Jincai Huang

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 81

Top Topics

Trajectory Data

Command And Control

Reinforcement Learning

Top Venues

ISPRS Int. J. Geo Inf.

Publications

Min Wang, Hao Yang, Jincai Huang, Qing Cheng
Moderate Message Passing Improves Calibration: A Universal Way to Mitigate Confidence Bias in Graph Neural Networks. AAAI (2024)
Ning Li, Xingjiang Chen, Ziang Chen, Lulu Jiang, Li Wang, Jincai Huang, Guangquan Cheng
Construction of key parameter change model of human-computer interaction for intelligent decision-making under the condition of long time voyage. Evol. Intell. 17 (1) (2024)
Jincai Huang, Bai Yang, Guangquan Cheng, Jinwu Gao
Preface: special issue on intelligent planning and decision making. Evol. Intell. 17 (1) (2024)
Zhengqiu Zhu, Yong Zhao, Bin Chen, Sihang Qiu, Kai Xu, Quanjun Yin, Jincai Huang, Zhong Liu, Fei-Yue Wang
Conversational Crowdsensing: A Parallel Intelligence Powered Novel Sensing Approach. CoRR (2024)
Yang Dai, Oubo Ma, Longfei Zhang, Xingxing Liang, Shengchao Hu, Mengzhu Wang, Shouling Ji, Jincai Huang, Li Shen
Is Mamba Compatible with Trajectory Optimization in Offline Reinforcement Learning? CoRR (2024)
Chenglin Yang, Xianlai Chen, Jincai Huang, Ying An, Zhenyu Huang, Yu Sun
A few-shot link prediction framework to drug repurposing using multi-level attention network. Comput. Biol. Medicine 170 (2024)
Yan Shi, Bingrong Chen, Jincai Huang, Da Wang, Huimin Liu, Min Deng
Delineating Source and Sink Zones of Trip Journeys in the Road Network Space. ISPRS Int. J. Geo Inf. 13 (5) (2024)
Changjiang Qin, Yi Liang, Jincai Huang, Zhong Liu
Node capability dependency importance evaluation of heterogeneous target operational network. Evol. Intell. 17 (1) (2024)
Xu Wang, Sen Wang, Xingxing Liang, Dawei Zhao, Jincai Huang, Xin Xu, Bin Dai, Qiguang Miao
Deep Reinforcement Learning: A Survey. IEEE Trans. Neural Networks Learn. Syst. 35 (4) (2024)
Guangyin Jin, Lingbo Liu, Fuxian Li, Jincai Huang
Spatio-Temporal Graph Neural Point Process for Traffic Congestion Event Prediction. AAAI (2023)
Shixuan Liu, Yanghe Feng, Keyu Wu, Guangquan Cheng, Jincai Huang, Zhong Liu
Graph-Attention-Based Casual Discovery With Trust Region-Navigated Clipping Policy Optimization. IEEE Trans. Cybern. 53 (4) (2023)
Hongxiao Fei, Yangying Tan, Wenti Huang, Jun Long, Jincai Huang, Liu Yang
A Multi-teacher Knowledge Distillation Framework for Distantly Supervised Relation Extraction with Flexible Temperature. APWeb-WAIM (2) (2023)
Qing Cheng, Yanghui Fu, Jincai Huang, Guangquan Cheng, Hang Du
Event detection based on the label attention mechanism. Int. J. Mach. Learn. Cybern. 14 (2) (2023)
Qi Wang, Yiqin Lv, Yang-He Feng, Zheng Xie, Jincai Huang
A Simple Yet Effective Strategy to Robustify the Meta Learning Paradigm. NeurIPS (2023)
Jing Yang, Wencang Zhao, Minghua Lu, Jincai Huang
Deep Active Recognition through Online Cognitive Learning. Int. J. Pattern Recognit. Artif. Intell. 37 (9) (2023)
Guangyin Jin, Yuxuan Liang, Yuchen Fang, Jincai Huang, Junbo Zhang, Yu Zheng
Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey. CoRR (2023)
Bingxu Zhang, Changjun Fan, Shixuan Liu, Kuihua Huang, Xiang Zhao, Jincai Huang, Zhong Liu
The Expressive Power of Graph Neural Networks: A Survey. CoRR (2023)
Guangyin Jin, Fuxian Li, Jinlei Zhang, Mudan Wang, Jincai Huang
Automated Dilated Spatio-Temporal Synchronous Graph Modeling for Traffic Prediction. IEEE Trans. Intell. Transp. Syst. 24 (8) (2023)
Qi Wang, Yiqin Lv, Yanghe Feng, Zheng Xie, Jincai Huang
A Simple Yet Effective Strategy to Robustify the Meta Learning Paradigm. CoRR (2023)
Liu Yang, Jie Zhao, Jun Long, Jincai Huang, Zidong Wang, Tingxuan Chen
Path-KGE: Preference-Aware Knowledge Graph Embedding with Path Semantics for Link Prediction. WISE (2023)
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
Towards parallel intelligence: an interdisciplinary solution for complex systems. CoRR (2023)
Guangyin Jin, Lingbo Liu, Fuxian Li, Jincai Huang
Spatio-Temporal Graph Neural Point Process for Traffic Congestion Event Prediction. CoRR (2023)
Qi Wang, Yanghe Feng, Jincai Huang, Yiqin Lv, Zheng Xie, Xiaoshan Gao
Large-scale Generative Simulation Artificial Intelligence: the Next Hotspot in Generative AI. CoRR (2023)
Wenjie Wu, Changjun Fan, Jincai Huang, Zhong Liu, Junchi Yan
Machine Learning for the Multi-Dimensional Bin Packing Problem: Literature Review and Empirical Evaluation. CoRR (2023)
Guangyin Jin, Huan Yan, Fuxian Li, Yong Li, Jincai Huang
Dual Graph Convolution Architecture Search for Travel Time Estimation. ACM Trans. Intell. Syst. Technol. 14 (4) (2023)
Guangyin Jin, Hengyu Sha, Zhexu Xi, Jincai Huang
Urban hotspot forecasting via automated spatio-temporal information fusion. Appl. Soft Comput. 136 (2023)
Guangyin Jin, Chenxi Liu, Zhexu Xi, Hengyu Sha, Yanyun Liu, Jincai Huang
Adaptive Dual-View WaveNet for urban spatial-temporal event prediction. Inf. Sci. 588 (2022)
Meihong Xiao, Tingxuan Chen, Zidong Wang, Jun Long, Jincai Huang, Liu Yang
Parameter-Lite Adapter for Dynamic Entity Alignment. PRICAI (1) (2022)
Guangyin Jin, Min Wang, Jinlei Zhang, Hengyu Sha, Jincai Huang
STGNN-TTE: Travel time estimation via spatial-temporal graph neural network. Future Gener. Comput. Syst. 126 (2022)
Wei Shi, Yanghe Feng, Honglan Huang, Zhong Liu, Jincai Huang, Guangquan Cheng
Efficient hierarchical policy network with fuzzy rules. Int. J. Mach. Learn. Cybern. 13 (2) (2022)
Jincai Huang, Yunfei Zhang, Min Deng, Zhengbing He
Mining crowdsourced trajectory and geo-tagged data for spatial-semantic road map construction. Trans. GIS 26 (2) (2022)
Jie Xie, Qing Cheng, Guangquan Cheng, Jincai Huang
Detection of anomalies in key performance indicator data by a convolutional long short-term memory prediction model. CACML (2022)
Ning Li, Xingjiang Chen, Yanghe Feng, Jincai Huang
Human-Computer Interaction Cognitive Behavior Modeling of Command and Control Systems. IEEE Internet Things J. 9 (14) (2022)
Dong Xu, Jie Cheng, Shen Xu, Jing Geng, Feng Yang, He Fang, Jinfeng Xu, Sheng Wang, Yubai Wang, Jincai Huang, Rui Zhang, Manqing Liu, Haixing Li
Understanding the Relationship between China's Eco-Environmental Quality and Urbanization Using Multisource Remote Sensing Data. Remote. Sens. 14 (1) (2022)
Guangyin Jin, Zhexu Xi, Hengyu Sha, Yanghe Feng, Jincai Huang
Deep multi-view graph-based network for citywide ride-hailing demand prediction. Neurocomputing 510 (2022)
Guangyin Jin, Fuxian Li, Jinlei Zhang, Mudan Wang, Jincai Huang
Automated Dilated Spatio-Temporal Synchronous Graph Modeling for Traffic Prediction. CoRR (2022)
Xiaodi Yi, Kuihua Huang, Jincai Huang, Jing Qian, Jie Kang
Research on Order Acceptance Strategy for Military manufactures Based on Semi-Markov Average Reward Reinforcement Learning. MSIE (2022)
Ning Li, Jincai Huang, Yang-He Feng
Construction of multi-channel fusion salient object detection network based on gating mechanism and pooling network. Multim. Tools Appl. 81 (9) (2022)
Baoding Zhou, Tianjing Zheng, Jincai Huang, Yunfei Zhang, Wei Tu, Qingquan Li, Min Deng
A Pedestrian Network Construction System Based on Crowdsourced Walking Trajectories. IEEE Internet Things J. 8 (9) (2021)
Guangyin Jin, Huan Yan, Fuxian Li, Yong Li, Jincai Huang
Hierarchical Neural Architecture Search for Travel Time Estimation. SIGSPATIAL/GIS (2021)
Guangyin Jin, Huan Yan, Fuxian Li, Jincai Huang, Yong Li
Spatial-Temporal Dual Graph Neural Networks for Travel Time Estimation. CoRR (2021)
Baoju Liu, Min Deng, Jingyi Yang, Yan Shi, Jincai Huang, Chengming Li, Bingwen Qiu
Detecting anomalous spatial interaction patterns by maximizing urban population carrying capacity. Comput. Environ. Urban Syst. 87 (2021)
Wei Tu, Ke Mai, Yatao Zhang, Yang Xu, Jincai Huang, Min Deng, Long Chen, Qingquan Li
Real-Time Route Recommendations for E-Taxies Leveraging GPS Trajectories. IEEE Trans. Ind. Informatics 17 (5) (2021)
Hengyu Sha, Guangyin Jin, Guangquan Cheng, Jincai Huang, Kuihua Huang
A Deep Urban Hotspots Prediction Framework with Modeling Geography-Semantic Dynamics. SpatialDI (2021)
Wei Ma, Shuai Zhang, Jincai Huang
Mobile augmented reality based indoor map for improving geo-visualization. PeerJ Comput. Sci. 7 (2021)
Guangyin Jin, Hengyu Sha, Yanghe Feng, Qing Cheng, Jincai Huang
GSEN: An ensemble deep learning benchmark model for urban hotspots spatiotemporal prediction. Neurocomputing 455 (2021)
Jincai Huang, Jianbo Tang
Discovery of arbitrarily shaped significant clusters in spatial point data with noise. Appl. Soft Comput. 108 (2021)
Guangyin Jin, Cunchao Zhu, Yanghe Feng, Jincai Huang, Guangquan Chen, Zhengguo Du
SDPN: A Neural Network Approach for E-hailing Car Supply and Demand Prediction. BDET (2020)
Yunfei Zhang, Zexu Zhang, Jincai Huang, Tingting She, Min Deng, Hongchao Fan, Peng Xu, Xingshen Deng
A Hybrid Method to Incrementally Extract Road Networks Using Spatio-Temporal Trajectory Data. ISPRS Int. J. Geo Inf. 9 (4) (2020)
Ning Li, Jincai Huang, Yanghe Feng, Kuihua Huang, Guangquan Cheng
A Review of Naturalistic Decision-Making and Its Applications to the Future Military. IEEE Access 8 (2020)
Ning Li, Jincai Huang, Yanghe Feng
Human performance modeling and its uncertainty factors affecting decision making: a survery. Soft Comput. 24 (4) (2020)
Jiarui Zhang, Honglan Huang, Zhixun Xia, Likun Ma, Yifan Duan, Yanghe Feng, Jincai Huang
Artificial Neural Networks for Chemistry Representation in Numerical Simulation of the Flamelet-Based Models for Turbulent Combustion. IEEE Access 8 (2020)
Guangyin Jin, Zhexu Xi, Hengyu Sha, Yanghe Feng, Jincai Huang
Deep Multi-View Spatiotemporal Virtual Graph Neural Network for Significant Citywide Ride-hailing Demand Prediction. CoRR (2020)
Qi Wang, Guangyin Jin, Xia Zhao, Yang-He Feng, Jincai Huang
CSAN: A neural network benchmark model for crime forecasting in spatio-temporal scale. Knowl. Based Syst. 189 (2020)
Changjun Fan, Li Zeng, Yanghe Feng, Baoxin Xiu, Jincai Huang, Zhong Liu
Revisiting the power of reinsertion for optimal targets of network attack. J. Cloud Comput. 9 (2020)
Li Chen, Honglan Huang, Yanghe Feng, Guangquan Cheng, Jincai Huang, Zhong Liu
Active one-shot learning by a deep Q-network strategy. Neurocomputing 383 (2020)
Guangyin Jin, Qi Wang, Cunchao Zhu, Yanghe Feng, Jincai Huang, Xingchen Hu
Urban Fire Situation Forecasting: Deep sequence learning with spatio-temporal dynamics. Appl. Soft Comput. 97 (Part B) (2020)
Yanghe Feng, Wei Shi, Guangquan Cheng, Jincai Huang, Zhong Liu
Benchmarking framework for command and control mission planning under uncertain environment. Soft Comput. 24 (4) (2020)
Ning Li, Yingwei Zhou, Bei Zhang, Qiuyu Liu, Jincai Huang, Yanghe Feng
Research on the Parameters of Human - Machine Interaction of Command and Control System Operator Based on Fitts Law. AHFE (7) (2020)
Huimin Liu, Yiyuan Xu, Jianbo Tang, Min Deng, Jincai Huang, Wentao Yang, Fang Wu
Recognizing urban functional zones by a hierarchical fusion method considering landscape features and human activities. Trans. GIS 24 (5) (2020)
Ning Li, Jincai Huang, Guangquan Cheng, Zhenguo Du
Research on the Influence of Information Alignment on the Performance of Human-Computer Interaction. BDET (2020)
Ning Li, Tuoyang Zhou, Jinshou Shi, Ziang Chen, Jincai Huang, Yanghe Feng
Research on Eye Movement Parameters of Command and Control System Operator Based on Emma Model. AHFE (7) (2020)
Min Wang, Qing Cheng, Jincai Huang, Guangquan Cheng
Analysis of the European stock market's advance response time to COVID-19 based on Pearson correlation Coefficient. ACAI (2020)
Changjun Fan, Li Zeng, Yanghe Feng, Guangquan Cheng, Jincai Huang, Zhong Liu
A novel learning-based approach for efficient dismantling of networks. Int. J. Mach. Learn. Cybern. 11 (9) (2020)
Yunfei Zhang, Jincai Huang, Min Deng, Chi Chen, Fangbin Zhou, Shuchun Xie, Xiaoliang Fang
Automated Matching of Multi-Scale Building Data Based on Relaxation Labelling and Pattern Combinations. ISPRS Int. J. Geo Inf. 8 (1) (2019)
Tingting Yang, Yang-He Feng, Guangquan Cheng, Jincai Huang, Zhong Liu
Critical Events Based Resource Layer Structure Dynamic Adaptive Optimization Method. IEEE Access 7 (2019)
Jianbo Tang, Min Deng, Jincai Huang, Huimin Liu, Xueying Chen
An Automatic Method for Detection and Update of Additive Changes in Road Network with GPS Trajectory Data. ISPRS Int. J. Geo Inf. 8 (9) (2019)
Jianbo Tang, Min Deng, Jincai Huang, Huimin Liu
A Novel Method for Road Intersection Construction From Vehicle Trajectory Data. IEEE Access 7 (2019)
Yan Li, Yuhan Wang, Chao Chen, Jincai Huang
CTR Prediction with User Behavior: An Augmented Method of Deep Factorization Machines. ISKE (2019)
Guangyin Jin, Qi Wang, Xia Zhao, Yanghe Feng, Qing Cheng, Jincai Huang
Crime-GAN: A Context-based Sequence Generative Network for Crime Forecasting with Adversarial Loss. IEEE BigData (2019)
Xingchen Hu, Huangke Chen, Chao Chen, Boliang Sun, Jincai Huang, Kuihua Huang
Allocation of Information Granularity: A Multi-Objective Evolutionary Optimization Using Conflict Information. FUZZ-IEEE (2019)
Honglan Huang, Yanghe Feng, Jincai Huang, Jiarui Zhang, Li Chen
A Reinforcement One-Shot Active Learning Approach for Aircraft Type Recognition. IEEE Access 7 (2019)
Guangyin Jin, Jincai Huang, Yang-He Feng, Guangquan Cheng, Zhong Liu, Qi Wang
Addressing the Task of Rocket Recycling with Deep Reinforcement Learning. ICIT (2018)
Xingxing Liang, Qi Wang, Yang-He Feng, Zhong Liu, Jincai Huang
VMAV-C: A Deep Attention-based Reinforcement Learning Algorithm for Model-based Control. CoRR (2018)
Jincai Huang, Min Deng, Jianbo Tang, Shuling Hu, Huimin Liu, Sembeto Wariyo, Jinqiang He
Automatic Generation of Road Maps from Low Quality GPS Trajectory Data via Structure Learning. IEEE Access 6 (2018)
Min Deng, Jincai Huang, Yunfei Zhang, Huimin Liu, Luliang Tang, Jianbo Tang, Xuexi Yang
Generating urban road intersection models from low-frequency GPS trajectory data. Int. J. Geogr. Inf. Sci. 32 (12) (2018)
Qi Wang, ZhiHao Luo, Jincai Huang, Yang-He Feng, Zhong Liu
A Novel Ensemble Method for Imbalanced Data Learning: Bagging of Extrapolation-SMOTE SVM. Comput. Intell. Neurosci. 2017 (2017)
Yang Ma, Xingxing Liang, Jincai Huang, Guangquan Cheng
Intercity Transportation Construction Based on Link Prediction. ICTAI (2017)
Guangquan Cheng, Yang Ma, Jincai Huang, Kuihua Huang
An F Test Based Method of Estimating the Number of Groups in an Organization. ICTAI (2017)
Jinming Wu, Zhong Liu, Guangquan Cheng, Qi Wang, Jincai Huang
Online Shopping Recommendation with Bayesian Probabilistic Matrix Factorization. IFIP TC12 ICIS (2017)
Qing Cheng, Zhong Liu, Jincai Huang, Guangquan Cheng
Community detection in hypernetwork via Density-Ordered Tree partition. Appl. Math. Comput. 276 (2016)
Guangquan Cheng, Yongzhong Lu, Shuai Li, Jincai Huang
A new cascading failures model based on the evolution of node status. ICNC (2015)
Qing Cheng, Xin Lu, Zhong Liu, Jincai Huang
Mining research trends with anomaly detection models: the case of social computing research. Scientometrics 103 (2) (2015)
Guoli Yang, Wei Ming Zhang, Baoxin Xiu, Zhong Liu, Jincai Huang
Key potential-oriented criticality analysis for complex military organization based on FINC-E model. Comput. Math. Organ. Theory 20 (3) (2014)
Jincai Huang, Qing Cheng, Guangquan Cheng, Zhong Liu, Guoli Yang
The analysis interface of dynamic network analysis for networked military organizations. ICMLC (2012)
Qing Cheng, Zhong Liu, Jincai Huang, Cheng Zhu, Yanjun Liu
Hierarchical Clustering Based on Hyper-edge Similarity for Community Detection. Web Intelligence (2012)
Luohao Tang, Wei Ming Zhang, Cheng Zhu, Jincai Huang
Multi-platform coordinated mission planning under uncertainties. HIS (2011)
Shan Yang, Zhong Liu, Liang Mu, Bao-Xin Xiu, Jincai Huang
The analyse of critical node and link in robust C2 information exchange structure for mission. ICMLC (2010)
Guangquan Cheng, Jincai Huang, Cheng Zhu, Zhong Liu, Lizhi Cheng
Perceptual image quality assessment using a geometric structural distortion model. ICIP (2010)
Jianwen Hu, Xiaofeng Hu, Wei Ming Zhang, Shuguang Zhu, Zhong Liu, Jincai Huang
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 39 (2) (2009)
Ying Sai, Peiyao Nie, Ruzhi Xu, Jincai Huang
A rough set approach to mining concise rules from inconsistent data. GrC (2006)
Zhong Liu, Meng Qian, Wei Ming Zhang, Jincai Huang
Flexible Plan Representation for Agile Organization. ICEBE (2006)
Xiaohong Peng, Zhong Liu, Jincai Huang, Dongsheng Yang
Research on Structure Designing of Agent Organization Based on Hybrid Genetic Algorithm. CIMCA/IAWTIC (2006)
Bao-Xin Xiu, Wei Ming Zhang, Zhong Liu, Jincai Huang
Complementary image compression based on the theory of fuzzy information granulation. SMC (2005)
Cheng Zhu, Zhong Liu, Wei Ming Zhang, Weidong Xiao, Jincai Huang
An Efficient Decentralized Grid Service Discovery Approach based on Service Ontology. Web Intelligence (2004)