Conference on High Performance Computing and Communications (HPCC’13)
4. Journal Review
IEEE Transactions on Intelligent Transportation Systems (TITS)
IEEE Transactions on Vehicular Technology (TVT)
IEEE Transactions on Green Communications and Networking (TGCN)
IEEE Journal on Selected Areas in Communications (JSAC)
IEEE Transactions on Industrial Informatics (TII)
IEEE Transactions on Knowledge and Data Engineering (TKDE)
IEEE Transactions on Communications (ToC)
IEEE Transactions on Mobile Computing (TMC)
IEEE Transactions on Computers (TC)
ACM Transactions on Cyber Physical Systems (TCPS)
ACM Transactions on Embedded Computing Systems (TECS)
IEEE Transactions on Cybernetics
IEEE Access
Ad Hoc & Sensor Wireless Networks
Pervasive and Mobile Computing
Neural Computing and Applications
EURASIP Journal on Wireless Communications and Networking
International Journal of Distributed Sensor Networks
Journal of Information Science and Engineering
Journal of Convergence Information Technology
International Journal on Advances in Information Sciences and Service Sciences