Zhong Liu

Orcid: 0009-0006-7547-8000

Affiliations:

National University of Defense Technology, College of Systems Engineering, Laboratory for Big Data and Decision, Changsha, China
National University of Defense Technology, Changsha, China (PhD 2000)

According to our database¹, Zhong Liu authored at least 104 papers between 2003 and 2024.

Collaborative distances:

Dijkstra number² of three.
Erdős number³ of three.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

Inductive Meta-Path Learning for Schema-Complex Heterogeneous Information Networks.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Active Client Selection for Clustered Federated Learning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., November, 2024

A Human-Machine Agent Based on Active Reinforcement Learning for Target Classification in Wargame.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., July, 2024

Discriminative embedded multi-view fuzzy C-means clustering for feature-redundant and incomplete data.

[BibT_eX]

[DOI]

Inf. Sci., 2024

ORAD: a new framework of offline Reinforcement Learning with Q-value regularization.

[BibT_eX]

[DOI]

Evol. Intell., 2024

Node capability dependency importance evaluation of heterogeneous target operational network.

[BibT_eX]

[DOI]

Evol. Intell., 2024

Conversational Crowdsensing: A Parallel Intelligence Powered Novel Sensing Approach.

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[DOI]

CoRR, 2024

LLM4HIN: Discovering Meta-path with Large Language Model for Reasoning on Complex Heterogeneous Information Networks.

[BibT_eX]

[DOI]

Proceedings of the 2024 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, 2024

2023

Online Intention Recognition With Incomplete Information Based on a Weighted Contrastive Predictive Coding Model in Wargame.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., October, 2023

Understanding the Necessity and Economic Benefits of Lockdown Measures to Contain COVID-19.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., August, 2023

Two-layer path planning for multi-area coverage by a cooperative ground vehicle and drone system.

[BibT_eX]

[DOI]

Expert Syst. Appl., May, 2023

Adaptive Vibration Iterative Learning Control of an Euler-Bernoulli Beam System With Input Saturation.

[BibT_eX]

[DOI]

Yanghe Feng

Zhong Liu

IEEE Trans. Syst. Man Cybern. Syst., April, 2023

Graph-Attention-Based Casual Discovery With Trust Region-Navigated Clipping Policy Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., April, 2023

A Crowd-Aided Vehicular Hybrid Sensing Framework for Intelligent Transportation Systems.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Veh., February, 2023

Multivariable fuzzy rule-based models and their granular generalization: A visual interpretable framework.

[BibT_eX]

[DOI]

Appl. Soft Comput., February, 2023

Importance-Aware Information Bottleneck Learning Paradigm for Lip Reading.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

Uncertainty-Guided Semi-Supervised Few-Shot Class-Incremental Learning With Knowledge Distillation.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

PMDRL: Pareto-front-based multi-objective deep reinforcement learning.

[BibT_eX]

[DOI]

J. Ambient Intell. Humaniz. Comput., 2023

Machine Learning for the Multi-Dimensional Bin Packing Problem: Literature Review and Empirical Evaluation.

[BibT_eX]

[DOI]

CoRR, 2023

Towards parallel intelligence: an interdisciplinary solution for complex systems.

[BibT_eX]

[DOI]

CoRR, 2023

The Expressive Power of Graph Neural Networks: A Survey.

[BibT_eX]

[DOI]

CoRR, 2023

2022

Crowdsensing Intelligence by Decentralized Autonomous Vehicles Organizations and Operations.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Veh., 2022

Attentional Feature Refinement and Alignment Network for Aircraft Detection in SAR Imagery.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Graph autoencoder for directed weighted network.

[BibT_eX]

[DOI]

Soft Comput., 2022

Efficient hierarchical policy network with fuzzy rules.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., 2022

Meta-path-based heterogeneous graph neural networks in academic network.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., 2022

A graph neural networks-based deep Q-learning approach for job shop scheduling problems in traffic management.

[BibT_eX]

[DOI]

Inf. Sci., 2022

Multi-ship cooperative air defense model based on queuing theory.

[BibT_eX]

[DOI]

Zhongyao Ma

Keyu Wu

Zhong Liu

CoRR, 2022

A last-mile drone-assisted one-to-one pickup and delivery problem with multi-visit drone trips.

[BibT_eX]

[DOI]

Comput. Oper. Res., 2022

2021

Two-Echelon Routing Problem for Parcel Delivery by Cooperated Truck and Drone.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2021

SiFi: Self-Updating of Indoor Semantic Floorplans for Annotated Objects.

[BibT_eX]

[DOI]

ACM Trans. Internet Things, 2021

A Cost-Quality Beneficial Cell Selection Approach for Sparse Mobile Crowdsensing With Diverse Sensing Costs.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2021

A Novel Adaptive Sampling Strategy for Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Int. J. Comput. Intell. Appl., 2021

PTR-PPO: Proximal Policy Optimization with Prioritized Trajectory Replay.

[BibT_eX]

[DOI]

CoRR, 2021

HIVE: Route Optimization Problem of Automatic Delivery System with Mobile Depot and Multiple Drones.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021

2020

Efficient Event Scheduling of Network Update.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2020

Benchmarking framework for command and control mission planning under uncertain environment.

[BibT_eX]

[DOI]

Soft Comput., 2020

An unsupervised ensemble framework for node anomaly behavior detection in social network.

[BibT_eX]

[DOI]

Soft Comput., 2020

A novel learning-based approach for efficient dismantling of networks.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., 2020

Revisiting the power of reinsertion for optimal targets of network attack.

[BibT_eX]

[DOI]

J. Cloud Comput., 2020

Active one-shot learning by a deep Q-network strategy.

[BibT_eX]

[DOI]

Neurocomputing, 2020

2019

Minimizing Traffic Migration During Network Update in IaaS Datacenters.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2019

CloudNavi: Toward Ubiquitous Indoor Navigation Service with 3D Point Clouds.

[BibT_eX]

[DOI]

ACM Trans. Sens. Networks, 2019

Critical Events Based Resource Layer Structure Dynamic Adaptive Optimization Method.

[BibT_eX]

[DOI]

IEEE Access, 2019

Cooperative Routing Problem for Ground Vehicle and Unmanned Aerial Vehicle: The Application on Intelligence, Surveillance, and Reconnaissance Missions.

[BibT_eX]

[DOI]

IEEE Access, 2019

Extended Local Binary Patterns for Efficient and Robust Spontaneous Facial Micro-Expression Recognition.

[BibT_eX]

[DOI]

IEEE Access, 2019

Incremental Learning for Transductive SVMs.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2019

SQR: In-network Packet Loss Recovery from Link Failures for Highly Reliable Datacenter Networks.

[BibT_eX]

[DOI]

Proceedings of the 27th IEEE International Conference on Network Protocols, 2019

SeMap: automatic semantic mapping for large-scale indoor spaces.

[BibT_eX]

[DOI]

Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Location-based Recommendations, 2019

Learning to Identify High Betweenness Centrality Nodes from Scratch: A Novel Graph Neural Network Approach.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018

SISE: Self-Updating of Indoor Semantic Floorplans for General Entities.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2018

Inferring the Population Mean with Second-Order Information in Online Social Networks.

[BibT_eX]

[DOI]

Entropy, 2018

VMAV-C: A Deep Attention-based Reinforcement Learning Algorithm for Model-based Control.

[BibT_eX]

[DOI]

CoRR, 2018

The Mathematical Modeling of the Two-Echelon Ground Vehicle and Its Mounted Unmanned Aerial Vehicle Cooperated Routing Problem.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

Addressing the Task of Rocket Recycling with Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Information Technology: IoT and Smart City, 2018

WITCAT: A Workload Spike Targeted Cloud Management Solution.

[BibT_eX]

[DOI]

Proceedings of the ACM Symposium on Cloud Computing, 2018

2017

IONavi: An Indoor-Outdoor Navigation Service via Mobile Crowdsensing.

[BibT_eX]

[DOI]

ACM Trans. Sens. Networks, 2017

A Two-Echelon Cooperated Routing Problem for a Ground Vehicle and Its Carried Unmanned Aerial Vehicle.

[BibT_eX]

[DOI]

ZhiHao Luo

Zhong Liu

Jianmai Shi

Sensors, 2017

A Novel Ensemble Method for Imbalanced Data Learning: Bagging of Extrapolation-SMOTE SVM.

[BibT_eX]

[DOI]

Comput. Intell. Neurosci., 2017

Relation extraction for knowledge graph of dangerous goods based on distributed representation.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Delay updating in Software-Defined Datacenter networks.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE/ACM International Symposium on Quality of Service, 2017

Online Shopping Recommendation with Bayesian Probabilistic Matrix Factorization.

[BibT_eX]

[DOI]

Proceedings of the Intelligence Science I, 2017

An Event-Level Abstraction for Achieving Efficiency and Fairness in Network Update.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

2016

Agent-Based Dynamic Scheduling for Earth-Observing Tasks on Multiple Airships in Emergency.

[BibT_eX]

[DOI]

IEEE Syst. J., 2016

Community detection in hypernetwork via Density-Ordered Tree partition.

[BibT_eX]

[DOI]

Appl. Math. Comput., 2016

Missing and Spurious Interactions in Heterogeneous Military Networks.

[BibT_eX]

[DOI]

Proceedings of the Social Media Processing - 5th National Conference, 2016

Fire scheduling for multiple weapons cooperative engagement.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Software, 2016

Topology Reconstruction for Target Operation Network (TON): A Link Prediction Perspective.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Network Conference, 2016

Link Prediction Based on Clustering Information in Scientific Coauthorship Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE First International Conference on Data Science in Cyberspace, 2016

2015

Fault-Tolerant Scheduling for Real-Time Tasks on Multiple Earth-Observation Satellites.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2015

Mining research trends with anomaly detection models: the case of social computing research.

[BibT_eX]

[DOI]

Scientometrics, 2015

Planning with Multistep Forward Search with Forced Goal-Ordering Constraints.

[BibT_eX]

[DOI]

Comput. Intell., 2015

Poster: An Indoor-Outdoor Navigation Service for Subway Transportation Systems.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems, 2015

2014

Characterizing the Evolution of Social Computing Research.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2014

Key potential-oriented criticality analysis for complex military organization based on FINC-E model.

[BibT_eX]

[DOI]

Comput. Math. Organ. Theory, 2014

2013

Budget Strategy in Uncertain Environments of Search Auctions: A Preliminary Investigation.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2013

A Task Assignment Algorithm for Multiple Aerial Vehicles to Attack Targets With Dynamic Values.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2013

Distributed Modeling in a MapReduce Framework for Data-Driven Traffic Flow Forecasting.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2013

2012

Theory and network applications of balanced kautz tree structures.

[BibT_eX]

[DOI]

ACM Trans. Internet Techn., 2012

Hierarchical Clustering Based on Hyper-edge Similarity for Community Detection.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence, 2012

The analysis interface of dynamic network analysis for networked military organizations.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2012

2011

TaskShadow: Toward Seamless Task Migration across Smart Environments.

[BibT_eX]

[DOI]

Laurence Tianruo Yang

Man Lin

Zhong Liu

IEEE Intell. Syst., 2011

Cyber-Physical-Social Systems for Command and Control.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2011

The measure of critical path in C2 organization information exchange network.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

Complex Human-System Systems Design for C2.

[BibT_eX]

[DOI]

Proceedings of the IEEE Ninth International Conference on Dependable, 2011

An Organization Model in MAS Based on Holon.

[BibT_eX]

[DOI]

Proceedings of the IEEE Ninth International Conference on Dependable, 2011

Command and Control Network Modeling and Efficiency Measure Based on Capability Weighted-Node.

[BibT_eX]

[DOI]

Proceedings of the IEEE Ninth International Conference on Dependable, 2011

Robust COA planning with varying durations.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Conference on Cloud Computing and Intelligence Systems, 2011

2010

Controller Agent for distributed C2 organization.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on Natural Computation, 2010

The analyse of critical node and link in robust C2 information exchange structure for mission.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

Design and implementation of model framework generator.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

Perceptual image quality assessment using a geometric structural distortion model.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2010

2009

Monotonic Indices Space Method and Its Application in the Capability Indices Effectiveness Analysis of a Notional Antistealth Information System.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part A, 2009

2006

A novel complex-system-view-based method for system effectiveness analysis: Monotonic indexes space.

[BibT_eX]

[DOI]

Sci. China Ser. F Inf. Sci., 2006

Flexible Plan Representation for Agile Organization.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Conference on e-Business Engineering (ICEBE 2006), 2006

Research on Structure Designing of Agent Organization Based on Hybrid Genetic Algorithm.

[BibT_eX]

[DOI]

Proceedings of the 2006 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2006), International Conference on Intelligent Agents, Web Technologies and Internet Commerce (IAWTIC 2006), 29 November, 2006

2005

Complementary image compression based on the theory of fuzzy information granulation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2005

An Adaptive Scheduling Algorithm for Molecule Docking Design on Grid.

[BibT_eX]

[DOI]