Kai Liu

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