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Kai Liu 0001
Person information

- affiliation: Chongqing University, College of Computer Science, China
- affiliation (former): Hong Kong Baptist University, Hong Kong
- affiliation (former): City University of Hong Kong, Department of Computer Science, Hong Kong
- affiliation (former): Nanyang Technological University, Singapore
- affiliation (former): University of Virginia, Charlottesville, VA, USA
Other persons with the same name
- Kai Liu — disambiguation page
- Kai Liu 0002
— Dalian University of Technology, School of Transportation and Logistics, China (and 2 more)
- Kai Liu 0003
— Sun Yat-sen University, Guangzhou Institution of Geography, China
- Kai Liu 0004
— China Research Institute of Radio Wave Propagation, Qingdao, China (and 1 more)
- Kai Liu 0005
— Beihang University, School of Electronics and Information Engineering, Beijing, China
- Kai Liu 0006
— Chinese Academy of Sciences, Institute of Geographic Sciences and Natural Resources, Beijing, China
- Kai Liu 0007
— Beijing Jiaotong University, Institute of Broadband Wireless Mobile Communications, China
- Kai Liu 0008
— Iowa State University, Department of Agricultural and Biosystems Engineering, Ames, IA, USA
- Kai Liu 0009
— Tianjin Normal University, College of Mathematical Sciences, China (and 1 more)
- Kai Liu 0010 — Chinese Academy of Sciences, Institute of Automation, Medical Image Processing Group, Beijing, China
- Kai Liu 0011
— Chinese Academy of Sciences, Nanjing Institute of Geography and Limnology, Key Laboratory of Watershed Geographic Sciences, Nanjing, China (and 3 more)
- Kai Liu 0012
— Sichuan University, School of Electrical Engineering and Information, Chengdu, China (and 1 more)
- Kai Liu 0013 — Yanshan University, School of Information Science and Engineering, Qinhuangdao, China
- Kai Liu 0014
— Beijing Institute of Technology, School of Mechanical Engineering, Intelligent Vehicle Research Center, China
- Kai Liu 0015
— China University of Mining and Technology, School of Mechanical Electronic and Information Engineering, Beijing, China
- Kai Liu 0016 — Shanghai Polytechnic University, Shanghai, China
- Kai Liu 0017 — George Mason University, Fairfax, VA, USA
- Kai Liu 0018
— Colorado School of Mines, Department of Computer Science, Golden, CO, USA
- Kai Liu 0019 — Nanjing University of Finance and Economics, College of Applied Mathematics, Nanjing, China
- Kai Liu 0020 — University of Texas at Arlington, Automation and Robotics Research Institute, Fort Worth, TX, USA
- Kai Liu 0021
— Xidian University, School of Computer Science and Technology, Xi'an, China
- Kai Liu 0022 — Nanjing University, State Key Lab for Novel Software Technology, Nanjing, China
- Kai Liu 0023 — Baidu Inc., Beijing, China
- Kai Liu 0024
— Southwest Jiaotong University, College of Electrical Engineering, Chengdu, China
- Kai Liu 0025
— Beijing University of Posts and Telecommunications, Institute of Information Photonics and Optical Communications, Beijing, China
- Kai Liu 0026
— Tianjin University, School of Electrical and Information Engineering, Tianjin, China
- Kai Liu 0027
— Beijing Normal University, School of National Safety and Emergency Management, China
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2020 – today
- 2023
- [j70]Xincao Xu
, Kai Liu, Penglin Dai, Feiyu Jin, Hualing Ren, Choujun Zhan, Songtao Guo:
Joint task offloading and resource optimization in NOMA-based vehicular edge computing: A game-theoretic DRL approach. J. Syst. Archit. 134: 102780 (2023) - [j69]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 Comput. Appl. 35(17): 12373-12387 (2023) - [j68]Penglin Dai
, Feng Song
, Kai Liu
, Yueyue Dai
, Pan Zhou
, Songtao Guo:
Edge Intelligence for Adaptive Multimedia Streaming in Heterogeneous Internet of Vehicles. IEEE Trans. Mob. Comput. 22(3): 1464-1478 (2023) - [j67]Guangli Dai
, Weiwei Wu
, Kai Liu
, Feng Shan
, Jianping Wang
, Xueyong Xu, Junzhou Luo:
Joint Sleep and Rate Scheduling With Booting Costs for Energy Harvesting Communication Systems. IEEE Trans. Mob. Comput. 22(6): 3391-3406 (2023) - [j66]Hualing Ren, Kai Liu
, Guozhi Yan, Yantao Li
, Choujun Zhan
, Songtao Guo
:
A Memetic Algorithm for Cooperative Complex Task Offloading in Heterogeneous Vehicular Networks. IEEE Trans. Netw. Sci. Eng. 10(1): 189-204 (2023) - [j65]Junxia Wang
, Jiangtao Luo
, Yongyi Ran
, Junchao Yang
, Kai Liu
, Song Guo
:
Towards Predictive Forwarding Strategy in Vehicular Named Data Networking. IEEE Trans. Veh. Technol. 72(3): 3751-3763 (2023) - [i9]Hu Ding, Ruomin Huang, Kai Liu, Haikuo Yu, Zixiu Wang:
Randomized Greedy Algorithms and Composable Coreset for k-Center Clustering with Outliers. CoRR abs/2301.02814 (2023) - 2022
- [j64]Qi Jing
, Xiumin Wang
, Pan Zhou
, Kai Liu
, Weiwei Wu
:
Minimizing the Age of Multisource Information With Budget Constraint in Internet of Things. IEEE Internet Things J. 9(8): 6173-6183 (2022) - [j63]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 Things J. 9(11): 8786-8799 (2022) - [j62]Jialai Liu, Kai Liu
, Feiyu Jin, Liangyi Gong:
Toward robust and adaptive pedestrian monitoring using CSI: design, implementation, and evaluation. Neural Comput. Appl. 34(14): 12063-12075 (2022) - [j61]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 Trans. Emerg. Top. Comput. Intell. 6(3): 462-478 (2022) - [j60]Yuhang Xu
, Wanyuan Wang
, Guangwei Xiong, Xiang Liu, Weiwei Wu
, Kai Liu
:
Network-Flow-Based Efficient Vehicle Dispatch for City-Scale Ride-Hailing Systems. IEEE Trans. Intell. Transp. Syst. 23(6): 5526-5538 (2022) - [j59]Zhou Wu
, Junjun Wu
, Yuguang Chen, Kai Liu
, Liang Feng
:
Network Rebalance and Operational Efficiency of Sharing Transportation System: Multi-Objective Optimization and Model Predictive Control Approaches. IEEE Trans. Intell. Transp. Syst. 23(10): 17119-17129 (2022) - [j58]Ruitao Xie
, Junhong Fang, Junmei Yao, Kai Liu
, Xiaohua Jia
, Kaishun Wu
:
QoS-Aware Scheduling of Remote Rendering for Interactive Multimedia Applications in Edge Computing. IEEE Trans. Parallel Distributed Syst. 33(12): 3816-3832 (2022) - [j57]Jiadi Liu
, Songtao Guo
, Kai Liu
, Liang Feng
:
Resource Provision and Allocation Based on Microeconomic Theory in Mobile Edge Computing. IEEE Trans. Serv. Comput. 15(3): 1512-1525 (2022) - [c58]Yulin Zhao, Kai Liu, Junke Li:
Analysis of the Research Status of Information Technology Education Literature in China and Abroad. HPCC/DSS/SmartCity/DependSys 2022: 2358-2361 - [c57]Junbo Hu, Kai Liu, Feiyu Jin, Guozhi Yan, Hao Zhang, Songtao Guo, Hu Min:
Effective Vehicle Lane-Change Sensing Using Onboard Smartphone Based on Temporal Convolutional Network. ICA3PP 2022: 139-153 - [c56]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. ITSC 2022: 1407-1413 - [c55]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. ITSC 2022: 1420-1426 - [c54]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. ITSC 2022: 3762-3767 - [c53]Hao Jiang, Penglin Dai, Kai Liu, Feiyu Jin, Hualing Ren, Songtao Guo:
Traffic Event Augmentation via Vehicular Edge Computing: A Vehicle ReID based Solution. MSN 2022: 633-640 - [c52]Chaofan Chen, Wendi Nie, Yaoxin Duan, Victor C. S. Lee, Kai Liu, Huamin Li:
An Adaptive Data Rate-Based Task Offloading Scheme in Vehicular Networks. MSN 2022: 877-884 - [c51]Xuhui Wang, Xin Deng, Hao Zhang, Kai Liu, Penglin Dai:
LCSW: A Novel Indoor Localization System Based on CNN-SVM Model with WKNN in Wi-Fi Environments. NCAA (2) 2022: 162-176 - [i8]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. CoRR abs/2208.00358 (2022) - [i7]Xincao Xu, Kai Liu, Penglin Dai, Ruitao Xie, Jiangtao Luo:
Cooperative Sensing and Heterogeneous Information Fusion in VCPS: A Multi-agent Deep Reinforcement Learning Approach. CoRR abs/2209.12265 (2022) - [i6]Xincao Xu, Kai Liu, Penglin Dai, Feiyu Jin, Hualing Ren, Choujun Zhan, Songtao Guo:
Joint Task Offloading and Resource Optimization in NOMA-based Vehicular Edge Computing: A Game-Theoretic DRL Approach. CoRR abs/2209.12749 (2022) - [i5]Xincao Xu, Kai Liu, Penglin Dai, Biwen Chen:
Enabling Digital Twin in Vehicular Edge Computing: A Multi-Agent Multi-Objective Deep Reinforcement Learning Solution. CoRR abs/2210.17386 (2022) - [i4]Xincao Xu, Kai Liu, Penglin Dai, Hao Zhang, Ke Xiao:
Maximizing Quality and Minimizing Cost for VCPS in ISAC-Based Vehicular Networks: A Deep Reinforcement Learning Approach. CoRR abs/2211.00007 (2022) - 2021
- [j56]Ke Xiao, Kai Liu, Xincao Xu
, Yi Zhou, Liang Feng:
Efficient fog-assisted heterogeneous data services in software defined VANETs. J. Ambient Intell. Humaniz. Comput. 12(1): 261-273 (2021) - [j55]Liangjie Zhang, Yuling Xie, Jianjun Chen, Liang Feng, Chao Chen, Kai Liu:
A study on multiform multi-objective evolutionary optimization. Memetic Comput. 13(3): 307-318 (2021) - [j54]Ke Xiao, Kai Liu
, Xincao Xu
, Liang Feng, Zhou Wu, Qiangwei Zhao:
Cooperative coding and caching scheduling via binary particle swarm optimization in software-defined vehicular networks. Neural Comput. Appl. 33(5): 1467-1478 (2021) - [j53]Zhou Wu
, Junjun Wu, Mingbo Zhao, Liang Feng, Kai Liu:
Two-layered ant colony system to improve engraving robot's efficiency based on a large-scale TSP model. Neural Comput. Appl. 33(12): 6939-6949 (2021) - [j52]Lei Zhou
, Liang Feng
, Kay Chen Tan
, Jinghui Zhong
, Zexuan Zhu
, Kai Liu
, Chao Chen
:
Toward Adaptive Knowledge Transfer in Multifactorial Evolutionary Computation. IEEE Trans. Cybern. 51(5): 2563-2576 (2021) - [j51]Byungjin Ko
, Kai Liu
, Sang Hyuk Son
, Kyung-Joon Park
:
RSU-Assisted Adaptive Scheduling for Vehicle-to-Vehicle Data Sharing in Bidirectional Road Scenarios. IEEE Trans. Intell. Transp. Syst. 22(2): 977-989 (2021) - [j50]Menggang Chen, Songtao Guo
, Kai Liu
, Xiaofeng Liao
, Bin Xiao
:
Robust Computation Offloading and Resource Scheduling in Cloudlet-Based Mobile Cloud Computing. IEEE Trans. Mob. Comput. 20(5): 2025-2040 (2021) - [j49]Kai Liu
, Ke Xiao, Penglin Dai
, Victor C. S. Lee
, Songtao Guo, Jiannong Cao
:
Fog Computing Empowered Data Dissemination in Software Defined Heterogeneous VANETs. IEEE Trans. Mob. Comput. 20(11): 3181-3193 (2021) - [j48]Chenxin Dai, Xiumin Wang
, Kai Liu
, Deyu Qi, Weiwei Lin
, Pan Zhou
:
Stable Task Assignment for Mobile Crowdsensing With Budget Constraint. IEEE Trans. Mob. Comput. 20(12): 3439-3452 (2021) - [j47]Xiangping Bryce Zhai, Li Li
, Xuedong Zhao, Yunlong Zhao, Kai Liu:
Real-Time Task Allocation of Heterogeneous Unmanned Aerial Vehicles for Search and Prosecute Mission. Wirel. Commun. Mob. Comput. 2021: 5516086:1-5516086:13 (2021) - [c50]Dong Wang, Kai Liu, Liang Feng, Penglin Dai, Weiwei Wu, Songtao Guo:
Evolutionary Multitasking for Cross-domain Task Optimization via Vehicular Edge Computing. GLOBECOM 2021: 1-6 - [c49]Dong Li, Kai Liu, Feiyu Jin, Weiwei Wu, Xianlong Jiao, Songtao Guo:
Adaptive Uplink/Downlink Bandwidth Allocation for Dual Deadline Information Services in Vehicular Networks. WASA (2) 2021: 430-441 - 2020
- [j46]Qian Li, Zhou Wu
, Rui Ling, Liang Feng, Kai Liu:
Multi-reservoir echo state computing for solar irradiance prediction: A fast yet efficient deep learning approach. Appl. Soft Comput. 95: 106481 (2020) - [j45]Ting Wu, Xianzhang Chen, Kai Liu
, Chunhua Xiao, Zhixiang Liu, Qingfeng Zhuge, Edwin H.-M. Sha:
HydraFS: an efficient NUMA-aware in-memory file system. Clust. Comput. 23(2): 705-724 (2020) - [j44]Feiyu Jin, Kai Liu
, Hao Zhang, Joseph Kee-Yin Ng
, Songtao Guo, Victor C. S. Lee
, Sang Hyuk Son
:
Toward Scalable and Robust Indoor Tracking: Design, Implementation, and Evaluation. IEEE Internet Things J. 7(2): 1192-1204 (2020) - [j43]Chunhui Liu
, Kai Liu
, Songtao Guo, Ruitao Xie
, Victor C. S. Lee
, Sang Hyuk Son
:
Adaptive Offloading for Time-Critical Tasks in Heterogeneous Internet of Vehicles. IEEE Internet Things J. 7(9): 7999-8011 (2020) - [j42]Xiangping Bryce Zhai, Congduan Li, Kai Liu:
Editorial: Machine Learning and Intelligent Wireless Communications (MLICOM 2019). Mob. Networks Appl. 25(6): 2409-2411 (2020) - [j41]Xincao Xu
, Kai Liu, Ke Xiao, Liang Feng, Zhou Wu, Songtao Guo:
Vehicular Fog Computing Enabled Real-Time Collision Warning via Trajectory Calibration. Mob. Networks Appl. 25(6): 2482-2494 (2020) - [j40]Hao Zhang, Kai Liu
, Feiyu Jin, Liang Feng, Victor C. S. Lee, Joseph Kee-Yin Ng:
A scalable indoor localization algorithm based on distance fitting and fingerprint mapping in Wi-Fi environments. Neural Comput. Appl. 32(9): 5131-5145 (2020) - [j39]Ting Wu, Kai Liu
, Chunhua Xiao
, Bingyi Liu, Qingfeng Zhuge, Edwin H.-M. Sha
:
Multigranularity Space Management Scheme for Accelerating the Write Performance of In-Memory File Systems. IEEE Syst. J. 14(4): 5429-5440 (2020) - [j38]Congming Gao
, Liang Shi
, Qiao Li
, Kai Liu
, Chun Jason Xue, Jun Yang, Youtao Zhang
:
Aging Capacitor Supported Cache Management Scheme for Solid-State Drives. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(10): 2230-2239 (2020) - [j37]Haijun Zhang
, Donghai Li, Yuzhu Ji, Haibin Zhou, Weiwei Wu
, Kai Liu
:
Toward New Retail: A Benchmark Dataset for Smart Unmanned Vending Machines. IEEE Trans. Ind. Informatics 16(12): 7722-7731 (2020) - [j36]Junhua Wang, Kai Liu
, Bin Li
, Tingting Liu
, Ruoguang Li
, Zhu Han
:
Delay-Sensitive Multi-Period Computation Offloading with Reliability Guarantees in Fog Networks. IEEE Trans. Mob. Comput. 19(9): 2062-2075 (2020) - [j35]Congming Gao
, Liang Shi
, Kai Liu
, Chun Jason Xue, Jun Yang, Youtao Zhang
:
Boosting the Performance of SSDs via Fully Exploiting the Plane Level Parallelism. IEEE Trans. Parallel Distributed Syst. 31(9): 2185-2200 (2020) - [j34]Yan Lyu, Xu Liu, Hanyi Chen, Arpan Mangal, Kai Liu, Chao Chen, Brian Y. Lim:
OD Morphing: Balancing Simplicity with Faithfulness for OD Bundling. IEEE Trans. Vis. Comput. Graph. 26(1): 811-821 (2020) - [j33]Penglin Dai
, Zihua Hang
, Kai Liu
, Xiao Wu
, Huanlai Xing
, Zhaofei Yu
, Victor Chung Sing Lee
:
Multi-Armed Bandit Learning for Computation-Intensive Services in MEC-Empowered Vehicular Networks. IEEE Trans. Veh. Technol. 69(7): 7821-7834 (2020) - [j32]Tong Wu, Pan Zhou
, Kai Liu
, Yali Yuan
, Xiumin Wang
, Huawei Huang
, Dapeng Oliver Wu
:
Multi-Agent Deep Reinforcement Learning for Urban Traffic Light Control in Vehicular Networks. IEEE Trans. Veh. Technol. 69(8): 8243-8256 (2020) - [c48]Yi Zhou, Kai Liu, Xincao Xu, Songtao Guo, Zhou Wu, Victor Lee, Sang Hyuk Son:
Distributed Scheduling for Time-Critical Tasks in a Two-layer Vehicular Fog Computing Architecture. CCNC 2020: 1-7 - [c47]Wei Zhou, Liang Feng, Zexuan Zhu, Kai Liu, Chao Chen, Zhou Wu:
Tracking Moving Optima of Dynamic Multi-objective Problem via Prediction in Objective Space. CEC 2020: 1-8 - [c46]Huilin Jie, Kai Liu, Hao Zhang, Ruitao Xie
, Weiwei Wu, Songtao Guo:
AODC: Automatic Offline Database Construction for Indoor Localization in a Hybrid UWB/Wi-Fi Environment. ICCC 2020: 324-329 - [c45]Chunhui Liu, Kai Liu, Xincao Xu
, Hualing Ren, Feiyu Jin, Songtao Guo:
Real-time Task Offloading for Data and Computation Intensive Services in Vehicular Fog Computing Environments. MSN 2020: 360-366 - [c44]Lingyu Huang, Liang Feng, Handing Wang, Yaqing Hou, Kai Liu, Chao Chen:
A Preliminary Study of Improving Evolutionary Multi-Objective Optimization via Knowledge Transfer from Single-Objective Problems. SMC 2020: 1552-1559 - [c43]Hualing Ren, Kai Liu, Penglin Dai, Yantao Li, Ruitao Xie
, Songtao Guo:
Adaptive Task Scheduling via End-Edge-Cloud Cooperation in Vehicular Networks. WASA (1) 2020: 407-419 - [i3]Xincao Xu, Kai Liu, Ke Xiao, Liang Feng, Zhou Wu, Songtao Guo:
Vehicular Fog Computing Enabled Real-time Collision Warning via Trajectory Calibration. CoRR abs/2005.11508 (2020)
2010 – 2019
- 2019
- [j31]Kai Liu, Xincao Xu
, Mengliang Chen, Bingyi Liu, Libing Wu
, Victor C. S. Lee:
A Hierarchical Architecture for the Future Internet of Vehicles. IEEE Commun. Mag. 57(7): 41-47 (2019) - [j30]G. G. Md. Nawaz Ali, Kai Liu, Victor C. S. Lee, Peter H. J. Chong, Yong Liang Guan, Jun Chen:
Towards efficient and scalable implementation for coding-based on-demand data broadcast. Comput. Networks 154: 88-104 (2019) - [j29]Penglin Dai
, Kai Liu
, Xiao Wu
, Zhaofei Yu
, Huanlai Xing
, Victor Chung Sing Lee
:
Cooperative Temporal Data Dissemination in SDN-Based Heterogeneous Vehicular Networks. IEEE Internet Things J. 6(1): 72-83 (2019) - [j28]Yaoxin Duan
, Victor C. S. Lee, Kam-yiu Lam, Wendi Nie
, Kai Liu
:
A cross-layer design for data dissemination in vehicular ad hoc networks. Neural Comput. Appl. 31(7): 2869-2887 (2019) - [j27]Penglin Dai, Kai Liu
, Liang Feng
, Haijun Zhang
, Victor Chung Sing Lee
, Sang Hyuk Son
, Xiao Wu
:
Temporal Information Services in Large-Scale Vehicular Networks Through Evolutionary Multi-Objective Optimization. IEEE Trans. Intell. Transp. Syst. 20(1): 218-231 (2019) - [j26]Wendi Nie
, Kai Liu, Victor C. S. Lee
, Yaoxin Duan
, Sarana Nutanong:
Vehdoop: A Scalable Analytical Processing Framework for Vehicular Sensor Networks. IEEE Trans. Intell. Transp. Syst. 20(8): 3104-3114 (2019) - [j25]Junhua Wang, Kai Liu
, Ke Xiao, Xiumin Wang
, Qingwen Han, Victor Chung Sing Lee
:
Delay-Constrained Routing via Heterogeneous Vehicular Communications in Software Defined BusNet. IEEE Trans. Veh. Technol. 68(6): 5957-5970 (2019) - [j24]Yan Lyu
, Victor C. S. Lee
, Joseph Kee-Yin Ng
, Brian Y. Lim, Kai Liu
, Chao Chen
:
Flexi-Sharing: A Flexible and Personalized Taxi-Sharing System. IEEE Trans. Veh. Technol. 68(10): 9399-9413 (2019) - [c42]Lei Zhou, Liang Feng, Kai Liu, Chao Chen, Shaojiang Deng, Tao Xiang, Siwei Jiang:
Towards Effective Mutation for Knowledge Transfer in Multifactorial Differential Evolution. CEC 2019: 1541-1547 - [c41]Huilin Jie, Hao Zhang, Kai Liu, Feiyu Jin, Chao Chen, Chaocan Xiang:
A Fast Offline Database Construction Mechanism for Wi-Fi Fingerprint Based Localization Using Ultra-Wideband Technology. CWSN 2019: 289-301 - [c40]Penglin Dai, Kai Liu, Xiao Wu, Huanlai Xing
, Jing Xu, Victor C. S. Lee:
Joint Resource Optimization for Adaptive Multimedia Services in MEC-Based Vehicular Networks. GLOBECOM 2019: 1-6 - [c39]Hao Zhang, Kai Liu, Qingxia Shang, Liang Feng, Chao Chen, Zhou Wu, Songtao Guo:
Dual-Band Wi-Fi Based Indoor Localization via Stacked Denosing Autoencoder. GLOBECOM 2019: 1-6 - [c38]Penglin Dai, Kai Liu, Xiao Wu, Huanlai Xing
, Zhaofei Yu, Victor C. S. Lee:
A Learning Algorithm for Real-Time Service in Vehicular Networks with Mobile-Edge Computing. ICC 2019: 1-6 - [c37]Feiyu Jin, Kai Liu, Hao Zhang, Weiwei Wu, Jingjing Cao, Xiangping Bryce Zhai:
A Zero Site-Survey Overhead Indoor Tracking System using Particle Filter. ICC 2019: 1-7 - [c36]Wendi Nie, Yaoxin Duan
, Victor C. S. Lee, Kai Liu:
Supporting Data Stream Analytical Processing in Vehicular Sensor Networks. ITSC 2019: 2127-2134 - [c35]Chunhui Liu, Kai Liu, Hualing Ren, Yi Zhou, Liang Feng, Songtao Guo, Victor Lee:
Enabling Safety-Critical and Computation-Intensive IoV Applications via Vehicular Fog Computing. MSN 2019: 378-383 - [c34]Qiaolin Pu, Joseph Kee-Yin Ng, Kai Liu:
Projection-Induced Access Point Deployment for Fingerprint-Based Indoor Positioning. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 1093-1100 - [c33]Penglin Dai, Kai Liu, Xiao Wu, Huanlai Xing
, Victor C. S. Lee:
Multi-objective Optimization for Network Resource Management in Heterogeneous Vehicular Networks. WCNC 2019: 1-6 - [c32]Ke Xiao, Kai Liu, Junhua Wang, Yanning Yang, Liang Feng, Jingjing Cao, Victor C. S. Lee:
A Fog Computing Paradigm for Efficient Information Services in VANET. WCNC 2019: 1-7 - [e1]Songtao Guo, Kai Liu, Chao Chen, Hongyu Huang:
Wireless Sensor Networks - 13th China Conference, CWSN 2019, Chongqing, China, October 12-14, 2019, Revised Selected Papers. Communications in Computer and Information Science 1101, Springer 2019, ISBN 978-981-15-1784-6 [contents] - 2018
- [j23]Kai Liu
, Hao Zhang, Joseph Kee-Yin Ng
, Yusheng Xia, Liang Feng
, Victor C. S. Lee
, Sang Hyuk Son
:
Toward Low-Overhead Fingerprint-Based Indoor Localization via Transfer Learning: Design, Implementation, and Evaluation. IEEE Trans. Ind. Informatics 14(3): 898-908 (2018) - [j22]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 Trans. Intell. Transp. Syst. 19(6): 1913-1924 (2018) - [j21]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 Trans. Intell. Transp. Syst. 19(8): 2420-2431 (2018) - [j20]Wendi Nie
, Victor C. S. Lee
, Dusit Niyato
, Yaoxin Duan
, Kai Liu
, Sarana Nutanong:
A Quality-Oriented Data Collection Scheme in Vehicular Sensor Networks. IEEE Trans. Veh. Technol. 67(7): 5570-5584 (2018) - [j19]Penglin Dai
, Kai Liu
, Xiao Wu, Yong Liao, Victor Chung Sing Lee
, Sang Hyuk Son
:
Bandwidth Efficiency and Service Adaptiveness Oriented Data Dissemination in Heterogeneous Vehicular Networks. IEEE Trans. Veh. Technol. 67(7): 6585-6598 (2018) - [c31]Ruoting Mal, Lei Zhou, Kai Liu, Chao Chen, Xuefeng Xie:
A Preliminary Study of Autoencoding Evolutionary Search with Selection of Problem Domains. CEC 2018: 1-8 - [c30]Wei Zhou, Liang Feng, Siwei Jiang, Shu Zhang, Yaqing Hou, Yew-Soon Ong
, Zexuan Zhu, Kai Liu:
A Preliminary Study of Adaptive Indicator Based Evolutionary Algorithm for Dynamic Multiobjective Optimization via Autoencoding. CEC 2018: 1-7 - [c29]Junhua Wang, Tingting Liu, Kai Liu, BaekGyu Kim, Jiang Xie, Zhu Han:
Computation Offloading Over Fog and Cloud Using Multi-Dimensional Multiple Knapsack Problem. GLOBECOM 2018: 1-7 - [c28]Xuanfan Shen, Yong Liao, Xuewu Dai, Daotong Li, Kai Liu:
BEM-based EKF-RTSS Channel Estimation for Non-stationary Doubly-selective Channel. ICCC 2018: 536-541 - [c27]Penglin Dai, Kai Liu, Ke Xiao, Junhua Wang, Zhaofei Yu, Huanlai Xing
:
An Adaptive Task Assignment Scheme for Data Service in Heterogeneous Vehicular Networks. NAS 2018: 1-4 - [c26]Feiyu Jin, Kai Liu, Hao Zhang, Liang Feng, Chao Chen, Weiwei Wu:
Towards Scalable Indoor Localization with Particle Filter and Wi-Fi Fingerprint. SECON 2018: 464-465 - [c25]Yan Ding, Chao Chen, Xuefeng Xie, Kai Liu, Liang Feng:
An Online Trajectory Compression System Applied to Resource-Constrained GPS Devices in Vehicles. SECON 2018: 477-479 - [c24]Hao Zhang, Kai Liu, Feiyu Jin, Chao Chen, Chen Zhan, Jianjun Li, Liang Feng:
An Annulus Local Search Based Localization (ALSL) Algorithm in Indoor Wi-Fi Environments. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2018: 887-892 - [c23]Hao Zhang, Yusheng Xia, Kai Liu, Feiyu Jin, Chao Chen, Yong Liao:
A Kalman Filter Based Indoor Tracking System via Joint Wi-Fi/PDR Localization. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2018: 1444-1449 - 2017
- [j18]Houling Ji, Victor C. S. Lee, Chi-Yin Chow, Kai Liu
, Guoqing Wu:
Coding-based cooperative caching in on-demand data broadcast environments. Inf. Sci. 385: 138-156 (2017) - [j17]Jun Chen, Victor C. S. Lee, Kai Liu, Jianjun Li:
Efficient Cache Management for Network-Coding-Assisted Data Broadcast. IEEE Trans. Veh. Technol. 66(4): 3361-3375 (2017) - [j16]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 Trans. Veh. Technol. 66(7): 5723-5736 (2017) - [c22]Yong Liao, Xuanfan Shen, Xuewu Dai, Ming Zhao, Kai Liu, Daotong Li, Xin Zhou:
EKF-Based Joint Channel Estimation and Decoding Design for Non-Stationary OFDM Channel. GLOBECOM 2017: 1-6 - [c21]Kai Liu, Liang Feng, Penglin Dai, Weiwei Wu, Victor C. S. Lee, Sang Hyuk Son:
A Memetic Algorithm for Cache-Aided Data Broadcast with Network Coding in Vehicular Networks. GLOBECOM 2017: 1-6 - 2016
- [j15]Weiwei Wu
, Jianping Wang, Minming Li
, Kai Liu, Feng Shan, Junzhou Luo:
Energy-Efficient Transmission With Data Sharing in Participatory Sensing Systems. IEEE J. Sel. Areas Commun. 34(12): 4048-4062 (2016) - [j14]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 Trans. Intell. Transp. Syst. 17(6): 1509-1520 (2016) - [j13]Penglin Dai, Kai Liu, Qingfeng Zhuge, Edwin Hsing-Mean Sha, Victor Chung Sing Lee, Sang Hyuk Son:
Quality-of-Experience-Oriented Autonomous Intersection Control in Vehicular Networks. IEEE Trans. Intell. Transp. Syst. 17(7): 1956-1967 (2016) - [j12]Kai Liu, Joseph Kee-Yin Ng, Victor C. S. Lee, Sang Hyuk Son, Ivan Stojmenovic:
Cooperative Data Scheduling in Hybrid Vehicular Ad Hoc Networks: VANET as a Software Defined Network. IEEE/ACM Trans. Netw. 24(3): 1759-1773 (2016) - [c20]Zhenbin Ye, Liang Feng, Yew-Soon Ong
, Kai Liu, Chao Chen, Edwin Hsing-Mean Sha:
A preliminary study on distance selection in probabilistic memetic framework for capacitated arc routing problem. CEC 2016: 1687-1694 - [c19]Junhua Wang, Kai Liu, Penglin Dai, Edwin Hsing-Mean Sha, Liang Feng, Chao Chen, Chunhua Xiao:
Cooperative Information Services Based on Predictable Trajectories in Bus-VANETs. HPCC/SmartCity/DSS 2016: 951-958 - [c18]Penglin Dai, Kai Liu, Liang Feng, Qingfeng Zhuge, Victor Chung Sing Lee, Sang Hyuk Son:
Towards Real-Time and Temporal Information Services in Vehicular Networks via Multi-Objective Optimization. LCN 2016: 671-679 - [c17]