Mingliang Hou

According to our database, Mingliang Hou authored at least 33 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Adaptive Spatio-temporal Graph Learning for Bus Station Profiling.

Mingliang Hou, Feng Xia, Xin Chen, Vidya Saikrishna, Honglong Chen

ACM Trans. Spatial Algorithms Syst., September, 2024

Coupled Attention Networks for Multivariate Time Series Anomaly Detection.

Feng Xia, Xin Chen, Shuo Yu, Mingliang Hou, Mujie Liu, Linlin You

IEEE Trans. Emerg. Top. Comput., 2024

MissII: Missing Information Imputation for Traffic Data.

Mingliang Hou, Tao Tang, Feng Xia, Ibrahim A. Sultan, Roopdeep Kaur, Xiangjie Kong

IEEE Trans. Emerg. Top. Comput., 2024

Extending Context Window of Attention Based Knowledge Tracing Models via Length Extrapolation.

Xueyi Li, Youheng Bai, Teng Guo, Ying Zheng, Mingliang Hou, Bojun Zhan, Yaying Huang, Zitao Liu, Boyu Gao, Weiqi Luo

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Multi-turn Classroom Dialogue Dataset: Assessing Student Performance from One-on-one Conversations.

Jiahao Chen, Zitao Liu, Mingliang Hou, Xiangyu Zhao, Weiqi Luo

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Automatic Lesson Plan Generation via Large Language Models with Self-critique Prompting.

Ying Zheng, Xueyi Li, Yaying Huang, Qianru Liang, Teng Guo, Mingliang Hou, Boyu Gao, Mi Tian, Zitao Liu, Weiqi Luo

Proceedings of the Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium and Blue Sky, 2024

Knowledge Tracing as Language Processing: A Large-Scale Autoregressive Paradigm.

Bojun Zhan, Teng Guo, Xueyi Li, Mingliang Hou, Qianru Liang, Boyu Gao, Weiqi Luo, Zitao Liu

Proceedings of the Artificial Intelligence in Education - 25th International Conference, 2024

2023

Mobility trajectory generation: a survey.

Xiangjie Kong, Qiao Chen, Mingliang Hou, Hui Wang, Feng Xia

Artif. Intell. Rev., December, 2023

Spatio-temporal Graph Learning for Epidemic Prediction.

Shuo Yu, Feng Xia, Shihao Li, Mingliang Hou, Quan Z. Sheng

ACM Trans. Intell. Syst. Technol., April, 2023

2022

RMGen: A Tri-Layer Vehicular Trajectory Data Generation Model Exploring Urban Region Division and Mobility Pattern.

Xiangjie Kong, Qiao Chen, Mingliang Hou, Azizur Rahim, Kai Ma, Feng Xia

IEEE Trans. Veh. Technol., 2022

Exploring Human Mobility for Multi-Pattern Passenger Prediction: A Graph Learning Framework.

Xiangjie Kong, Kailai Wang, Mingliang Hou, Feng Xia, Gour C. Karmakar, Jianxin Li

IEEE Trans. Intell. Transp. Syst., 2022

Deep Reinforcement Learning-Based Energy-Efficient Edge Computing for Internet of Vehicles.

Xiangjie Kong, Gaohui Duan, Mingliang Hou, Guojiang Shen, Hui Wang, Xiaoran Yan, Mario Collotta

IEEE Trans. Ind. Informatics, 2022

Urban Region Profiling With Spatio-Temporal Graph Neural Networks.

Mingliang Hou, Feng Xia, Haoran Gao, Xin Chen, Honglong Chen

IEEE Trans. Comput. Soc. Syst., 2022

A lightweight framework for abnormal driving behavior detection.

Mingliang Hou, Mengyuan Wang, Wenhong Zhao, Qichao Ni, Zhen Cai, Xiangjie Kong

Comput. Commun., 2022

2021

A Federated Learning-Based License Plate Recognition Scheme for 5G-Enabled Internet of Vehicles.

Xiangjie Kong, Kailai Wang, Mingliang Hou, Xinyu Hao, Guojiang Shen, Xin Chen, Feng Xia

IEEE Trans. Ind. Informatics, 2021

Matching Algorithms: Fundamentals, Applications and Challenges.

Jing Ren, Feng Xia, Xiangtai Chen, Jiaying Liu, Mingliang Hou, Ahsan Shehzad, Nargiz Sultanova, Xiangjie Kong

IEEE Trans. Emerg. Top. Comput. Intell., 2021

A Computational Complexity-Based Method for Predicting Scholars' Ages through Articles' Information.

Jun Zhang, Xiaoyan Su, Mingliang Hou, Jing Ren

Complex., 2021

A3Graph: adversarial attributed autoencoder for graph representation learning.

Mingliang Hou, Lei Wang, Jiaying Liu, Xiangjie Kong, Feng Xia

Proceedings of the SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 2021

Cross Network Representation Matching with Outliers.

Mingliang Hou, Jing Ren, Falih Febrinanto, Ahsan Shehzad, Feng Xia

Proceedings of the 2021 International Conference on Data Mining, 2021

Digital Twin Mobility Profiling: A Spatio-Temporal Graph Learning Approach.

Xin Chen, Mingliang Hou, Tao Tang, Achhardeep Kaur, Feng Xia

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

Decision Behavior Based Private Vehicle Trajectory Generation Towards Smart Cities.

Qiao Chen, Kai Ma, Mingliang Hou, Xiangjie Kong, Feng Xia

Proceedings of the Web Information Systems and Applications, 2021

2020

A Shared Bus Profiling Scheme for Smart Cities Based on Heterogeneous Mobile Crowdsourced Data.

Xiangjie Kong, Feng Xia, Jianxin Li, Mingliang Hou, Menglin Li, Yong Xiang

IEEE Trans. Ind. Informatics, 2020

Network embedding: Taxonomies, frameworks and applications.

Mingliang Hou, Jing Ren, Da Zhang, Xiangjie Kong, Dongyu Zhang, Feng Xia

Comput. Sci. Rev., 2020

2019

API: An Index for Quantifying a Scholar's Academic Potential.

Jing Ren, Lei Wang, Kailai Wang, Shuo Yu, Mingliang Hou, Ivan Lee, Xiangjie Kong, Feng Xia

IEEE Access, 2019

Many-to-Many Collaborator Recommendation Based on Matching Markets Theory.

Xiangjie Kong, Linyan Wen, Jing Ren, Mingliang Hou, Minghao Zhang, Kang Liu, Feng Xia

Proceedings of the 2019 IEEE Intl Conf on Dependable, 2019

2016

Construction of Learning Partners Based on Learning Interest.

Mingliang Hou, Xingwei Hao, Shuo Tian, Yi Liu

Proceedings of the 2016 IEEE 14th Intl Conf on Dependable, 2016

2014

Liu-hou Prediction Algorithm for Weak Source Uncertainty Information.

Yuran Liu, Mingliang Hou

J. Comput., 2014

2013

Fractional Order Correlation Algorithm's Accuracy Analysis.

Yuran Liu, Mingliang Hou

J. Softw., 2013

2012

Fractional Order Ship Tracking Correlation Algorithm.

Mingliang Hou, Yuran Liu

J. Softw., 2012

Uncertainty Time Series' Multi-Scale Fractional-Order Association Model.

Yuran Liu, Mingliang Hou, Yanglie Fu

J. Comput., 2012

Contrast Analysis on Fractional Order and Slope Correlation Accuracy.

Mingliang Hou, Yuran Liu, Yun Hu

J. Comput., 2012

2009

Texture Retrieval by Scale and Rotation Invariant Directional Empirical Mode Decomposition.

Mingliang Hou, CunHua Li, Yong Zhang

Proceedings of the 8th IEEE/ACIS International Conference on Computer and Information Science, 2009

2008

A Steady Corner Detection of Gray Level Images Based on Improved Harris Algorithm.

Yuran Liu, Mingliang Hou, Xuejun Rao, Yudong Zhang

Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2008