Paradropper: A General-Purpose Global Computing Environment Built on Peer-to-Peer Overlay Network. - Zhong Liu 002; Wen Dou; Weiming Zhang 003; Peng Zou (ICDCS Workshops, 2003)

Analysis on Greedy-Search Based Service Location in P2P Service Grid. - Cheng Zhu 002; Zhong Liu 002; Weiming Zhang 003; Weidong Xiao; Dongsheng Yang 005 (Peer-to-Peer Computing, 2003)

Using Service Taxonomy to Facilitate Efficient Decentralized Grid Service Discovery. - Cheng Zhu 002; Zhong Liu 002; Weiming Zhang 003; Zhen-ning Xu; Dongsheng Yang 005 (GCC, 2004)

Task Allocating Among Group of Agents. - Dongsheng Yang 005; Zhong Liu 002; Yin-Long Lu; Weiming Zhang 003 (Web Intelligence, 2004)

An Efficient Decentralized Grid Service Discovery Approach based on Service Ontology. - Cheng Zhu 002; Zhong Liu 002; Weiming Zhang 003; Weidong Xiao; Jincai Huang 001 (Web Intelligence, 2004)

Decentralized Grid Resource Discovery Based on Resource Information Community. - Cheng Zhu 002; Zhong Liu 002; Weiming Zhang 003; Weidong Xiao; Zhen-ning Xu; Dongsheng Yang 005 (J. Grid Comput., 2004)

An Adaptive Scheduling Algorithm for Molecule Docking Design on Grid. - Yan-Li Hu; Liang Bai; Weiming Zhang 003; Weidong Xiao; Zhong Liu 002 (GCC, 2005)

Complementary image compression based on the theory of fuzzy information granulation. - Bao-Xin Xiu; Weiming Zhang 003; Zhong Liu 002; Jincai Huang 001 (SMC, 2005)

Research on Structure Designing of Agent Organization Based on Hybrid Genetic Algorithm. - Xiaohong Peng; Zhong Liu 002; Jincai Huang 001; Dongsheng Yang 005 (CIMCA/IAWTIC, 2006)

Flexible Plan Representation for Agile Organization. - Zhong Liu 002; Meng Qian; Weiming Zhang 003; Jincai Huang 001 (ICEBE, 2006)

A novel complex-system-view-based method for system effectiveness analysis: Monotonic indexes space. - Jianwen Hu; Weiming Zhang 003; Zhong Liu 002; Xiaofeng Hu; Guangya Si (Sci. China Ser. F Inf. Sci., 2006)

Monotonic Indices Space Method and Its Application in the Capability Indices Effectiveness Analysis of a Notional Antistealth Information System. - Jianwen Hu; Xiaofeng Hu; Weiming Zhang 003; Shuguang Zhu; Zhong Liu 002; Jincai Huang 001 (IEEE Trans. Syst. Man Cybern. Part A, 2009)

Perceptual image quality assessment using a geometric structural distortion model. - Guangquan Cheng; Jincai Huang 001; Cheng Zhu 002; Zhong Liu 002; Lizhi Cheng (ICIP, 2010)

Design and implementation of model framework generator. - Yang-He Feng; Liang Mu; Tao Wang 172; Zhong Liu 002; Chaofan Dai (ICMLC, 2010)

The analyse of critical node and link in robust C2 information exchange structure for mission. - Shan Yang; Zhong Liu 002; Liang Mu; Bao-Xin Xiu; Jin-Cai Huang 001 (ICMLC, 2010)

Controller Agent for distributed C2 organization. - Jun Qiang; Zhong Liu 002; Dongsheng Yang 005; Weiming Zhang 003 (ICNC, 2010)

Robust COA planning with varying durations. - Luohao Tang; Cheng Zhu 002; Weiming Zhang 003; Zhong Liu 002 (CCIS, 2011)

Command and Control Network Modeling and Efficiency Measure Based on Capability Weighted-Node. - Wei Du; Zhong Liu 002; Bao-Xin Xiu; Weiming Zhang 003; Qing Cheng 004 (DASC, 2011)

An Organization Model in MAS Based on Holon. - Jie Liu; Weiming Zhang 003; Bao-Xin Xiu; Zhong Liu 002 (DASC, 2011)

Complex Human-System Systems Design for C2. - Xu-Hui Luo; Jiang Wang 003; Meng Qian; Zhong Liu 002; Weiming Zhang 003; Cheng Zhu 002 (DASC, 2011)

The measure of critical path in C2 organization information exchange network. - Wei Du; Yang-He Feng; Zhong Liu 002; Bao-Xin Xiu; Shidong Qiao (ICMLC, 2011)

Cyber-Physical-Social Systems for Command and Control. - Zhong Liu 002; Dongsheng Yang 005; Ding Wen; Weiming Zhang 003; Wenji Mao (IEEE Intell. Syst., 2011)

TaskShadow: Toward Seamless Task Migration across Smart Environments. - Gang Pan 001; Yuqiong Xu; Zhaohui Wu 001; Shijian Li; Laurence Tianruo Yang; Man Lin; Zhong Liu 002 (IEEE Intell. Syst., 2011)

The analysis interface of dynamic network analysis for networked military organizations. - Jincai Huang 001; Qing Cheng 004; Guangquan Cheng; Zhong Liu 002; Guoli Yang (ICMLC, 2012)

Hierarchical Clustering Based on Hyper-edge Similarity for Community Detection. - Qing Cheng 004; Zhong Liu 002; Jincai Huang 001; Cheng Zhu 002; Yanjun Liu (Web Intelligence, 2012)

On social computing research collaboration patterns: a social network perspective. - Tao Wang 172; Qingpeng Zhang; Zhong Liu 002; Wenli Liu; Ding Wen (Frontiers Comput. Sci. China, 2012)

Theory and network applications of balanced kautz tree structures. - Deke Guo; Yunhao Liu 001; Hai Jin 001; Zhong Liu 002; Weiming Zhang 003; Hui Liu 006 (ACM Trans. Internet Techn., 2012)

Distributed Modeling in a MapReduce Framework for Data-Driven Traffic Flow Forecasting. - Cheng Chen; Zhong Liu 002; Wei-Hua Lin; Shuang Shuang Li; Kai Wang (IEEE Trans. Intell. Transp. Syst., 2013)

A Task Assignment Algorithm for Multiple Aerial Vehicles to Attack Targets With Dynamic Values. - Zhong Liu 002; Quan Luo; Ding Wen; Shidong Qiao; Jianmai Shi; Weiming Zhang 003 (IEEE Trans. Intell. Transp. Syst., 2013)

Budget Strategy in Uncertain Environments of Search Auctions: A Preliminary Investigation. - Yanwu Yang; Jie Zhang 116; Rui Qin 002; Juanjuan Li; Baiyu Liu; Zhong Liu 002 (IEEE Trans. Serv. Comput., 2013)

Key potential-oriented criticality analysis for complex military organization based on FINC-E model. - Guoli Yang; Weiming Zhang 003; Baoxin Xiu; Zhong Liu 002; Jincai Huang 001 (Comput. Math. Organ. Theory, 2014)

Characterizing the Evolution of Social Computing Research. - Tao Wang 172; Zhong Liu 002; Baoxin Xiu; Hong Mo; Qingpeng Zhang (IEEE Intell. Syst., 2014)

Poster: An Indoor-Outdoor Navigation Service for Subway Transportation Systems. - Xiaoqiang Teng; Deke Guo; Xiaolei Zhou 001; Zhong Liu 002 (SenSys, 2015)

Planning with Multistep Forward Search with Forced Goal-Ordering Constraints. - Jiang-feng Luo; Cheng Zhu 002; Weiming Zhang 003; Zhong Liu 002 (Comput. Intell., 2015)

Mining research trends with anomaly detection models: the case of social computing research. - Qing Cheng 004; Xin Lu 002; Zhong Liu 002; Jincai Huang 001 (Scientometrics, 2015)

Fault-Tolerant Scheduling for Real-Time Tasks on Multiple Earth-Observation Satellites. - Xiaomin Zhu 001; Jianjiang Wang; Xiao Qin 001; Ji Wang 002; Zhong Liu 002; Erik Demeulemeester (IEEE Trans. Parallel Distributed Syst., 2015)

Link Prediction Based on Clustering Information in Scientific Coauthorship Networks. - Yang Ma; Guangquan Cheng; Zhong Liu 002; Xingxing Liang (DSC, 2016)

Topology Reconstruction for Target Operation Network (TON): A Link Prediction Perspective. - Changjun Fan; Bao-Xin Xiu; Zhong Liu 002; Chao Chen; Yao Yang (INC, 2016)

Fire scheduling for multiple weapons cooperative engagement. - Mingxing Zhang; Jiaming Zhang; Guangquan Cheng; Chao Chen; Zhong Liu 002 (SKIMA, 2016)

Missing and Spurious Interactions in Heterogeneous Military Networks. - Changjun Fan; Zhong Liu 002; Bao-Xin Xiu; Lianfei Yu (SMP, 2016)

Community detection in hypernetwork via Density-Ordered Tree partition. - Qing Cheng 004; Zhong Liu 002; Jincai Huang 001; Guangquan Cheng (Appl. Math. Comput., 2016)

Agent-Based Dynamic Scheduling for Earth-Observing Tasks on Multiple Airships in Emergency. - Xiaomin Zhu 001; Kwang Mong Sim 001; Jianqing Jiang; Jianjiang Wang; Chao Chen 027; Zhong Liu 002 (IEEE Syst. J., 2016)

An Event-Level Abstraction for Achieving Efficiency and Fairness in Network Update. - Ting Qu; Deke Guo; Xiaomin Zhu 001; Jie Wu 001; Xiaolei Zhou 001; Zhong Liu 002 (ICDCS, 2017)

Online Shopping Recommendation with Bayesian Probabilistic Matrix Factorization. - Jinming Wu; Zhong Liu 002; Guangquan Cheng; Qi Wang 005; Jincai Huang 001 (ICIS, 2017)

Delay updating in Software-Defined Datacenter networks. - Ting Qu; Deke Guo; Jia Xu 005; Zhong Liu 002 (IWQoS, 2017)

Relation extraction for knowledge graph of dangerous goods based on distributed representation. - Jiaxin Huo; Tao Wang 172; Zhong Liu 002; Shiru Huang (SMC, 2017)

A Novel Ensemble Method for Imbalanced Data Learning: Bagging of Extrapolation-SMOTE SVM. - Qi Wang 005; ZhiHao Luo; JinCai Huang 001; Yang-He Feng; Zhong Liu 002 (Comput. Intell. Neurosci., 2017)

A Two-Echelon Cooperated Routing Problem for a Ground Vehicle and Its Carried Unmanned Aerial Vehicle. - ZhiHao Luo; Zhong Liu 002; Jianmai Shi (Sensors, 2017)

IONavi: An Indoor-Outdoor Navigation Service via Mobile Crowdsensing. - Xiaoqiang Teng; Deke Guo; Yulan Guo; Xiaolei Zhou 001; Zeliu Ding; Zhong Liu 002 (ACM Trans. Sens. Networks, 2017)

WITCAT: A Workload Spike Targeted Cloud Management Solution. - Junjie Chen 007; Xiaomin Zhu 001; Weidong Bao 001; Zhong Liu 002; Ling Liu 001 (SoCC, 2018)

Addressing the Task of Rocket Recycling with Deep Reinforcement Learning. - Guangyin Jin; Jincai Huang 001; Yang-He Feng; Guangquan Cheng; Zhong Liu 002; Qi Wang 005 (ICIT, 2018)

The Mathematical Modeling of the Two-Echelon Ground Vehicle and Its Mounted Unmanned Aerial Vehicle Cooperated Routing Problem. - ZhiHao Luo; Zhong Liu 002; Jianmai Shi; Qi Wang 005; Tianren Zhou; Yao Liu (Intelligent Vehicles Symposium, 2018)

VMAV-C: A Deep Attention-based Reinforcement Learning Algorithm for Model-based Control. - Xingxing Liang; Qi Wang 005; Yang-He Feng; Zhong Liu 002; Jincai Huang 001 (CoRR, 2018)

Inferring the Population Mean with Second-Order Information in Online Social Networks. - Saran Chen; Xin Lu 002; Zhong Liu 002; Zhongwei Jia (Entropy, 2018)

SISE: Self-Updating of Indoor Semantic Floorplans for General Entities. - Xiaoqiang Teng; Deke Guo; Yulan Guo; Xiang Zhao 002; Zhong Liu 002 (IEEE Trans. Mob. Comput., 2018)

Learning to Identify High Betweenness Centrality Nodes from Scratch: A Novel Graph Neural Network Approach. - Changjun Fan; Li Zeng; Yuhui Ding; Muhao Chen 001; Yizhou Sun; Zhong Liu 002 (CIKM, 2019)

SeMap: automatic semantic mapping for large-scale indoor spaces. - Xiaoqiang Teng; Deke Guo; Yulan Guo; Pengfei Xu 013; Yiping Meng; Runbo Hu; Hua Chai; Zhong Liu 002 (LocalRec@SIGSPATIAL, 2019)

SQR: In-network Packet Loss Recovery from Link Failures for Highly Reliable Datacenter Networks. - Ting Qu; Raj Joshi; Mun Choon Chan; Ben Leong; Deke Guo; Zhong Liu 002 (ICNP, 2019)

Incremental Learning for Transductive SVMs. - Boliang Sun; Yan Li 003; Xingchen Hu; Guangquan Cheng; Chao Chen 017; Zhong Liu 002 (ISKE, 2019)

Extended Local Binary Patterns for Efficient and Robust Spontaneous Facial Micro-Expression Recognition. - Chengyu Guo; Jingyun Liang; Geng Zhan; Zhong Liu 002; Matti Pietikäinen; Li Liu 002 (IEEE Access, 2019)

Cooperative Routing Problem for Ground Vehicle and Unmanned Aerial Vehicle: The Application on Intelligence, Surveillance, and Reconnaissance Missions. - Yao Liu; ZhiHao Luo; Zhong Liu 002; Jianmai Shi; Guangquan Cheng (IEEE Access, 2019)

Critical Events Based Resource Layer Structure Dynamic Adaptive Optimization Method. - Tingting Yang 002; Yang-He Feng; Guangquan Cheng; Jincai Huang 001; Zhong Liu 002 (IEEE Access, 2019)

CloudNavi: Toward Ubiquitous Indoor Navigation Service with 3D Point Clouds. - Xiaoqiang Teng; Deke Guo; Yulan Guo; Xiaolei Zhou 001; Zhong Liu 002 (ACM Trans. Sens. Networks, 2019)

Minimizing Traffic Migration During Network Update in IaaS Datacenters. - Ting Qu; Deke Guo; Yulong Shen 001; Xiaomin Zhu 001; Lailong Luo; Zhong Liu 002 (IEEE Trans. Serv. Comput., 2019)

Active one-shot learning by a deep Q-network strategy. - Li Chen 023; Honglan Huang; Yanghe Feng; Guangquan Cheng; Jincai Huang 001; Zhong Liu 002 (Neurocomputing, 2020)

Revisiting the power of reinsertion for optimal targets of network attack. - Changjun Fan; Li Zeng; Yanghe Feng; Baoxin Xiu; Jincai Huang 001; Zhong Liu 002 (J. Cloud Comput., 2020)

A novel learning-based approach for efficient dismantling of networks. - Changjun Fan; Li Zeng; Yanghe Feng; Guangquan Cheng; Jincai Huang 001; Zhong Liu 002 (Int. J. Mach. Learn. Cybern., 2020)

An unsupervised ensemble framework for node anomaly behavior detection in social network. - Qing Cheng 004; Yun Zhou 001; Yanghe Feng; Zhong Liu 002 (Soft Comput., 2020)

Benchmarking framework for command and control mission planning under uncertain environment. - Yanghe Feng; Wei Shi; Guangquan Cheng; Jincai Huang 001; Zhong Liu 002 (Soft Comput., 2020)

Efficient Event Scheduling of Network Update. - Ting Qu; Deke Guo; Jie Wu 001; Xiaolei Zhou 001; Xin Lu 002; Zhong Liu 002 (IEEE Trans. Netw. Serv. Manag., 2020)

HIVE: Route Optimization Problem of Automatic Delivery System with Mobile Depot and Multiple Drones. - Yao Liu; Xuening Chang; Yuzhen Zhou; Shuo Dang; Jianmai Shi; Zhong Liu 002 (HPCC/DSS/SmartCity/DependSys, 2021)

PTR-PPO: Proximal Policy Optimization with Prioritized Trajectory Replay. - Xingxing Liang; Yang Ma; Yanghe Feng; Zhong Liu 002 (CoRR, 2021)

A Novel Adaptive Sampling Strategy for Deep Reinforcement Learning. - Xingxing Liang; Li Chen 015; Yanghe Feng; Zhong Liu 002; Yang Ma; Kuihua Huang (Int. J. Comput. Intell. Appl., 2021)

A Cost-Quality Beneficial Cell Selection Approach for Sparse Mobile Crowdsensing With Diverse Sensing Costs. - Zhengqiu Zhu; Bin Chen 003; Wenbin Liu; Yong Zhao; Zhong Liu 002; Zhiming Zhao (IEEE Internet Things J., 2021)

SiFi: Self-Updating of Indoor Semantic Floorplans for Annotated Objects. - Deke Guo; Xiaoqiang Teng; Yulan Guo; Xiaolei Zhou 001; Zhong Liu 002 (ACM Trans. Internet Things, 2021)

Two-Echelon Routing Problem for Parcel Delivery by Cooperated Truck and Drone. - Yao Liu; Zhong Liu 002; Jianmai Shi; Guohua Wu 001; Witold Pedrycz (IEEE Trans. Syst. Man Cybern. Syst., 2021)

A last-mile drone-assisted one-to-one pickup and delivery problem with multi-visit drone trips. - Zhihao Luo; Ruixue Gu; Mark Poon; Zhong Liu 002; Andrew Lim 001 (Comput. Oper. Res., 2022)

Multi-ship cooperative air defense model based on queuing theory. - Zhongyao Ma; Keyu Wu 004; Zhong Liu 002 (CoRR, 2022)

A graph neural networks-based deep Q-learning approach for job shop scheduling problems in traffic management. - Zeyi Liu; Yuan Wang; Xingxing Liang; Yang Ma; Yanghe Feng; Guangquan Cheng; Zhong Liu 002 (Inf. Sci., 2022)

Meta-path-based heterogeneous graph neural networks in academic network. - Xingxing Liang; Yang Ma; Guangquan Cheng; Changjun Fan; Yuling Yang; Zhong Liu 002 (Int. J. Mach. Learn. Cybern., 2022)

Efficient hierarchical policy network with fuzzy rules. - Wei Shi; Yanghe Feng; Honglan Huang; Zhong Liu 002; Jincai Huang 001; Guangquan Cheng (Int. J. Mach. Learn. Cybern., 2022)

Graph autoencoder for directed weighted network. - Yang Ma; Yan Li 003; Xingxing Liang; Guangquan Cheng; Yanghe Feng; Zhong Liu 002 (Soft Comput., 2022)

Attentional Feature Refinement and Alignment Network for Aircraft Detection in SAR Imagery. - Yan Zhao 026; Lingjun Zhao; Zhong Liu 002; Dewen Hu; Gangyao Kuang; Li Liu 002 (IEEE Trans. Geosci. Remote. Sens., 2022)

Crowdsensing Intelligence by Decentralized Autonomous Vehicles Organizations and Operations. - Zhengqiu Zhu; Xiao Wang 002; Yong Zhao; Sihang Qiu; Zhong Liu 002; Bin Chen 003; Fei-Yue Wang 001 (IEEE Trans. Intell. Veh., 2022)

Towards parallel intelligence: an interdisciplinary solution for complex systems. - Yong Zhao; Zhengqiu Zhu; Bin Chen 003; Sihang Qiu; Jincai Huang 001; Xin Lu 002; Weiyi Yang; Chuan Ai; Kuihua Huang; Cheng He; Yucheng Jin; Zhong Liu 002; et al. (CoRR, 2023)

Machine Learning for the Multi-Dimensional Bin Packing Problem: Literature Review and Empirical Evaluation. - Wenjie Wu; Changjun Fan; Jincai Huang 001; Zhong Liu 002; Junchi Yan (CoRR, 2023)

PMDRL: Pareto-front-based multi-objective deep reinforcement learning. - Fangjie Yang; Honglan Huang; Wei Shi; Yang Ma; Yanghe Feng; Guangquan Cheng; Zhong Liu 002 (J. Ambient Intell. Humaniz. Comput., 2023)

Uncertainty-Guided Semi-Supervised Few-Shot Class-Incremental Learning With Knowledge Distillation. - Yawen Cui; Wanxia Deng; Xin Xu 001; Zhen Liu 004; Zhong Liu 002; Matti Pietikäinen; Li Liu 002 (IEEE Trans. Multim., 2023)

Importance-Aware Information Bottleneck Learning Paradigm for Lip Reading. - Changchong Sheng; Li Liu 002; Wanxia Deng; Liang Bai; Zhong Liu 002; Songyang Lao; Gangyao Kuang; Matti Pietikäinen (IEEE Trans. Multim., 2023)

Multivariable fuzzy rule-based models and their granular generalization: A visual interpretable framework. - Yan Li 003; Xingchen Hu; Witold Pedrycz; Fangjie Yang; Zhong Liu 002 (Appl. Soft Comput., 2023)

A Crowd-Aided Vehicular Hybrid Sensing Framework for Intelligent Transportation Systems. - Zhengqiu Zhu; Yong Zhao; Bin Chen 003; Sihang Qiu; Zhong Liu 002; Kun Xie 001; Liang Ma (IEEE Trans. Intell. Veh., 2023)

Graph-Attention-Based Casual Discovery With Trust Region-Navigated Clipping Policy Optimization. - Shixuan Liu; Yanghe Feng; Keyu Wu 004; Guangquan Cheng; Jincai Huang 001; Zhong Liu 002 (IEEE Trans. Cybern., 2023)

Adaptive Vibration Iterative Learning Control of an Euler-Bernoulli Beam System With Input Saturation. - Yanghe Feng; Zhong Liu 002 (IEEE Trans. Syst. Man Cybern. Syst., 2023)

Two-layer path planning for multi-area coverage by a cooperative ground vehicle and drone system. - Yangsheng Xia; Chao Chen; Yao Liu; Jianmai Shi; Zhong Liu 002 (Expert Syst. Appl., 2023)

Understanding the Necessity and Economic Benefits of Lockdown Measures to Contain COVID-19. - Zhengqiu Zhu; Chuan Ai; Hailiang Chen; Bin Chen 003; Wei Duan 002; Xiaogang Qiu; Xin Lu 002; Ming He; Zhiming Zhao; Zhong Liu 002 (IEEE Trans. Comput. Soc. Syst., 2023)

Online Intention Recognition With Incomplete Information Based on a Weighted Contrastive Predictive Coding Model in Wargame. - Li Chen 015; Xingxing Liang; Yanghe Feng; Longfei Zhang; Jing Yang; Zhong Liu 002 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Aligning the Representation of Knowledge Graph and Large Language Model for Causal Question Answering. - Zefan Zeng; Qing Cheng 004; Xingchen Hu; Zhong Liu 002; Jingke Shen; Yahao Zhang (IEEE Big Data, 2024)

LLM4HIN: Discovering Meta-path with Large Language Model for Reasoning on Complex Heterogeneous Information Networks. - Haoxiang Cheng; Shixuan Liu; Changjun Fan; Kuihua Huang; Hua He; Xianghan Wang; Zhong Liu 002 (iThings/GreenCom/CPSCom/SmartData/Cybermatics, 2024)

Conversational Crowdsensing: A Parallel Intelligence Powered Novel Sensing Approach. - Zhengqiu Zhu; Yong Zhao; Bin Chen 003; Sihang Qiu; Kai Xu 014; Quanjun Yin; Jincai Huang 001; Zhong Liu 002; Fei-Yue Wang 001 (CoRR, 2024)

A Survey of Event Causality Identification: Principles, Taxonomy, Challenges, and Assessment. - Qing Cheng 004; Zefan Zeng; Xingchen Hu; Yuehang Si; Zhong Liu 002 (CoRR, 2024)

Node capability dependency importance evaluation of heterogeneous target operational network. - Changjiang Qin; Yi Liang; Jincai Huang 001; Zhong Liu 002 (Evol. Intell., 2024)

ORAD: a new framework of offline Reinforcement Learning with Q-value regularization. - Longfei Zhang; Yulong Zhang; Shixuan Liu; Li Chen 015; Xingxing Liang; Guangquan Cheng; Zhong Liu 002 (Evol. Intell., 2024)

Discriminative embedded multi-view fuzzy C-means clustering for feature-redundant and incomplete data. - Yan Li 003; Xingchen Hu; Tuanfei Zhu; Jiyuan Liu 003; Xinwang Liu 002; Zhong Liu 002 (Inf. Sci., 2024)

RuMER-RL: A hybrid framework for sparse knowledge graph explainable reasoning. - Zefan Zeng; Qing Cheng 004; Yuehang Si; Zhong Liu 002 (Inf. Sci., 2024)

A Human-Machine Agent Based on Active Reinforcement Learning for Target Classification in Wargame. - Li Chen; Yulong Zhang; Yanghe Feng; Longfei Zhang; Zhong Liu 002 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Active Client Selection for Clustered Federated Learning. - Honglan Huang; Wei Shi; Yanghe Feng; Chaoyue Niu; Guangquan Cheng; Jincai Huang 001; Zhong Liu 002 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Inductive Meta-Path Learning for Schema-Complex Heterogeneous Information Networks. - Shixuan Liu; Changjun Fan; Kewei Cheng; Yunfei Wang; Peng Cui 001; Yizhou Sun; Zhong Liu 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Conversational Crowdsensing in the Age of Industry 5.0: A Parallel Intelligence and Large Models Powered Novel Sensing Approach. - Zhengqiu Zhu; Yong Zhao; Sihang Qiu; Kai Xu 014; Quanjun Yin; Jincai Huang 001; Zhong Liu 002; Fei-Yue Wang 001 (IEEE Trans. Comput. Soc. Syst., 2024)

Cooperated Truck-Drone Routing With Drone Energy Consumption and Time Windows. - Yao Liu; Jianmai Shi; Zhihao Luo; Xingchen Hu; Witold Pedrycz; Zhong Liu 002 (IEEE Trans. Intell. Transp. Syst., 2024)

EvoPath: Evolutionary meta-path discovery with large language models for complex heterogeneous information networks. - Shixuan Liu; Haoxiang Cheng; Yunfei Wang; Yue He 001; Changjun Fan; Zhong Liu 002 (Inf. Process. Manag., 2025)

DTIU: A self-supervised grid-enhanced diffusion model for trajectory imputation in unconstrained scenarios. - Zhijing Hu; Hao Yan; Kuihua Huang; Jin-Cai Huang 001; Zhong Liu 002; Changjun Fan (Knowl. Based Syst., 2025)

KoSEL: Knowledge subgraph enhanced large language model for medical question answering. - Zefan Zeng; Qing Cheng 004; Xingchen Hu; Yan Zhuang; Xinwang Liu 002; Kunlun He; Zhong Liu 002 (Knowl. Based Syst., 2025)

Fuzzy K-means clustering with reconstructed information. - Honglan Huang; Wei Shi; Fangjie Yang; Yanghe Feng; Longfei Zhang; Xingxing Liang; Jun Shi; Guangquan Cheng; Jincai Huang 001; Zhong Liu 002 (Int. J. Mach. Learn. Cybern., 2025)

The Expressive Power of Graph Neural Networks: A Survey. - Bingxu Zhang; Changjun Fan; Shixuan Liu; Kuihua Huang; Xiang Zhao 002; Jincai Huang 001; Zhong Liu 002 (IEEE Trans. Knowl. Data Eng., 2025)

A Multi-Agent Reinforcement Learning Approach for Cooperative Air-Ground-Human Crowdsensing in Emergency Rescue. - Wenhao Lu; Zhengqiu Zhu; Yong Zhao; Yonglin Tian; Junjie Zeng; Jun Zhang 040; Zhong Liu 002; Fei-Yue Wang 001 (CoRR, 2025)

A Vertical Federated Multiview Fuzzy Clustering Method for Incomplete Data. - Yan Li; Xingchen Hu; Shengju Yu; Weiping Ding 001; Witold Pedrycz; Chai Kiat Yeo; Zhong Liu 002 (IEEE Trans. Fuzzy Syst., 2025)

Zero-Shot Event Causality Identification via Multi-source Evidence Fuzzy Aggregation with Large Language Models. - Zefan Zeng; Xingchen Hu; Qing Cheng 004; Weiping Ding 001; Wentao Li 004; Zhong Liu 002 (CoRR, 2025)

Rule Learning for Knowledge Graph Reasoning under Agnostic Distribution Shift. - Shixuan Liu; Yue He 001; Yunfei Wang; Hao Zou 001; Haoxiang Cheng; Wenjing Yang 002; Peng Cui 001; Zhong Liu 002 (CoRR, 2025)