Kai Liu - RankMe

187 papers A* 2A 2B 20C 5Journal 111Unranked 45

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	BDGraS: Bandwidth-adaptive dual-relation gravity model for efficient cooperative vehicle selection in autonomous driving. Comput. Networks Yalong Li, Lei Zhong, Yangfei Lin, Zhaoyang Du, Kai Liu, Wugedele Bao, Celimuge Wu
2026	J	`jnl`	Incentive Mechanism for Heterogeneous Federated Learning With Budget Constraint. IEEE Trans. Emerg. Top. Comput. Intell. Wanwei Xu, Xiumin Wang, Wing W. Y. Ng, Kai Liu
2025	J	`jnl`	A Lyapunov Optimization Approach for Long-Term Task Assignment in Vehicular Crowdsensing. IEEE Trans. Consumer Electron. Xuhui Guo, Xiumin Wang, Weijian Pan, Weiwei Wu, Kai Liu
2025	J	`jnl`	A Multi-Agent Cooperative Attention Framework for Joint Control of Traffic Signal and Vehicles. IEEE Trans. Consumer Electron. Guozhi Yan, Zuoxiu Yang, Weizhen Han, Bingyi Liu, Kai Liu
2025	J	`jnl`	A Multiagent DRL-Based Method for Cooperatively Determining Coordination and Lane Change of Vehicles at Signal-Free Intersections With Free-Direction Lanes. IEEE Internet Things J. Wendi Nie, Deya Gao, Chaofan Liu, Yaoxin Duan, Victor C. S. Lee, Kai Liu, Chun Jason Xue, Guan Gui, Sang Hyuk Son
2025	J	`jnl`	Cooperative Vehicle Re-Identification via Multiview Matching and Multipose Alignment. IEEE Internet Things J. Zhibo Qiu, Guozhi Yan, Jiang Peng, Jie Zhang, Kai Liu
2025	J	`jnl`	Fairness-Aware Client Selection and Payment Determination for Differentially Private Federated Learning. IEEE Trans. Inf. Forensics Secur. Xin Zhao, Xiumin Wang, Weiwei Lin, Wing W. Y. Ng, Kai Liu
2025	J	`jnl`	Guest Editorial of the Special section on Edge Intelligence and Its Applications to Consumer Electronics. IEEE Trans. Consumer Electron. Kai Liu, Song Guo, Penglin Dai, Rui Tan, Shan Du
2025	J	`jnl`	Joint Optimization of Device Placement and Model Partitioning for Cooperative DNN Inference in Heterogeneous Edge Computing. IEEE Trans. Mob. Comput. Penglin Dai, Biao Han, Ke Li, Xincao Xu, Huanlai Xing, Kai Liu
2025	J	`jnl`	MS-Loc: Toward Pervasive Indoor Localization Utilizing Mobile Single Site. IEEE Internet Things J. Wendi Nie, Xiaoyang Wang, Zexing Liu, Yaoxin Duan, Kam-yiu Lam, Kai Liu, Joseph Kee-Yin Ng, Chun Jason Xue
2025	J	`jnl`	Multi-Agent Reinforcement Learning for Freshness-Aware Data Sensing Model in Vehicular Crowdsensing Systems. IEEE Trans. Serv. Comput. Penglin Dai, Xin Wang, Yue Xiang, Xiao Wu, Junhua Wang, Kai Liu
2025	J	`jnl`	Pervasive Indoor User Identification Leveraging Mobile Single-Station Localization. IEEE Internet Things J. Wendi Nie, Zexing Liu, Xiaoyang Wang, Yaoxin Duan, Kam-yiu Lam, Kai Liu, Joseph Kee-Yin Ng, Chun Jason Xue, Guan Gui
2025	J	`jnl`	Redundant task offloading with dual-reliability in MEC-assisted vehicular networks. Veh. Commun. Yaoxin Duan, Wendi Nie, Victor C. S. Lee, Kai Liu
2024	J	`jnl`	A Cooperative Vehicle Localization and Trajectory Prediction Framework Based on Belief Propagation and Transformer Model. IEEE Trans. Consumer Electron. Feiyu Jin, Kai Liu, Chunhui Liu, Tongtong Cheng, Hao Zhang, Victor C. S. Lee
2024	J	`jnl`	An Approximation Algorithm for Joint Data Uploading and Task Offloading in IoV. IEEE Trans. Consumer Electron. Hualing Ren, Kai Liu, Chunhui Liu, Guozhi Yan, Yantao Li
2024	J	`jnl`	Context-Aware Offloading for Edge-Assisted On-Device Video Analytics Through Online Learning Approach. IEEE Trans. Mob. Comput. Penglin Dai, Yangyang Chao, Xiao Wu, Kai Liu, Songtao Guo
2024	J	`jnl`	Cooperative Sensing and Heterogeneous Information Fusion in VCPS: A Multi-Agent Deep Reinforcement Learning Approach. IEEE Trans. Intell. Transp. Syst. Xincao Xu, Kai Liu, Penglin Dai, Ruitao Xie, Jingjing Cao, Jiangtao Luo
2024	J	`jnl`	Cooperative Sensing and Uploading for Quality-Cost Tradeoff of Digital Twins in VEC. IEEE Trans. Consumer Electron. Kai Liu, Xincao Xu, Penglin Dai, Biwen Chen
2024	J	`jnl`	Corrections to "Toward Adaptive Knowledge Transfer in Multifactorial Evolutionary Computation". IEEE Trans. Cybern. Lei Zhou, Liang Feng, Kay Chen Tan, Jinghui Zhong, Zexuan Zhu, Kai Liu, Chao Chen
2024	J	`jnl`	Distributed Convex Relaxation for Heterogeneous Task Replication in Mobile Edge Computing. IEEE Trans. Mob. Comput. Penglin Dai, Biao Han, Xiao Wu, Huanlai Xing, Bingyi Liu, Kai Liu
2024	J	`jnl`	Edge Intelligence for Internet of Vehicles: A Survey. IEEE Trans. Consumer Electron. Guozhi Yan, Kai Liu, Chunhui Liu, Jie Zhang
2024	J	`jnl`	EventAugment: Learning Augmentation Policies From Asynchronous Event-Based Data. IEEE Trans. Cogn. Dev. Syst. Fuqiang Gu, Jiarui Dou, Mingyan Li, Xianlei Long, Songtao Guo, Chao Chen, Kai Liu, Xianlong Jiao, Ruiyuan Li
2024	J	`jnl`	Freshness and Security-Aware Cache Update in Blockchain-Based Vehicular Edge Networks. IEEE Trans. Consumer Electron. Penglin Dai, Yaorong Huang, Xiao Wu, Ke Li, Huanlai Xing, Kai Liu
2024	J	`jnl`	Improving Open Intent Detection via Triplet-Contrastive Learning and Adaptive Boundary. IEEE Trans. Consumer Electron. Guanhua Chen, Qiqi Xu, Choujun Zhan, Fu Lee Wang, Kai Liu, Hai Liu, Tianyong Hao
2024	—	`book`	Toward Connected, Cooperative and Intelligent IoV - Frontier Technologies and Applications Kai Liu, Penglin Dai, Victor C. S. Lee, Joseph Kee-Yin Ng, Sang Hyuk Son
2024	—	`conf`	Toward Low Overhead and Real-Time Multi-vehicle Collaborative Perception via V2V Communication. WASA (2) Minxuan Huang, Hualing Ren, Chuzhao Li, Yixin Xiong, Zhibo Qiu, Qiaoling Xiong, Kai Liu
2024	J	`jnl`	Toward Reliable DNN-Based Task Partitioning and Offloading in Vehicular Edge Computing. IEEE Trans. Consumer Electron. Chunhui Liu, Kai Liu
2024	—	`conf`	Towards Communication-Efficient Collaborative Perception: Harnessing Channel-Spatial Attention and Knowledge Distillation. WASA (3) Fei Wang, Penglin Dai, Chuzhao Li, Zhangjie Meng, Kai Liu
2024	—	`conf`	Towards Efficient Federated Learning via Vehicle Selection and Resource Optimization in IoV. NCAA (2) Nan Gong, Guozhi Yan, Hao Zhang, Ke Xiao, Zuoxiu Yang, Chuzhao Li, Kai Liu
2024	J	`jnl`	Truthful Auction Mechanisms for Dependent Task Offloading in Vehicular Edge Computing. IEEE Trans. Mob. Comput. Hualing Ren, Kai Liu, Guozhi Yan, Chunhui Liu, Yantao Li, Chuzhao Li, Weiwei Wu
2024	—	`conf`	V2ICooper: Toward Vehicle-to-Infrastructure Cooperative Perception with Spatiotemporal Asynchronous Fusion. WASA (3) Sheng Yi, Hao Zhang, Feiyu Jin, Yiyang Hu, Rongzhen Li, Kai Liu
2024	J	`jnl`	V2IViewer: Towards Efficient Collaborative Perception via Point Cloud Data Fusion and Vehicle-to-Infrastructure Communications. IEEE Trans. Netw. Sci. Eng. Sheng Yi, Hao Zhang, Kai Liu
2023	—	`conf`	A Fine-Grained Vehicle Behavior Recognition Framework: Struct Segment Temporal Convolutional Network. ITSC Guozhi Yan, Kai Liu, Junbo Hu, Feiyu Jin, Hao Zhang
2023	J	`jnl`	A Memetic Algorithm for Cooperative Complex Task Offloading in Heterogeneous Vehicular Networks. IEEE Trans. Netw. Sci. Eng. Hualing Ren, Kai Liu, Guozhi Yan, Yantao Li, Choujun Zhan, Songtao Guo
2023	—	`conf`	ASPM: Reliability-Oriented DNN Inference Partition and Offloading in Vehicular Edge Computing. ITSC Guozhi Yan, Chunhui Liu, Kai Liu
2023	J	`jnl`	Accelerating DNN Inference With Reliability Guarantee in Vehicular Edge Computing. IEEE/ACM Trans. Netw. Kai Liu, Chunhui Liu, Guozhi Yan, Victor C. S. Lee, Jiannong Cao
2023	—	`conf`	Cooperative Data Uploading and Task Offloading via Markov-Approximation in Heterogeneous Vehicular Networks. ITSC Hualing Ren, Kai Liu, Yantao Li, Penglin Dai, Ke Xiao
2023	J	`jnl`	Edge Intelligence for Adaptive Multimedia Streaming in Heterogeneous Internet of Vehicles. IEEE Trans. Mob. Comput. Penglin Dai, Feng Song, Kai Liu, Yueyue Dai, Pan Zhou, Songtao Guo
2023	A*	`conf`	EdgeVO: An Efficient and Accurate Edge-based Visual Odometry. ICRA Hui Zhao, Jianga Shang, Kai Liu, Chao Chen, Fuqiang Gu
2023	J	`jnl`	EdgeVO: An Efficient and Accurate Edge-based Visual Odometry. CoRR Hui Zhao, Jianga Shang, Kai Liu, Chao Chen, Fuqiang Gu
2023	B	`conf`	Efficient and Accurate Indoor/Outdoor Detection with Deep Spiking Neural Networks. GLOBECOM Fangming Guo, Xianlei Long, Kai Liu, Chao Chen, Haiyong Luo, Jianga Shang, Fuqiang Gu
2023	—	`conf`	Joint Data Routing and Service Migration via Evolutionary Multitasking Optimization in Vehicular Networks. NCAA (2) Yangkai Zhou, Hualing Ren, Ke Xiao, Kai Liu
2023	J	`jnl`	Joint Sleep and Rate Scheduling With Booting Costs for Energy Harvesting Communication Systems. IEEE Trans. Mob. Comput. Guangli Dai, Weiwei Wu, Kai Liu, Feng Shan, Jianping Wang, Xueyong Xu, Junzhou Luo
2023	J	`jnl`	Joint task offloading and resource optimization in NOMA-based vehicular edge computing: A game-theoretic DRL approach. J. Syst. Archit. Xincao Xu, Kai Liu, Penglin Dai, Feiyu Jin, Hualing Ren, Choujun Zhan, Songtao Guo
2023	—	`conf`	LiDAR based Cooperative Sensing in Vehicular Edge Computing. MSN Luyao Jiang, Kai Liu, Chunhui Liu, Hualing Ren, Guozhi Yan, Feiyu Jin, Songtao Guo
2023	J	`jnl`	Randomized Greedy Algorithms and Composable Coreset for k-Center Clustering with Outliers. CoRR Hu Ding, Ruomin Huang, Kai Liu, Haikuo Yu, Zixiu Wang
2023	J	`jnl`	RtDS: real-time distributed strategy for multi-period task offloading in vehicular edge computing environment. Neural Comput. Appl. Chunhui Liu, Kai Liu, Hualing Ren, Xincao Xu, Ruitao Xie, Jingjing Cao
2023	J	`jnl`	Towards Predictive Forwarding Strategy in Vehicular Named Data Networking. IEEE Trans. Veh. Technol. Junxia Wang, Jiangtao Luo, Yongyi Ran, Junchao Yang, Kai Liu, Song Guo
2023	J	`jnl`	Towards Robust WiFi Fingerprint-Based Vehicle Tracking in Dynamic Indoor Parking Environments: An Online Learning Framework. IEEE Trans. Mob. Comput. Kai Liu, Feiyu Jin, Junbo Hu, Ruitao Xie, Fuqiang Gu, Songtao Guo, Jiangtao Luo
2022	—	`conf`	Age of View: A New Metric for Evaluating Heterogeneous Information Fusion in Vehicular Cyber-Physical Systems. ITSC Xincao Xu, Kai Liu, Qisen Zhang, Hao Jiang, Ke Xiao, Jiangtao Luo
2022	J	`jnl`	Age of View: A New Metric for Evaluating Heterogeneous Information Fusion in Vehicular Cyber-Physical Systems. CoRR Xincao Xu, Kai Liu, Qisen Zhang, Hao Jiang, Ke Xiao, Jiangtao Luo
2022	—	`conf`	An Adaptive Data Rate-Based Task Offloading Scheme in Vehicular Networks. MSN Chaofan Chen, Wendi Nie, Yaoxin Duan, Victor C. S. Lee, Kai Liu, Huamin Li
2022	—	`conf`	Analysis of the Research Status of Information Technology Education Literature in China and Abroad. HPCC/DSS/SmartCity/DependSys Yulin Zhao, Kai Liu, Junke Li
2022	J	`jnl`	Cooperative Sensing and Heterogeneous Information Fusion in VCPS: A Multi-agent Deep Reinforcement Learning Approach. CoRR Xincao Xu, Kai Liu, Penglin Dai, Ruitao Xie, Jiangtao Luo
2022	—	`conf`	Dependency-aware Task Offloading via End-Edge-Cloud Cooperation in Heterogeneous Vehicular Networks. ITSC Hualing Ren, Kai Liu, Feiyu Jin, Chunhui Liu, Yantao Li, Penglin Dai
2022	C	`conf`	Effective Vehicle Lane-Change Sensing Using Onboard Smartphone Based on Temporal Convolutional Network. ICA3PP Junbo Hu, Kai Liu, Feiyu Jin, Guozhi Yan, Hao Zhang, Songtao Guo, Hu Min
2022	—	`conf`	Effective Vehicle Tracking in Dynamic Indoor Parking Area based on Hidden Markov Model and Online Learning. ITSC Feiyu Jin, Kai Liu, Junbo Hu, Fuqiang Gu, Victor C. S. Lee, Joseph Kee-Yin Ng
2022	J	`jnl`	Enabling Digital Twin in Vehicular Edge Computing: A Multi-Agent Multi-Objective Deep Reinforcement Learning Solution. CoRR Xincao Xu, Kai Liu, Penglin Dai, Biwen Chen
2022	J	`jnl`	Hypergraph-Based Active Minimum Delay Data Aggregation Scheduling in Wireless-Powered IoT. IEEE Internet Things J. Xianlong Jiao, Wei Lou, Songtao Guo, Ning Wang, Chao Chen, Kai Liu
2022	J	`jnl`	Joint Task Offloading and Resource Optimization in NOMA-based Vehicular Edge Computing: A Game-Theoretic DRL Approach. CoRR Xincao Xu, Kai Liu, Penglin Dai, Feiyu Jin, Hualing Ren, Choujun Zhan, Songtao Guo
2022	—	`conf`	LCSW: A Novel Indoor Localization System Based on CNN-SVM Model with WKNN in Wi-Fi Environments. NCAA (2) Xuhui Wang, Xin Deng, Hao Zhang, Kai Liu, Penglin Dai
2022	J	`jnl`	Maximizing Quality and Minimizing Cost for VCPS in ISAC-Based Vehicular Networks: A Deep Reinforcement Learning Approach. CoRR Xincao Xu, Kai Liu, Penglin Dai, Hao Zhang, Ke Xiao
2022	J	`jnl`	Minimizing the Age of Multisource Information With Budget Constraint in Internet of Things. IEEE Internet Things J. Qi Jing, Xiumin Wang, Pan Zhou, Kai Liu, Weiwei Wu
2022	J	`jnl`	Network Rebalance and Operational Efficiency of Sharing Transportation System: Multi-Objective Optimization and Model Predictive Control Approaches. IEEE Trans. Intell. Transp. Syst. Zhou Wu, Junjun Wu, Yuguang Chen, Kai Liu, Liang Feng
2022	J	`jnl`	Network-Flow-Based Efficient Vehicle Dispatch for City-Scale Ride-Hailing Systems. IEEE Trans. Intell. Transp. Syst. Yuhang Xu, Wanyuan Wang, Guangwei Xiong, Xiang Liu, Weiwei Wu, Kai Liu
2022	J	`jnl`	Privacy-Preserving Context-Based Electric Vehicle Dispatching for Energy Scheduling in Microgrids: An Online Learning Approach. IEEE Trans. Emerg. Top. Comput. Intell. Yichen Liu, Pan Zhou, Lei Yang, Yulei Wu, Zichuan Xu, Kai Liu, Xiumin Wang
2022	J	`jnl`	QoS-Aware Scheduling of Remote Rendering for Interactive Multimedia Applications in Edge Computing. IEEE Trans. Parallel Distributed Syst. Ruitao Xie, Junhong Fang, Junmei Yao, Kai Liu, Xiaohua Jia, Kaishun Wu
2022	J	`jnl`	Resource Provision and Allocation Based on Microeconomic Theory in Mobile Edge Computing. IEEE Trans. Serv. Comput. Jiadi Liu, Songtao Guo, Kai Liu, Liang Feng
2022	A	`conf`	Sublinear time algorithms for greedy selection in high dimensions. UAI Qi Chen, Kai Liu, Ruilong Yao, Hu Ding
2022	J	`jnl`	Toward robust and adaptive pedestrian monitoring using CSI: design, implementation, and evaluation. Neural Comput. Appl. Jialai Liu, Kai Liu, Feiyu Jin, Liangyi Gong
2022	—	`conf`	Traffic Event Augmentation via Vehicular Edge Computing: A Vehicle ReID based Solution. MSN Hao Jiang, Penglin Dai, Kai Liu, Feiyu Jin, Hualing Ren, Songtao Guo
2022	—	`conf`	UAV-Assisted Blind Area Pedestrian Detection via Terminal-Edge-Cloud Cooperation in VANETs. NCAA (2) Qisen Zhang, Kai Liu, Luyao Jiang, Chengliang Zhong, Liang Feng, Hao Zhang, Ke Xiao
2021	J	`jnl`	A study on multiform multi-objective evolutionary optimization. Memetic Comput. Liangjie Zhang, Yuling Xie, Jianjun Chen, Liang Feng, Chao Chen, Kai Liu
2021	—	`conf`	Adaptive Uplink/Downlink Bandwidth Allocation for Dual Deadline Information Services in Vehicular Networks. WASA (2) Dong Li, Kai Liu, Feiyu Jin, Weiwei Wu, Xianlong Jiao, Songtao Guo
2021	—	`conf`	An Efficient CSI-Based Pedestrian Monitoring Approach via Single Pair of WiFi Transceivers. NCAA Jialai Liu, Kai Liu, Feiyu Jin, Dong Wang, Guozhi Yan, Ke Xiao
2021	J	`jnl`	Cooperative coding and caching scheduling via binary particle swarm optimization in software-defined vehicular networks. Neural Comput. Appl. Ke Xiao, Kai Liu, Xincao Xu, Liang Feng, Zhou Wu, Qiangwei Zhao
2021	J	`jnl`	Efficient fog-assisted heterogeneous data services in software defined VANETs. J. Ambient Intell. Humaniz. Comput. Ke Xiao, Kai Liu, Xincao Xu, Yi Zhou, Liang Feng
2021	B	`conf`	Evolutionary Multitasking for Cross-domain Task Optimization via Vehicular Edge Computing. GLOBECOM Dong Wang, Kai Liu, Liang Feng, Penglin Dai, Weiwei Wu, Songtao Guo
2021	J	`jnl`	Fog Computing Empowered Data Dissemination in Software Defined Heterogeneous VANETs. IEEE Trans. Mob. Comput. Kai Liu, Ke Xiao, Penglin Dai, Victor C. S. Lee, Songtao Guo, Jiannong Cao
2021	J	`jnl`	RSU-Assisted Adaptive Scheduling for Vehicle-to-Vehicle Data Sharing in Bidirectional Road Scenarios. IEEE Trans. Intell. Transp. Syst. Byungjin Ko, Kai Liu, Sang Hyuk Son, Kyung-Joon Park
2021	J	`jnl`	Real-Time Task Allocation of Heterogeneous Unmanned Aerial Vehicles for Search and Prosecute Mission. Wirel. Commun. Mob. Comput. Xiangping Bryce Zhai, Li Li, Xuedong Zhao, Yunlong Zhao, Kai Liu
2021	J	`jnl`	Robust Computation Offloading and Resource Scheduling in Cloudlet-Based Mobile Cloud Computing. IEEE Trans. Mob. Comput. Menggang Chen, Songtao Guo, Kai Liu, Xiaofeng Liao, Bin Xiao
2021	J	`jnl`	Stable Task Assignment for Mobile Crowdsensing With Budget Constraint. IEEE Trans. Mob. Comput. Chenxin Dai, Xiumin Wang, Kai Liu, Deyu Qi, Weiwei Lin, Pan Zhou
2021	J	`jnl`	Toward Adaptive Knowledge Transfer in Multifactorial Evolutionary Computation. IEEE Trans. Cybern. Lei Zhou, Liang Feng, Kay Chen Tan, Jinghui Zhong, Zexuan Zhu, Kai Liu, Chao Chen
2021	J	`jnl`	Two-layered ant colony system to improve engraving robot's efficiency based on a large-scale TSP model. Neural Comput. Appl. Zhou Wu, Junjun Wu, Mingbo Zhao, Liang Feng, Kai Liu
2020	B	`conf`	A Preliminary Study of Improving Evolutionary Multi-Objective Optimization via Knowledge Transfer from Single-Objective Problems. SMC Lingyu Huang, Liang Feng, Handing Wang, Yaqing Hou, Kai Liu, Chao Chen
2020	J	`jnl`	A scalable indoor localization algorithm based on distance fitting and fingerprint mapping in Wi-Fi environments. Neural Comput. Appl. Hao Zhang, Kai Liu, Feiyu Jin, Liang Feng, Victor C. S. Lee, Joseph Kee-Yin Ng
2020	C	`conf`	AODC: Automatic Offline Database Construction for Indoor Localization in a Hybrid UWB/Wi-Fi Environment. ICCC Huilin Jie, Kai Liu, Hao Zhang, Ruitao Xie, Weiwei Wu, Songtao Guo
2020	J	`jnl`	Accurate landslide detection leveraging UAV-based aerial remote sensing. IET Commun. Shanjing Chen, Chaocan Xiang, Qing Kang, Wei Zhong, Yanlin Zhou, Kai Liu
2020	J	`jnl`	Adaptive Offloading for Time-Critical Tasks in Heterogeneous Internet of Vehicles. IEEE Internet Things J. Chunhui Liu, Kai Liu, Songtao Guo, Ruitao Xie, Victor C. S. Lee, Sang Hyuk Son
2020	—	`conf`	Adaptive Task Scheduling via End-Edge-Cloud Cooperation in Vehicular Networks. WASA (1) Hualing Ren, Kai Liu, Penglin Dai, Yantao Li, Ruitao Xie, Songtao Guo
2020	J	`jnl`	Aging Capacitor Supported Cache Management Scheme for Solid-State Drives. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Congming Gao, Liang Shi, Qiao Li, Kai Liu, Chun Jason Xue, Jun Yang, Youtao Zhang
2020	J	`jnl`	Boosting the Performance of SSDs via Fully Exploiting the Plane Level Parallelism. IEEE Trans. Parallel Distributed Syst. Congming Gao, Liang Shi, Kai Liu, Chun Jason Xue, Jun Yang, Youtao Zhang
2020	J	`jnl`	Delay-Sensitive Multi-Period Computation Offloading with Reliability Guarantees in Fog Networks. IEEE Trans. Mob. Comput. Junhua Wang, Kai Liu, Bin Li, Tingting Liu, Ruoguang Li, Zhu Han
2020	—	`conf`	Distributed Scheduling for Time-Critical Tasks in a Two-layer Vehicular Fog Computing Architecture. CCNC Yi Zhou, Kai Liu, Xincao Xu, Songtao Guo, Zhou Wu, Victor Lee, Sang Hyuk Son
2020	J	`jnl`	Editorial: Machine Learning and Intelligent Wireless Communications (MLICOM 2019). Mob. Networks Appl. Xiangping Bryce Zhai, Congduan Li, Kai Liu
2020	J	`jnl`	HydraFS: an efficient NUMA-aware in-memory file system. Clust. Comput. Ting Wu, Xianzhang Chen, Kai Liu, Chunhua Xiao, Zhixiang Liu, Qingfeng Zhuge, Edwin H.-M. Sha
2020	J	`jnl`	Multi-Agent Deep Reinforcement Learning for Urban Traffic Light Control in Vehicular Networks. IEEE Trans. Veh. Technol. Tong Wu, Pan Zhou, Kai Liu, Yali Yuan, Xiumin Wang, Huawei Huang, Dapeng Oliver Wu
2020	J	`jnl`	Multi-Armed Bandit Learning for Computation-Intensive Services in MEC-Empowered Vehicular Networks. IEEE Trans. Veh. Technol. Penglin Dai, Zihua Hang, Kai Liu, Xiao Wu, Huanlai Xing, Zhaofei Yu, Victor Chung Sing Lee
2020	—	`conf`	Multi-period Distributed Delay-Sensitive Tasks Offloading in a Two-Layer Vehicular Fog Computing Architecture. NCAA Yi Zhou, Kai Liu, Xincao Xu, Chunhui Liu, Liang Feng, Chao Chen
2020	J	`jnl`	Multi-reservoir echo state computing for solar irradiance prediction: A fast yet efficient deep learning approach. Appl. Soft Comput. Qian Li, Zhou Wu, Rui Ling, Liang Feng, Kai Liu
2020	J	`jnl`	Multigranularity Space Management Scheme for Accelerating the Write Performance of In-Memory File Systems. IEEE Syst. J. Ting Wu, Kai Liu, Chunhua Xiao, Bingyi Liu, Qingfeng Zhuge, Edwin H.-M. Sha
2020	J	`jnl`	OD Morphing: Balancing Simplicity with Faithfulness for OD Bundling. IEEE Trans. Vis. Comput. Graph. Yan Lyu, Xu Liu, Hanyi Chen, Arpan Mangal, Kai Liu, Chao Chen, Brian Y. Lim
2020	—	`conf`	Real-time Task Offloading for Data and Computation Intensive Services in Vehicular Fog Computing Environments. MSN Chunhui Liu, Kai Liu, Xincao Xu, Hualing Ren, Feiyu Jin, Songtao Guo
2020	C	`conf`	Sentiment Analysis of Chinese E-commerce Reviews Based on BERT. INDIN Song Xie, Jingjing Cao, Zhou Wu, Kai Liu, Xiaohui Tao, Haoran Xie
2020	J	`jnl`	Toward New Retail: A Benchmark Dataset for Smart Unmanned Vending Machines. IEEE Trans. Ind. Informatics Haijun Zhang, Donghai Li, Yuzhu Ji, Haibin Zhou, Weiwei Wu, Kai Liu
2020	J	`jnl`	Toward Scalable and Robust Indoor Tracking: Design, Implementation, and Evaluation. IEEE Internet Things J. Feiyu Jin, Kai Liu, Hao Zhang, Joseph Kee-Yin Ng, Songtao Guo, Victor C. S. Lee, Sang Hyuk Son
2020	B	`conf`	Tracking Moving Optima of Dynamic Multi-objective Problem via Prediction in Objective Space. CEC Wei Zhou, Liang Feng, Zexuan Zhu, Kai Liu, Chao Chen, Zhou Wu
2020	J	`jnl`	Vehicular Fog Computing Enabled Real-Time Collision Warning via Trajectory Calibration. Mob. Networks Appl. Xincao Xu, Kai Liu, Ke Xiao, Liang Feng, Zhou Wu, Songtao Guo
2020	J	`jnl`	Vehicular Fog Computing Enabled Real-time Collision Warning via Trajectory Calibration. CoRR Xincao Xu, Kai Liu, Ke Xiao, Liang Feng, Zhou Wu, Songtao Guo
2019	—	`conf`	A Fast Offline Database Construction Mechanism for Wi-Fi Fingerprint Based Localization Using Ultra-Wideband Technology. CWSN Huilin Jie, Hao Zhang, Kai Liu, Feiyu Jin, Chao Chen, Chaocan Xiang
2019	B	`conf`	A Fog Computing Paradigm for Efficient Information Services in VANET. WCNC Ke Xiao, Kai Liu, Junhua Wang, Yanning Yang, Liang Feng, Jingjing Cao, Victor C. S. Lee
2019	J	`jnl`	A Hierarchical Architecture for the Future Internet of Vehicles. IEEE Commun. Mag. Kai Liu, Xincao Xu, Mengliang Chen, Bingyi Liu, Libing Wu, Victor C. S. Lee
2019	—	`conf`	A Learning Algorithm for Real-Time Service in Vehicular Networks with Mobile-Edge Computing. ICC Penglin Dai, Kai Liu, Xiao Wu, Huanlai Xing, Zhaofei Yu, Victor C. S. Lee
2019	—	`conf`	A Zero Site-Survey Overhead Indoor Tracking System using Particle Filter. ICC Feiyu Jin, Kai Liu, Hao Zhang, Weiwei Wu, Jingjing Cao, Xiangping Zhai
2019	J	`jnl`	A cross-layer design for data dissemination in vehicular ad hoc networks. Neural Comput. Appl. Yaoxin Duan, Victor C. S. Lee, Kam-yiu Lam, Wendi Nie, Kai Liu
2019	J	`jnl`	Cooperative Temporal Data Dissemination in SDN-Based Heterogeneous Vehicular Networks. IEEE Internet Things J. Penglin Dai, Kai Liu, Xiao Wu, Zhaofei Yu, Huanlai Xing, Victor Chung Sing Lee
2019	J	`jnl`	Delay-Constrained Routing via Heterogeneous Vehicular Communications in Software Defined BusNet. IEEE Trans. Veh. Technol. Junhua Wang, Kai Liu, Ke Xiao, Xiumin Wang, Qingwen Han, Victor Chung Sing Lee
2019	B	`conf`	Dual-Band Wi-Fi Based Indoor Localization via Stacked Denosing Autoencoder. GLOBECOM Hao Zhang, Kai Liu, Qingxia Shang, Liang Feng, Chao Chen, Zhou Wu, Songtao Guo
2019	—	`conf`	Enabling Safety-Critical and Computation-Intensive IoV Applications via Vehicular Fog Computing. MSN Chunhui Liu, Kai Liu, Hualing Ren, Yi Zhou, Liang Feng, Songtao Guo, Victor Lee
2019	J	`jnl`	Flexi-Sharing: A Flexible and Personalized Taxi-Sharing System. IEEE Trans. Veh. Technol. Yan Lyu, Victor C. S. Lee, Joseph Kee-Yin Ng, Brian Y. Lim, Kai Liu, Chao Chen
2019	J	`jnl`	Guest Editorial Special Issue on RRCPS: Reliable and Resilient Cyber-Physical Systems. IEEE Internet Things J. Kyungtae Kang, Insup Lee, Kai Liu, Man-Ki Yoon, Kyung-Joon Park
2019	B	`conf`	Joint Resource Optimization for Adaptive Multimedia Services in MEC-Based Vehicular Networks. GLOBECOM Penglin Dai, Kai Liu, Xiao Wu, Huanlai Xing, Jing Xu, Victor C. S. Lee
2019	B	`conf`	Multi-objective Optimization for Network Resource Management in Heterogeneous Vehicular Networks. WCNC Penglin Dai, Kai Liu, Xiao Wu, Huanlai Xing, Victor C. S. Lee
2019	—	`conf`	Projection-Induced Access Point Deployment for Fingerprint-Based Indoor Positioning. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI Qiaolin Pu, Joseph Kee-Yin Ng, Kai Liu
2019	—	`conf`	Supporting Data Stream Analytical Processing in Vehicular Sensor Networks. ITSC Wendi Nie, Yaoxin Duan, Victor C. S. Lee, Kai Liu
2019	J	`jnl`	Temporal Information Services in Large-Scale Vehicular Networks Through Evolutionary Multi-Objective Optimization. IEEE Trans. Intell. Transp. Syst. Penglin Dai, Kai Liu, Liang Feng, Haijun Zhang, Victor Chung Sing Lee, Sang Hyuk Son, Xiao Wu
2019	B	`conf`	Towards Effective Mutation for Knowledge Transfer in Multifactorial Differential Evolution. CEC Lei Zhou, Liang Feng, Kai Liu, Chao Chen, Shaojiang Deng, Tao Xiang, Siwei Jiang
2019	J	`jnl`	Towards efficient and scalable implementation for coding-based on-demand data broadcast. Comput. Networks G. G. Md. Nawaz Ali, Kai Liu, Victor C. S. Lee, Peter H. J. Chong, Yong Liang Guan, Jun Chen
2019	J	`jnl`	Vehdoop: A Scalable Analytical Processing Framework for Vehicular Sensor Networks. IEEE Trans. Intell. Transp. Syst. Wendi Nie, Kai Liu, Victor C. S. Lee, Yaoxin Duan, Sarana Nutanong
2019	—	`ed.`	Wireless Sensor Networks - 13th China Conference, CWSN 2019, Chongqing, China, October 12-14, 2019, Revised Selected Papers CWSN Songtao Guo, Kai Liu, Chao Chen, Hongyu Huang
2018	—	`conf`	A Kalman Filter Based Indoor Tracking System via Joint Wi-Fi/PDR Localization. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI Hao Zhang, Yusheng Xia, Kai Liu, Feiyu Jin, Chao Chen, Yong Liao
2018	B	`conf`	A Preliminary Study of Adaptive Indicator Based Evolutionary Algorithm for Dynamic Multiobjective Optimization via Autoencoding. CEC Wei Zhou, Liang Feng, Siwei Jiang, Shu Zhang, Yaqing Hou, Yew-Soon Ong, Zexuan Zhu, Kai Liu
2018	B	`conf`	A Preliminary Study of Autoencoding Evolutionary Search with Selection of Problem Domains. CEC Ruoting Mal, Lei Zhou, Kai Liu, Chao Chen, Xuefeng Xie
2018	J	`jnl`	A Quality-Oriented Data Collection Scheme in Vehicular Sensor Networks. IEEE Trans. Veh. Technol. Wendi Nie, Victor C. S. Lee, Dusit Niyato, Yaoxin Duan, Kai Liu, Sarana Nutanong
2018	—	`conf`	An Adaptive Task Assignment Scheme for Data Service in Heterogeneous Vehicular Networks. NAS Penglin Dai, Kai Liu, Ke Xiao, Junhua Wang, Zhaofei Yu, Huanlai Xing
2018	—	`conf`	An Annulus Local Search Based Localization (ALSL) Algorithm in Indoor Wi-Fi Environments. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI Hao Zhang, Kai Liu, Feiyu Jin, Chao Chen, Chen Zhan, Jianjun Li, Liang Feng
2018	B	`conf`	An Online Trajectory Compression System Applied to Resource-Constrained GPS Devices in Vehicles. SECON Yan Ding, Chao Chen, Xuefeng Xie, Kai Liu, Liang Feng
2018	C	`conf`	BEM-based EKF-RTSS Channel Estimation for Non-stationary Doubly-selective Channel. ICCC Xuanfan Shen, Yong Liao, Xuewu Dai, Daotong Li, Kai Liu
2018	J	`jnl`	Bandwidth Efficiency and Service Adaptiveness Oriented Data Dissemination in Heterogeneous Vehicular Networks. IEEE Trans. Veh. Technol. Penglin Dai, Kai Liu, Xiao Wu, Yong Liao, Victor Chung Sing Lee, Sang Hyuk Son
2018	J	`jnl`	Coding-Assisted Broadcast Scheduling via Memetic Computing in SDN-Based Vehicular Networks. IEEE Trans. Intell. Transp. Syst. Kai Liu, Liang Feng, Penglin Dai, Victor C. S. Lee, Sang Hyuk Son, Jiannong Cao
2018	B	`conf`	Computation Offloading Over Fog and Cloud Using Multi-Dimensional Multiple Knapsack Problem. GLOBECOM Junhua Wang, Tingting Liu, Kai Liu, BaekGyu Kim, Jiang Xie, Zhu Han
2018	J	`jnl`	Dynamic Clustering and Cooperative Scheduling for Vehicle-to-Vehicle Communication in Bidirectional Road Scenarios. IEEE Trans. Intell. Transp. Syst. Junhua Wang, Kai Liu, Ke Xiao, Chao Chen, Weiwei Wu, Victor C. S. Lee, Sang Hyuk Son
2018	J	`jnl`	Toward Low-Overhead Fingerprint-Based Indoor Localization via Transfer Learning: Design, Implementation, and Evaluation. IEEE Trans. Ind. Informatics Kai Liu, Hao Zhang, Joseph Kee-Yin Ng, Yusheng Xia, Liang Feng, Victor C. S. Lee, Sang Hyuk Son
2018	B	`conf`	Towards Scalable Indoor Localization with Particle Filter and Wi-Fi Fingerprint. SECON Feiyu Jin, Kai Liu, Hao Zhang, Liang Feng, Chao Chen, Weiwei Wu
2017	B	`conf`	A Memetic Algorithm for Cache-Aided Data Broadcast with Network Coding in Vehicular Networks. GLOBECOM Kai Liu, Liang Feng, Penglin Dai, Weiwei Wu, Victor C. S. Lee, Sang Hyuk Son
2017	J	`jnl`	Coding-based cooperative caching in on-demand data broadcast environments. Inf. Sci. Houling Ji, Victor C. S. Lee, Chi-Yin Chow, Kai Liu, Guoqing Wu
2017	B	`conf`	EKF-Based Joint Channel Estimation and Decoding Design for Non-Stationary OFDM Channel. GLOBECOM Yong Liao, Xuanfan Shen, Xuewu Dai, Ming Zhao, Kai Liu, Daotong Li, Xin Zhou
2017	J	`jnl`	Efficient Cache Management for Network-Coding-Assisted Data Broadcast. IEEE Trans. Veh. Technol. Jun Chen, Victor C. S. Lee, Kai Liu, Jianjun Li
2017	J	`jnl`	MA-SSR: A Memetic Algorithm for Skyline Scenic Routes Planning Leveraging Heterogeneous User-Generated Digital Footprints. IEEE Trans. Veh. Technol. Chao Chen, Xia Chen, Leye Wang, Xiaojuan Ma, Zhu Wang, Kai Liu, Bin Guo, Zhen Zhou
2016	—	`conf`	A Convex Optimization Based Autonomous Intersection Control Strategy in Vehicular Cyber-Physical Systems. UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld Penglin Dai, Kai Liu, Qingfeng Zhuge, Edwin Hsing-Mean Sha, Victor Chung Sing Lee, Sang Hyuk Son
2016	B	`conf`	A preliminary study on distance selection in probabilistic memetic framework for capacitated arc routing problem. CEC Zhenbin Ye, Liang Feng, Yew-Soon Ong, Kai Liu, Chao Chen, Edwin Hsing-Mean Sha
2016	J	`jnl`	Cooperative Data Scheduling in Hybrid Vehicular Ad Hoc Networks: VANET as a Software Defined Network. IEEE/ACM Trans. Netw. Kai Liu, Joseph Kee-Yin Ng, Victor C. S. Lee, Sang Hyuk Son, Ivan Stojmenovic
2016	—	`conf`	Cooperative Information Services Based on Predictable Trajectories in Bus-VANETs. HPCC/SmartCity/DSS Junhua Wang, Kai Liu, Penglin Dai, Edwin Hsing-Mean Sha, Liang Feng, Chao Chen, Chunhua Xiao
2016	J	`jnl`	Energy-Efficient Transmission With Data Sharing in Participatory Sensing Systems. IEEE J. Sel. Areas Commun. Weiwei Wu, Jianping Wang, Minming Li, Kai Liu, Feng Shan, Junzhou Luo
2016	J	`jnl`	Network-Coding-Assisted Data Dissemination via Cooperative Vehicle-to-Vehicle/-Infrastructure Communications. IEEE Trans. Intell. Transp. Syst. Kai Liu, Joseph Kee-Yin Ng, Junhua Wang, Victor C. S. Lee, Weiwei Wu, Sang Hyuk Son
2016	J	`jnl`	Quality-of-Experience-Oriented Autonomous Intersection Control in Vehicular Networks. IEEE Trans. Intell. Transp. Syst. Penglin Dai, Kai Liu, Qingfeng Zhuge, Edwin Hsing-Mean Sha, Victor Chung Sing Lee, Sang Hyuk Son
2016	—	`conf`	Towards Efficient Data Services in Vehicular Networks via Cooperative Infrastructure-to-Vehicle and Vehicle-to-Vehicle Communications. UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld Byungjin Ko, Kai Liu, Sang Hyuk Son
2016	B	`conf`	Towards Real-Time and Temporal Information Services in Vehicular Networks via Multi-Objective Optimization. LCN Penglin Dai, Kai Liu, Liang Feng, Qingfeng Zhuge, Victor Chung Sing Lee, Sang Hyuk Son
2015	—	`conf`	An Efficient Cluster-Based Data Sharing Algorithm for Bidirectional Road Scenario in Vehicular Ad-hoc Networks. ICA3PP (1) Junhua Wang, Kai Liu, Edwin Hsing-Mean Sha, Victor C. S. Lee, Sang Hyuk Son
2015	—	`conf`	Coding-Based Cooperative Caching in Data Broadcast Environments. ICA3PP (1) Houling Ji, Victor C. S. Lee, Chi-Yin Chow, Kai Liu, Guoqing Wu
2015	A*	`conf`	Energy-efficient transmission with data sharing. INFOCOM Weiwei Wu, Jianping Wang, Minming Li, Kai Liu, Junzhou Luo
2015	—	`conf`	Vehicle Assisted Data Update for Temporal Information Service in Vehicular Networks. ITSC Penglin Dai, Kai Liu, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Victor C. S. Lee, Sang Hyuk Son
2014	J	`jnl`	Admission Control-Based Multichannel Data Broadcasting for Real-Time Multi-Item Queries. IEEE Trans. Broadcast. G. G. Md. Nawaz Ali, Victor C. S. Lee, Edward Chan, Minming Li, Kai Liu, Jingsong Lv, Jun Chen
2014	J	`jnl`	Improving Positioning Accuracy Using GPS Pseudorange Measurements for Cooperative Vehicular Localization. IEEE Trans. Veh. Technol. Kai Liu, Hock Beng Lim, Emilio Frazzoli, Houling Ji, Victor C. S. Lee
2014	C	`conf`	Joint Convergecast and Power Allocation in Wireless Sensor Networks. PDCAT Yaoxin Duan, Wendi Nie, Kai Liu, Qingfeng Zhuge, Edwin Hsing-Mean Sha, Victor C. S. Lee
2014	J	`jnl`	Scheduling Temporal Data with Dynamic Snapshot Consistency Requirement in Vehicular Cyber-Physical Systems. ACM Trans. Embed. Comput. Syst. Kai Liu, Victor C. S. Lee, Joseph Kee-Yin Ng, Sang Hyuk Son, Edwin Hsing-Mean Sha
2014	J	`jnl`	Temporal Data Dissemination in Vehicular Cyber-Physical Systems. IEEE Trans. Intell. Transp. Syst. Kai Liu, Victor Chung Sing Lee, Joseph Kee-Yin Ng, Jun Chen, Sang Hyuk Son
2014	B	`conf`	Towards scalable, fair and robust data dissemination via cooperative vehicular communications. RTCSA Kai Liu, Joseph Kee-Yin Ng, Victor C. S. Lee, Weiwei Wu, Sang Hyuk Son
2013	J	`jnl`	Efficient processing of requests with network coding in on-demand data broadcast environments. Inf. Sci. Jun Chen, Victor C. S. Lee, Kai Liu, G. G. Md. Nawaz Ali, Edward Chan
2013	—	`conf`	Scaling smart spaces: Concept and exploration. CCNC Hock Beng Lim, Ken Lip Ong, Jithendrian Sundaravaradan, Fei Xue, Kai Liu, Wenqiang Wang
2013	B	`conf`	Scheduling temporal data for real-time requests in roadside-to-vehicle communication. RTCSA Kai Liu, Victor C. S. Lee, Joseph Kee-Yin Ng, Sang Hyuk Son
2012	J	`jnl`	A GPS Pseudorange Based Cooperative Vehicular Distance Measurement Technique CoRR Daiqin Yang, Fang Zhao, Kai Liu, Hock Beng Lim, Emilio Frazzoli, Daniela Rus
2012	—	`conf`	A GPS Pseudorange Based Cooperative Vehicular Distance Measurement Technique. VTC Spring Daiqin Yang, Fang Zhao, Kai Liu, Hock Beng Lim, Emilio Frazzoli, Daniela Rus
2012	J	`jnl`	Positioning Accuracy Improvement via Distributed Location Estimate in Cooperative Vehicular Networks CoRR Kai Liu, Hock Beng Lim
2012	—	`conf`	Positioning accuracy improvement via distributed location estimate in cooperative vehicular networks. ITSC Kai Liu, Hock Beng Lim
2011	—	`conf`	A token-based admission control and request scheduling in lane reservation systems. ITSC Kai Liu, Sang Hyuk Son, Victor C. S. Lee, Krasimira Kapitanova
2010	J	`jnl`	A Conflict Avoidance Data Allocation Algorithm in a Multi-channel Broadcast Environment. J. Networks Kai Liu, Victor C. S. Lee
2010	J	`jnl`	On the performance of real-time multi-item request scheduling in data broadcast environments. J. Syst. Softw. Jun Chen, Victor C. S. Lee, Kai Liu
2010	J	`jnl`	On-demand broadcast for multiple-item requests in a multiple-channel environment. Inf. Sci. Kai Liu, Victor C. S. Lee
2010	J	`jnl`	Performance analysis of data scheduling algorithms for multi-item requests in multi-channel broadcast environments. Int. J. Commun. Syst. Kai Liu, Victor C. S. Lee
2010	—	`conf`	RSU-based real-time data access in dynamic vehicular networks. ITSC Kai Liu, Victor C. S. Lee
2010	J	`jnl`	Scheduling time-critical requests for multiple data objects in on-demand broadcast. Concurr. Comput. Pract. Exp. Victor C. S. Lee, Kai Liu
2009	A	`conf`	Analysis of data scheduling algorithms in supporting real-time multi-item requests in on-demand broadcast environments. IPDPS Jun Chen, Kai Liu, Victor C. S. Lee
2009	—	`conf`	COS: client oriented scheduling for multi-channel on-demand broadcast. ICUIMC Kai Liu, Victor C. S. Lee
2009	J	`jnl`	Simulation studies on scheduling requests for multiple data items in on-demand broadcast environments. Perform. Evaluation Kai Liu, Victor C. S. Lee
2008	—	`conf`	Data scheduling for multi-item requests in multi-channel on-demand broadcast environments. MobiDE Kai Liu, Victor C. S. Lee, Karl R. P. H. Leung