Jincai Huang

96 papers A* 5B 5C 2Misc 4Journal 64Unranked 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
Cognitive Underwater Acoustic Networking and Target Tracking: A Comprehensive Survey.
IEEE Trans. Cogn. Commun. Netw.
Zhong Yang, Zhengqiu Zhu, Yong Zhao, Yonglin Tian, Changjun Fan, Runkang Guo, Wenhao Lu, Jingwei Ge, Bin Chen, Yin Zhang, Guohua Wu, Rui Wang, Guangquan Cheng, Jincai Huang, Zhong Liu, Jun Zhang, Imre J. Rudas
2026 J jnl
DLME: A distillation mechanism from language models for knowledge graph embedding.
Neurocomputing
Yuehang Si, Xingchen Hu, Qing Cheng, Jincai Huang, Shixuan Liu
2026 J jnl
Dhgcl: dynamic heterogeneous graphs contrastive learning with integration of heterogeneity and temporality.
Int. J. Mach. Learn. Cybern.
Xianghan Wang, Zhigang Yu, Li Zeng, Jun Zhang, Jincai Huang
2026 J jnl
FedMPS: Federated Learning in a Synergy of Multi-Level Prototype-Based Contrastive Learning and Soft Label Generation.
IEEE Trans. Neural Networks Learn. Syst.
Wenxin Yang, Xingchen Hu, Xiubin Zhu, Rouwan Wu, Witold Pedrycz, Xinwang Liu, Jincai Huang
2026 J jnl
Heterogeneous Graph Reinforcement Learning for Dependency-Aware Multi-Task Allocation in Spatial Crowdsourcing.
IEEE Trans. Mob. Comput.
Yong Zhao, Zhengqiu Zhu, Chen Gao, En Wang, Jincai Huang, Fei-Yue Wang
2026 J jnl
The Power of Decaying Steps: Enhancing Attack Stability and Transferability for Sign-based Optimizers.
CoRR
Wei Tao, Yang Dai, Jincai Huang, Qing Tao
2025 A* conf
CityEQA: A Hierarchical LLM Agent on Embodied Question Answering Benchmark in City Space.
EMNLP
Yong Zhao, Kai Xu, Zhengqiu Zhu, Yue Hu, Zhiheng Zheng, Yingfeng Chen, Yatai Ji, Chen Gao, Yong Li, Jincai Huang
2025 J jnl
CityEQA: A Hierarchical LLM Agent on Embodied Question Answering Benchmark in City Space.
CoRR
Yong Zhao, Kai Xu, Zhengqiu Zhu, Yue Hu, Zhiheng Zheng, Yingfeng Chen, Yatai Ji, Chen Gao, Yong Li, Jincai Huang
2025 J jnl
Coherence mode: Characterizing local graph structural information for temporal knowledge graph.
Inf. Sci.
Yuehang Si, Xingchen Hu, Qing Cheng, Xinwang Liu, Shixuan Liu, Jincai Huang
2025 J jnl
Fuzzy K-means clustering with reconstructed information.
Int. J. Mach. Learn. Cybern.
Honglan Huang, Wei Shi, Fangjie Yang, Yanghe Feng, Longfei Zhang, Xingxing Liang, Jun Shi, Guangquan Cheng, Jincai Huang, Zhong Liu
2025 J jnl
T3DM: Test-Time Training-Guided Distribution Shift Modelling for Temporal Knowledge Graph Reasoning.
CoRR
Yuehang Si, Zefan Zeng, Jincai Huang, Qing Cheng
2025 J jnl
The Expressive Power of Graph Neural Networks: A Survey.
IEEE Trans. Knowl. Data Eng.
Bingxu Zhang, Changjun Fan, Shixuan Liu, Kuihua Huang, Xiang Zhao, Jincai Huang, Zhong Liu
2024 J jnl
A practical method for the expert academic personas classification based on text classifier.
Evol. Intell.
Jilei Li, Guangquan Cheng, QiPeng Yin, Jincai Huang, Wenchen Chen, Jinming Du
2024 J jnl
Active Client Selection for Clustered Federated Learning.
IEEE Trans. Neural Networks Learn. Syst.
Honglan Huang, Wei Shi, Yanghe Feng, Chaoyue Niu, Guangquan Cheng, Jincai Huang, Zhong Liu
2024 J jnl
Construction of key parameter change model of human-computer interaction for intelligent decision-making under the condition of long time voyage.
Evol. Intell.
Ning Li, Xingjiang Chen, Ziang Chen, Lulu Jiang, Li Wang, Jincai Huang, Guangquan Cheng
2024 J jnl
Conversational Crowdsensing in the Age of Industry 5.0: A Parallel Intelligence and Large Models Powered Novel Sensing Approach.
IEEE Trans. Comput. Soc. Syst.
Zhengqiu Zhu, Yong Zhao, Sihang Qiu, Kai Xu, Quanjun Yin, Jincai Huang, Zhong Liu, Fei-Yue Wang
2024 J jnl
Conversational Crowdsensing: A Parallel Intelligence Powered Novel Sensing Approach.
CoRR
Zhengqiu Zhu, Yong Zhao, Bin Chen, Sihang Qiu, Kai Xu, Quanjun Yin, Jincai Huang, Zhong Liu, Fei-Yue Wang
2024 J jnl
Deep Reinforcement Learning: A Survey.
IEEE Trans. Neural Networks Learn. Syst.
Xu Wang, Sen Wang, Xingxing Liang, Dawei Zhao, Jincai Huang, Xin Xu, Bin Dai, Qiguang Miao
2024 J jnl
Graph-attention-based Casual Discovery with Trust Region-navigated Clipping Policy Optimization.
CoRR
Shixuan Liu, Yanghe Feng, Keyu Wu, Guangquan Cheng, Jincai Huang, Zhong Liu
2024 J jnl
Heterogeneous Graph Reinforcement Learning for Dependency-aware Multi-task Allocation in Spatial Crowdsourcing.
CoRR
Yong Zhao, Zhengqiu Zhu, Chen Gao, En Wang, Jincai Huang, Fei-Yue Wang
2024 — conf
InPTR: Integration Prioritized Trajectory Replay.
DAI
Chendie Yao, Xingxing Liang, Longfei Zhang, Jincai Huang, Jun Lei, Yulong Zhang
2024 A* conf
Is Mamba Compatible with Trajectory Optimization in Offline Reinforcement Learning?
NeurIPS
Yang Dai, Oubo Ma, Longfei Zhang, Xingxing Liang, Shengchao Hu, Mengzhu Wang, Shouling Ji, Jincai Huang, Li Shen
2024 J jnl
Is Mamba Compatible with Trajectory Optimization in Offline Reinforcement Learning?
CoRR
Yang Dai, Oubo Ma, Longfei Zhang, Xingxing Liang, Shengchao Hu, Mengzhu Wang, Shouling Ji, Jincai Huang, Li Shen
2024 A* conf
Moderate Message Passing Improves Calibration: A Universal Way to Mitigate Confidence Bias in Graph Neural Networks.
AAAI
Min Wang, Hao Yang, Jincai Huang, Qing Cheng
2024 J jnl
Node capability dependency importance evaluation of heterogeneous target operational network.
Evol. Intell.
Changjiang Qin, Yi Liang, Jincai Huang, Zhong Liu
2024 J jnl
Preface: special issue on intelligent planning and decision making.
Evol. Intell.
Jincai Huang, Bai Yang, Guangquan Cheng, Jinwu Gao
2024 J jnl
Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey.
IEEE Trans. Knowl. Data Eng.
Guangyin Jin, Yuxuan Liang, Yuchen Fang, Zezhi Shao, Jincai Huang, Junbo Zhang, Yu Zheng
2024 J jnl
Spatio-temporal Dual Graph Neural Networks for Travel Time Estimation.
ACM Trans. Spatial Algorithms Syst.
Guangyin Jin, Huan Yan, Fuxian Li, Jincai Huang, Yong Li
2023 A* conf
A Simple Yet Effective Strategy to Robustify the Meta Learning Paradigm.
NeurIPS
Qi Wang, Yiqin Lv, Yang-He Feng, Zheng Xie, Jincai Huang
2023 J jnl
A Simple Yet Effective Strategy to Robustify the Meta Learning Paradigm.
CoRR
Qi Wang, Yiqin Lv, Yanghe Feng, Zheng Xie, Jincai Huang
2023 J jnl
Automated Dilated Spatio-Temporal Synchronous Graph Modeling for Traffic Prediction.
IEEE Trans. Intell. Transp. Syst.
Guangyin Jin, Fuxian Li, Jinlei Zhang, Mudan Wang, Jincai Huang
2023 J jnl
Deep Active Recognition through Online Cognitive Learning.
Int. J. Pattern Recognit. Artif. Intell.
Jing Yang, Wencang Zhao, Minghua Lu, Jincai Huang
2023 J jnl
Dual Graph Convolution Architecture Search for Travel Time Estimation.
ACM Trans. Intell. Syst. Technol.
Guangyin Jin, Huan Yan, Fuxian Li, Yong Li, Jincai Huang
2023 J jnl
Event detection based on the label attention mechanism.
Int. J. Mach. Learn. Cybern.
Qing Cheng, Yanghui Fu, Jincai Huang, Guangquan Cheng, Hang Du
2023 J jnl
Graph-Attention-Based Casual Discovery With Trust Region-Navigated Clipping Policy Optimization.
IEEE Trans. Cybern.
Shixuan Liu, Yanghe Feng, Keyu Wu, Guangquan Cheng, Jincai Huang, Zhong Liu
2023 J jnl
Large-scale Generative Simulation Artificial Intelligence: the Next Hotspot in Generative AI.
CoRR
Qi Wang, Yanghe Feng, Jincai Huang, Yiqin Lv, Zheng Xie, Xiaoshan Gao
2023 J jnl
Machine Learning for the Multi-Dimensional Bin Packing Problem: Literature Review and Empirical Evaluation.
CoRR
Wenjie Wu, Changjun Fan, Jincai Huang, Zhong Liu, Junchi Yan
2023 J jnl
Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey.
CoRR
Guangyin Jin, Yuxuan Liang, Yuchen Fang, Jincai Huang, Junbo Zhang, Yu Zheng
2023 A* conf
Spatio-Temporal Graph Neural Point Process for Traffic Congestion Event Prediction.
AAAI
Guangyin Jin, Lingbo Liu, Fuxian Li, Jincai Huang
2023 J jnl
Spatio-Temporal Graph Neural Point Process for Traffic Congestion Event Prediction.
CoRR
Guangyin Jin, Lingbo Liu, Fuxian Li, Jincai Huang
2023 J jnl
The Expressive Power of Graph Neural Networks: A Survey.
CoRR
Bingxu Zhang, Changjun Fan, Shixuan Liu, Kuihua Huang, Xiang Zhao, Jincai Huang, Zhong Liu
2023 J jnl
Towards parallel intelligence: an interdisciplinary solution for complex systems.
CoRR
Yong Zhao, Zhengqiu Zhu, Bin Chen, Sihang Qiu, Jincai Huang, Xin Lu, Weiyi Yang, Chuan Ai, Kuihua Huang, Cheng He, Yucheng Jin, Zhong Liu, Fei-Yue Wang
2023 J jnl
Urban hotspot forecasting via automated spatio-temporal information fusion.
Appl. Soft Comput.
Guangyin Jin, Hengyu Sha, Zhexu Xi, Jincai Huang
2022 J jnl
Adaptive Dual-View WaveNet for urban spatial-temporal event prediction.
Inf. Sci.
Guangyin Jin, Chenxi Liu, Zhexu Xi, Hengyu Sha, Yanyun Liu, Jincai Huang
2022 J jnl
Automated Dilated Spatio-Temporal Synchronous Graph Modeling for Traffic Prediction.
CoRR
Guangyin Jin, Fuxian Li, Jinlei Zhang, Mudan Wang, Jincai Huang
2022 J jnl
Construction of multi-channel fusion salient object detection network based on gating mechanism and pooling network.
Multim. Tools Appl.
Ning Li, Jincai Huang, Yang-He Feng
2022 J jnl
Deep multi-view graph-based network for citywide ride-hailing demand prediction.
Neurocomputing
Guangyin Jin, Zhexu Xi, Hengyu Sha, Yanghe Feng, Jincai Huang
2022 — conf
Detection of anomalies in key performance indicator data by a convolutional long short-term memory prediction model.
CACML
Jie Xie, Qing Cheng, Guangquan Cheng, Jincai Huang
2022 J jnl
Efficient hierarchical policy network with fuzzy rules.
Int. J. Mach. Learn. Cybern.
Wei Shi, Yanghe Feng, Honglan Huang, Zhong Liu, Jincai Huang, Guangquan Cheng
2022 J jnl
Human-Computer Interaction Cognitive Behavior Modeling of Command and Control Systems.
IEEE Internet Things J.
Ning Li, Xingjiang Chen, Yanghe Feng, Jincai Huang
2022 — conf
Research on Order Acceptance Strategy for Military manufactures Based on Semi-Markov Average Reward Reinforcement Learning.
MSIE
Xiaodi Yi, Kuihua Huang, Jincai Huang, Jing Qian, Jie Kang
2022 J jnl
STGNN-TTE: Travel time estimation via spatial-temporal graph neural network.
Future Gener. Comput. Syst.
Guangyin Jin, Min Wang, Jinlei Zhang, Hengyu Sha, Jincai Huang
2021 — conf
A Deep Urban Hotspots Prediction Framework with Modeling Geography-Semantic Dynamics.
SpatialDI
Hengyu Sha, Guangyin Jin, Guangquan Cheng, Jincai Huang, Kuihua Huang
2021 J jnl
GSEN: An ensemble deep learning benchmark model for urban hotspots spatiotemporal prediction.
Neurocomputing
Guangyin Jin, Hengyu Sha, Yanghe Feng, Qing Cheng, Jincai Huang
2021 — conf
Hierarchical Neural Architecture Search for Travel Time Estimation.
SIGSPATIAL/GIS
Guangyin Jin, Huan Yan, Fuxian Li, Yong Li, Jincai Huang
2021 J jnl
Spatial-Temporal Dual Graph Neural Networks for Travel Time Estimation.
CoRR
Guangyin Jin, Huan Yan, Fuxian Li, Jincai Huang, Yong Li
2020 J jnl
A Review of Naturalistic Decision-Making and Its Applications to the Future Military.
IEEE Access
Ning Li, Jincai Huang, Yanghe Feng, Kuihua Huang, Guangquan Cheng
2020 J jnl
A novel learning-based approach for efficient dismantling of networks.
Int. J. Mach. Learn. Cybern.
Changjun Fan, Li Zeng, Yanghe Feng, Guangquan Cheng, Jincai Huang, Zhong Liu
2020 J jnl
Active one-shot learning by a deep Q-network strategy.
Neurocomputing
Li Chen, Honglan Huang, Yanghe Feng, Guangquan Cheng, Jincai Huang, Zhong Liu
2020 — conf
Analysis of the European stock market's advance response time to COVID-19 based on Pearson correlation Coefficient.
ACAI
Min Wang, Qing Cheng, Jincai Huang, Guangquan Cheng
2020 J jnl
Artificial Neural Networks for Chemistry Representation in Numerical Simulation of the Flamelet-Based Models for Turbulent Combustion.
IEEE Access
Jiarui Zhang, Honglan Huang, Zhixun Xia, Likun Ma, Yifan Duan, Yanghe Feng, Jincai Huang
2020 J jnl
Benchmarking framework for command and control mission planning under uncertain environment.
Soft Comput.
Yanghe Feng, Wei Shi, Guangquan Cheng, Jincai Huang, Zhong Liu
2020 J jnl
CSAN: A neural network benchmark model for crime forecasting in spatio-temporal scale.
Knowl. Based Syst.
Qi Wang, Guangyin Jin, Xia Zhao, Yang-He Feng, Jincai Huang
2020 J jnl
Deep Multi-View Spatiotemporal Virtual Graph Neural Network for Significant Citywide Ride-hailing Demand Prediction.
CoRR
Guangyin Jin, Zhexu Xi, Hengyu Sha, Yanghe Feng, Jincai Huang
2020 J jnl
Human performance modeling and its uncertainty factors affecting decision making: a survery.
Soft Comput.
Ning Li, Jincai Huang, Yanghe Feng
2020 — conf
Research on Eye Movement Parameters of Command and Control System Operator Based on Emma Model.
AHFE (7)
Ning Li, Tuoyang Zhou, Jinshou Shi, Ziang Chen, Jincai Huang, Yanghe Feng
2020 — conf
Research on the Influence of Information Alignment on the Performance of Human-Computer Interaction.
BDET
Ning Li, Jincai Huang, Guangquan Cheng, Zhenguo Du
2020 — conf
Research on the Parameters of Human - Machine Interaction of Command and Control System Operator Based on Fitts Law.
AHFE (7)
Ning Li, Yingwei Zhou, Bei Zhang, Qiuyu Liu, Jincai Huang, Yanghe Feng
2020 J jnl
Revisiting the power of reinsertion for optimal targets of network attack.
J. Cloud Comput.
Changjun Fan, Li Zeng, Yanghe Feng, Baoxin Xiu, Jincai Huang, Zhong Liu
2020 — conf
SDPN: A Neural Network Approach for E-hailing Car Supply and Demand Prediction.
BDET
Guangyin Jin, Cunchao Zhu, Yanghe Feng, Jincai Huang, Guangquan Chen, Zhenguo Du
2020 J jnl
Urban Fire Situation Forecasting: Deep sequence learning with spatio-temporal dynamics.
Appl. Soft Comput.
Guangyin Jin, Qi Wang, Cunchao Zhu, Yanghe Feng, Jincai Huang, Xingchen Hu
2019 J jnl
A Reinforcement One-Shot Active Learning Approach for Aircraft Type Recognition.
IEEE Access
Honglan Huang, Yanghe Feng, Jincai Huang, Jiarui Zhang, Li Chen
2019 B conf
Allocation of Information Granularity: A Multi-Objective Evolutionary Optimization Using Conflict Information.
FUZZ-IEEE
Xingchen Hu, Huangke Chen, Chao Chen, Boliang Sun, Jincai Huang, Kuihua Huang
2019 Misc conf
CTR Prediction with User Behavior: An Augmented Method of Deep Factorization Machines.
ISKE
Yan Li, Yuhan Wang, Chao Chen, Jincai Huang
2019 — conf
Crime-GAN: A Context-based Sequence Generative Network for Crime Forecasting with Adversarial Loss.
IEEE BigData
Guangyin Jin, Qi Wang, Xia Zhao, Yanghe Feng, Qing Cheng, Jincai Huang
2019 J jnl
Critical Events Based Resource Layer Structure Dynamic Adaptive Optimization Method.
IEEE Access
Tingting Yang, Yang-He Feng, Guangquan Cheng, Jincai Huang, Zhong Liu
2018 — conf
Addressing the Task of Rocket Recycling with Deep Reinforcement Learning.
ICIT
Guangyin Jin, Jincai Huang, Yang-He Feng, Guangquan Cheng, Zhong Liu, Qi Wang
2018 J jnl
VMAV-C: A Deep Attention-based Reinforcement Learning Algorithm for Model-based Control.
CoRR
Xingxing Liang, Qi Wang, Yang-He Feng, Zhong Liu, Jincai Huang
2017 J jnl
A Novel Ensemble Method for Imbalanced Data Learning: Bagging of Extrapolation-SMOTE SVM.
Comput. Intell. Neurosci.
Qi Wang, Zhihao Luo, Jincai Huang, Yang-He Feng, Zhong Liu
2017 B conf
An F Test Based Method of Estimating the Number of Groups in an Organization.
ICTAI
Guangquan Cheng, Yang Ma, Jincai Huang, Kuihua Huang
2017 B conf
Intercity Transportation Construction Based on Link Prediction.
ICTAI
Yang Ma, Xingxing Liang, Jincai Huang, Guangquan Cheng
2017 C conf
Online Shopping Recommendation with Bayesian Probabilistic Matrix Factorization.
ICIS
Jinming Wu, Zhong Liu, Guangquan Cheng, Qi Wang, Jincai Huang
2016 J jnl
Community detection in hypernetwork via Density-Ordered Tree partition.
Appl. Math. Comput.
Qing Cheng, Zhong Liu, Jincai Huang, Guangquan Cheng
2015 Misc conf
A new cascading failures model based on the evolution of node status.
ICNC
Guangquan Cheng, Yongzhong Lu, Shuai Li, Jincai Huang
2015 J jnl
Mining research trends with anomaly detection models: the case of social computing research.
Scientometrics
Qing Cheng, Xin Lu, Zhong Liu, Jincai Huang
2014 J jnl
Key potential-oriented criticality analysis for complex military organization based on FINC-E model.
Comput. Math. Organ. Theory
Guoli Yang, Weiming Zhang, Baoxin Xiu, Zhong Liu, Jincai Huang
2012 — conf
Hierarchical Clustering Based on Hyper-edge Similarity for Community Detection.
Web Intelligence
Qing Cheng, Zhong Liu, Jincai Huang, Cheng Zhu, Yanjun Liu
2012 Misc conf
The analysis interface of dynamic network analysis for networked military organizations.
ICMLC
Jincai Huang, Qing Cheng, Guangquan Cheng, Zhong Liu, Guoli Yang
2011 C conf
Multi-platform coordinated mission planning under uncertainties.
HIS
Luohao Tang, Weiming Zhang, Cheng Zhu, Jincai Huang
2010 B conf
Perceptual image quality assessment using a geometric structural distortion model.
ICIP
Guangquan Cheng, Jincai Huang, Cheng Zhu, Zhong Liu, Lizhi Cheng
2009 J jnl
Monotonic Indices Space Method and Its Application in the Capability Indices Effectiveness Analysis of a Notional Antistealth Information System.
IEEE Trans. Syst. Man Cybern. Part A
Jianwen Hu, Xiaofeng Hu, Weiming Zhang, Shuguang Zhu, Zhong Liu, Jincai Huang
2006 Misc conf
A rough set approach to mining concise rules from inconsistent data.
GrC
Ying Sai, Peiyao Nie, Ruzhi Xu, Jincai Huang
2006 — conf
Flexible Plan Representation for Agile Organization.
ICEBE
Zhong Liu, Meng Qian, Weiming Zhang, Jincai Huang
2006 — conf
Research on Structure Designing of Agent Organization Based on Hybrid Genetic Algorithm.
CIMCA/IAWTIC
Xiaohong Peng, Zhong Liu, Jincai Huang, Dongsheng Yang
2005 B conf
Complementary image compression based on the theory of fuzzy information granulation.
SMC
Bao-Xin Xiu, Weiming Zhang, Zhong Liu, Jincai Huang
2004 — conf
An Efficient Decentralized Grid Service Discovery Approach based on Service Ontology.
Web Intelligence
Cheng Zhu, Zhong Liu, Weiming Zhang, Weidong Xiao, Jincai Huang