Mingliang Hou

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 26

Top Topics

Language Processing

Vehicle Trajectory

Top Venues

IEEE Trans. Ind. Informatics

DASC/PiCom/DataCom/CyberSciTech

Publications

Xin Chen, Mingliang Hou, Tao Tang, Achhardeep Kaur, Feng Xia
Digital Twin Mobility Profiling: A Spatio-Temporal Graph Learning Approach. CoRR (2024)
Ying Zheng, Xueyi Li, Yaying Huang, Qianru Liang, Teng Guo, Mingliang Hou, Boyu Gao, Mi Tian, Zitao Liu, Weiqi Luo
Automatic Lesson Plan Generation via Large Language Models with Self-critique Prompting. AIED Companion (1) (2024)
Bojun Zhan, Teng Guo, Xueyi Li, Mingliang Hou, Qianru Liang, Boyu Gao, Weiqi Luo, Zitao Liu
Knowledge Tracing as Language Processing: A Large-Scale Autoregressive Paradigm. AIED (1) (2024)
Feng Xia, Xin Chen, Shuo Yu, Mingliang Hou, Mujie Liu, Linlin You
Coupled Attention Networks for Multivariate Time Series Anomaly Detection. IEEE Trans. Emerg. Top. Comput. 12 (1) (2024)
Xiangjie Kong, Qiao Chen, Mingliang Hou, Hui Wang, Feng Xia
Mobility trajectory generation: a survey. Artif. Intell. Rev. 56 (Supplement 3) (2023)
Feng Xia, Xin Chen, Shuo Yu, Mingliang Hou, Mujie Liu, Linlin You
Coupled Attention Networks for Multivariate Time Series Anomaly Detection. CoRR (2023)
Shuo Yu, Feng Xia, Shihao Li, Mingliang Hou, Quan Z. Sheng
Spatio-temporal Graph Learning for Epidemic Prediction. ACM Trans. Intell. Syst. Technol. 14 (2) (2023)
Xiangjie Kong, Kailai Wang, Mingliang Hou, Feng Xia, Gour Karmakar, Jianxin Li
Exploring Human Mobility for Multi-Pattern Passenger Prediction: A Graph Learning Framework. CoRR (2022)
Mingliang Hou, Mengyuan Wang, Wenhong Zhao, Qichao Ni, Zhen Cai, Xiangjie Kong
A lightweight framework for abnormal driving behavior detection. Comput. Commun. 184 (2022)
Xiangjie Kong, Kailai Wang, Mingliang Hou, Feng Xia, Gour C. Karmakar, Jianxin Li
Exploring Human Mobility for Multi-Pattern Passenger Prediction: A Graph Learning Framework. IEEE Trans. Intell. Transp. Syst. 23 (9) (2022)
Mingliang Hou, Feng Xia, Haoran Gao, Xin Chen, Honglong Chen
Urban Region Profiling With Spatio-Temporal Graph Neural Networks. IEEE Trans. Comput. Soc. Syst. 9 (6) (2022)
Xiangjie Kong, Qiao Chen, Mingliang Hou, Azizur Rahim, Kai Ma, Feng Xia
RMGen: A Tri-Layer Vehicular Trajectory Data Generation Model Exploring Urban Region Division and Mobility Pattern. IEEE Trans. Veh. Technol. 71 (9) (2022)
Xiangjie Kong, Gaohui Duan, Mingliang Hou, Guojiang Shen, Hui Wang, Xiaoran Yan, Mario Collotta
Deep Reinforcement Learning-Based Energy-Efficient Edge Computing for Internet of Vehicles. IEEE Trans. Ind. Informatics 18 (9) (2022)
Jing Ren, Feng Xia, Xiangtai Chen, Jiaying Liu, Mingliang Hou, Ahsan Shehzad, Nargiz Sultanova, Xiangjie Kong
Matching Algorithms: Fundamentals, Applications and Challenges. CoRR (2021)
Jing Ren, Feng Xia, Xiangtai Chen, Jiaying Liu, Mingliang Hou, Ahsan Shehzad, Nargiz Sultanova, Xiangjie Kong
Matching Algorithms: Fundamentals, Applications and Challenges. IEEE Trans. Emerg. Top. Comput. Intell. 5 (3) (2021)
Xiangjie Kong, Kailai Wang, Mingliang Hou, Xinyu Hao, Guojiang Shen, Xin Chen, Feng Xia
A Federated Learning-Based License Plate Recognition Scheme for 5G-Enabled Internet of Vehicles. IEEE Trans. Ind. Informatics 17 (12) (2021)
Mingliang Hou, Lei Wang, Jiaying Liu, Xiangjie Kong, Feng Xia
A3Graph: adversarial attributed autoencoder for graph representation learning. SAC (2021)
Mingliang Hou, Jing Ren, Falih Febrinanto, Ahsan Shehzad, Feng Xia
Cross Network Representation Matching with Outliers. ICDM (Workshops) (2021)
Qiao Chen, Kai Ma, Mingliang Hou, Xiangjie Kong, Feng Xia
Decision Behavior Based Private Vehicle Trajectory Generation Towards Smart Cities. WISA (2021)
Xin Chen, Mingliang Hou, Tao Tang, Achhardeep Kaur, Feng Xia
Digital Twin Mobility Profiling: A Spatio-Temporal Graph Learning Approach. HPCC/DSS/SmartCity/DependSys (2021)
Jun Zhang, Xiaoyan Su, Mingliang Hou, Jing Ren
A Computational Complexity-Based Method for Predicting Scholars' Ages through Articles' Information. Complex. 2021 (2021)
Mingliang Hou, Jing Ren, Da Zhang, Xiangjie Kong, Dongyu Zhang, Feng Xia
Network embedding: Taxonomies, frameworks and applications. Comput. Sci. Rev. 38 (2020)
Xiangjie Kong, Feng Xia, Jianxin Li, Mingliang Hou, Menglin Li, Yong Xiang
A Shared Bus Profiling Scheme for Smart Cities Based on Heterogeneous Mobile Crowdsourced Data. IEEE Trans. Ind. Informatics 16 (2) (2020)
Xiangjie Kong, Linyan Wen, Jing Ren, Mingliang Hou, Minghao Zhang, Kang Liu, Feng Xia
Many-to-Many Collaborator Recommendation Based on Matching Markets Theory. DASC/PiCom/DataCom/CyberSciTech (2019)
Jing Ren, Lei Wang, Kailai Wang, Shuo Yu, Mingliang Hou, Ivan Lee, Xiangjie Kong, Feng Xia
API: An Index for Quantifying a Scholar's Academic Potential. IEEE Access 7 (2019)
Mingliang Hou, Xingwei Hao, Shuo Tian, Yi Liu
Construction of Learning Partners Based on Learning Interest. DASC/PiCom/DataCom/CyberSciTech (2016)
Yuran Liu, Mingliang Hou
Liu-hou Prediction Algorithm for Weak Source Uncertainty Information. J. Comput. 9 (2) (2014)
Yuran Liu, Mingliang Hou
Fractional Order Correlation Algorithm's Accuracy Analysis. J. Softw. 8 (2) (2013)
Yuran Liu, Mingliang Hou, Yanglie Fu
Uncertainty Time Series' Multi-Scale Fractional-Order Association Model. J. Comput. 7 (11) (2012)
Mingliang Hou, Yuran Liu, Yun Hu
Contrast Analysis on Fractional Order and Slope Correlation Accuracy. J. Comput. 7 (8) (2012)
Mingliang Hou, Yuran Liu
Fractional Order Ship Tracking Correlation Algorithm. J. Softw. 7 (12) (2012)
Mingliang Hou, CunHua Li, Yong Zhang
Texture Retrieval by Scale and Rotation Invariant Directional Empirical Mode Decomposition. ACIS-ICIS (2009)
Yuran Liu, Mingliang Hou, Xuejun Rao, Yudong Zhang
A Steady Corner Detection of Gray Level Images Based on Improved Harris Algorithm. ICNSC (2008)