​
Login / Signup
Kai Liu
ORCID
Publication Activity (10 Years)
Years Active: 2008-2024
Publications (10 Years): 120
Top Topics
Indoor Localization
Cooperative
E Learning
Data Dissemination
Top Venues
IEEE Trans. Intell. Transp. Syst.
IEEE Trans. Veh. Technol.
IEEE Trans. Mob. Comput.
GLOBECOM
</>
Publications
</>
Kai Liu
,
Xincao Xu
,
Penglin Dai
,
Biwen Chen
Cooperative Sensing and Uploading for Quality-Cost Tradeoff of Digital Twins in VEC.
IEEE Trans. Consumer Electron.
70 (1) (2024)
Hualing Ren
,
Kai Liu
,
Chunhui Liu
,
Guozhi Yan
,
Yantao Li
An Approximation Algorithm for Joint Data Uploading and Task Offloading in IoV.
IEEE Trans. Consumer Electron.
70 (1) (2024)
Fuqiang Gu
,
Jiarui Dou
,
Mingyan Li
,
Xianlei Long
,
Songtao Guo
,
Chao Chen
,
Kai Liu
,
Xianlong Jiao
,
Ruiyuan Li
EventAugment: Learning Augmentation Policies From Asynchronous Event-Based Data.
IEEE Trans. Cogn. Dev. Syst.
16 (4) (2024)
Guanhua Chen
,
Qiqi Xu
,
Choujun Zhan
,
Fu Lee Wang
,
Kai Liu
,
Hai Liu
,
Tianyong Hao
Improving Open Intent Detection via Triplet-Contrastive Learning and Adaptive Boundary.
IEEE Trans. Consumer Electron.
70 (1) (2024)
Penglin Dai
,
Yaorong Huang
,
Xiao Wu
,
Ke Li
,
Huanlai Xing
,
Kai Liu
Freshness and Security-Aware Cache Update in Blockchain-Based Vehicular Edge Networks.
IEEE Trans. Consumer Electron.
70 (1) (2024)
Feiyu Jin
,
Kai Liu
,
Chunhui Liu
,
Tongtong Cheng
,
Hao Zhang
,
Victor C. S. Lee
A Cooperative Vehicle Localization and Trajectory Prediction Framework Based on Belief Propagation and Transformer Model.
IEEE Trans. Consumer Electron.
70 (1) (2024)
Chunhui Liu
,
Kai Liu
Toward Reliable DNN-Based Task Partitioning and Offloading in Vehicular Edge Computing.
IEEE Trans. Consumer Electron.
70 (1) (2024)
Penglin Dai
,
Biao Han
,
Xiao Wu
,
Huanlai Xing
,
Bingyi Liu
,
Kai Liu
Distributed Convex Relaxation for Heterogeneous Task Replication in Mobile Edge Computing.
IEEE Trans. Mob. Comput.
23 (2) (2024)
Xincao Xu
,
Kai Liu
,
Penglin Dai
,
Ruitao Xie
,
Jingjing Cao
,
Jiangtao Luo
Cooperative Sensing and Heterogeneous Information Fusion in VCPS: A Multi-Agent Deep Reinforcement Learning Approach.
IEEE Trans. Intell. Transp. Syst.
25 (6) (2024)
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 (2023)
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) (2023)
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) (2023)
Kai Liu
,
Chunhui Liu
,
Guozhi Yan
,
Victor C. S. Lee
,
Jiannong Cao
Accelerating DNN Inference With Reliability Guarantee in Vehicular Edge Computing.
IEEE/ACM Trans. Netw.
31 (6) (2023)
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) (2023)
Fangming Guo
,
Xianlei Long
,
Kai Liu
,
Chao Chen
,
Haiyong Luo
,
Jianga Shang
,
Fuqiang Gu
Efficient and Accurate Indoor/Outdoor Detection with Deep Spiking Neural Networks.
GLOBECOM
(2023)
Kai Liu
,
Feiyu Jin
,
Junbo Hu
,
Ruitao Xie
,
Fuqiang Gu
,
Songtao Guo
,
Jiangtao Luo
Towards Robust WiFi Fingerprint-Based Vehicle Tracking in Dynamic Indoor Parking Environments: An Online Learning Framework.
IEEE Trans. Mob. Comput.
22 (12) (2023)
Yangkai Zhou
,
Hualing Ren
,
Ke Xiao
,
Kai Liu
Joint Data Routing and Service Migration via Evolutionary Multitasking Optimization in Vehicular Networks.
NCAA (2)
(2023)
Luyao Jiang
,
Kai Liu
,
Chunhui Liu
,
Hualing Ren
,
Guozhi Yan
,
Feiyu Jin
,
Songtao Guo
LiDAR based Cooperative Sensing in Vehicular Edge Computing.
MSN
(2023)
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) (2023)
Hu Ding
,
Ruomin Huang
,
Kai Liu
,
Haikuo Yu
,
Zixiu Wang
Randomized Greedy Algorithms and Composable Coreset for k-Center Clustering with Outliers.
CoRR
(2023)
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) (2023)
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) (2022)
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)
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) (2022)
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)
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)
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)
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) (2022)
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) (2022)
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) (2022)
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)
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) (2022)
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
(2022)
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)
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) (2022)
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
(2022)
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)
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
(2022)
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
(2022)
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) (2022)
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) (2021)
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) (2021)
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) (2021)
Liangjie Zhang
,
Yuling Xie
,
Jianjun Chen
,
Liang Feng
,
Chao Chen
,
Kai Liu
A study on multiform multi-objective evolutionary optimization.
Memetic Comput.
13 (3) (2021)
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) (2021)
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)
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)
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) (2021)
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) (2021)
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) (2021)
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) (2021)
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) (2020)
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)
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) (2020)
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) (2020)
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) (2020)
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)
Xiangping Bryce Zhai
,
Congduan Li
,
Kai Liu
Editorial: Machine Learning and Intelligent Wireless Communications (MLICOM 2019).
Mob. Networks Appl.
25 (6) (2020)
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)
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) (2020)
Xincao Xu
,
Kai Liu
,
Ke Xiao
,
Liang Feng
,
Zhou Wu
,
Songtao Guo
Vehicular Fog Computing Enabled Real-time Collision Warning via Trajectory Calibration.
CoRR
(2020)
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)
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 (2020)
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) (2020)
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) (2020)
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) (2020)
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) (2020)
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) (2020)
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)
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) (2020)
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) (2020)
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) (2020)
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)
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)
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)
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 (2019)
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)
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)
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) (2019)
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)
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)
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) (2019)
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) (2019)
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) (2019)
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)
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) (2019)
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) (2019)
Wendi Nie
,
Yaoxin Duan
,
Victor C. S. Lee
,
Kai Liu
Supporting Data Stream Analytical Processing in Vehicular Sensor Networks.
ITSC
(2019)
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)
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) (2019)
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)
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)
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) (2018)
Xuanfan Shen
,
Yong Liao
,
Xuewu Dai
,
Daotong Li
,
Kai Liu
BEM-based EKF-RTSS Channel Estimation for Non-stationary Doubly-selective Channel.
ICCC
(2018)
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) (2018)
Ruoting Mal
,
Lei Zhou
,
Kai Liu
,
Chao Chen
,
Xuefeng Xie
A Preliminary Study of Autoencoding Evolutionary Search with Selection of Problem Domains.
CEC
(2018)
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)
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) (2018)
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) (2018)
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)