Mingliang Hou

61 papers A* 8A 2Misc 2Journal 41Unranked 8
YearRankTypeTitle / Venue / Authors
2026 A* conf
A Frequency-Aware Mixture of Heterogeneous Experts Framework for Knowledge Tracing.
WWW
Youheng Bai, Mingliang Hou, Teng Guo, Zitao Liu, Weiqi Luo
2026 A* conf
Bridging Semantic Understanding and Popularity Bias with LLMs.
WWW
Renqiang Luo, Dong Zhang, Yupeng Gao, Wen Shi, Mingliang Hou, Jiaying Liu, Zhe Wang, Shuo Yu
2026 J jnl
Bridging Semantic Understanding and Popularity Bias with LLMs.
CoRR
Renqiang Luo, Dong Zhang, Yupeng Gao, Wen Shi, Mingliang Hou, Jiaying Liu, Zhe Wang, Shuo Yu
2026 A* conf
COMA: A Collaborative Multi-Role Agent Framework for Automated Lesson Plan Generation.
WWW
Xiaoli Zeng, Ying Zheng, Shuyan Huang, Zitao Liu, Mi Tian, Mingliang Hou, Jiaqi Zheng, Wenzhou Dou
2026 J jnl
Dynamic Graph Learning for Bus Passenger Profiling in Urban Transportation Networks.
IEEE Trans. Intell. Transp. Syst.
Mingliang Hou, Muhammad Tahir, Jaroslav Frnda, Xiao Zheng, Muhammad Shahid Anwar, Yongwei Tang, Imtiaz Hussain
2026 J jnl
FairGC: Fairness-aware Graph Condensation.
CoRR
Yihan Gao, Chenxi Huang, Wen Shi, Ke Sun, Ziqi Xu, Xikun Zhang, Mingliang Hou, Renqiang Luo
2026 A* conf
FairGE: Fairness-Aware Graph Encoding in Incomplete Social Networks.
WWW
Renqiang Luo, Huafei Huang, Tao Tang, Jing Ren, Ziqi Xu, Mingliang Hou, Enyan Dai, Feng Xia
2026 J jnl
FairGE: Fairness-Aware Graph Encoding in Incomplete Social Networks.
CoRR
Renqiang Luo, Huafei Huang, Tao Tang, Jing Ren, Ziqi Xu, Mingliang Hou, Enyan Dai, Feng Xia
2026 A* conf
FairGU: Fairness-aware Graph Unlearning in Social Networks.
WWW
Renqiang Luo, Yongshuai Yang, Huafei Huang, Qing Qing, Mingliang Hou, Ziqi Xu, Yi Yu, Jingjing Zhou, Feng Xia
2026 J jnl
FairGU: Fairness-aware Graph Unlearning in Social Networks.
CoRR
Renqiang Luo, Yongshuai Yang, Huafei Huang, Qing Qing, Mingliang Hou, Ziqi Xu, Yi Yu, Jingjing Zhou, Feng Xia
2026 J jnl
NeiGAD: Augmenting Graph Anomaly Detection via Spectral Neighbor Information.
CoRR
Qing Qing, Huafei Huang, Mingliang Hou, Renqiang Luo, Mohsen Guizani
2026 J jnl
Prototype-Enhanced Multi-View Learning for Thyroid Nodule Ultrasound Classification.
CoRR
Yangmei Chen, Zhongyuan Zhang, Xikun Zhang, Xinyu Hao, Mingliang Hou, Renqiang Luo, Ziqi Xu
2025 J jnl
A prompt-driven framework for multi-domain knowledge tracing.
Mach. Learn.
Zitao Liu, Shuyan Huang, Teng Guo, Mingliang Hou, Qianru Liang
2025 A* conf
Cognitive Fluctuations Enhanced Attention Network for Knowledge Tracing.
AAAI
Mingliang Hou, Xueyi Li, Teng Guo, Zitao Liu, Mi Tian, Renqiang Luo, Weiqi Luo
2025 J jnl
Deep Learning Based Knowledge Tracing: A Review, a Tool and Empirical Studies.
IEEE Trans. Knowl. Data Eng.
Zitao Liu, Teng Guo, Qianru Liang, Mingliang Hou, Bojun Zhan, Jiliang Tang, Weiqi Luo, Jian Weng
2025 A* conf
Denoised Attention and Question-Augmented Representations for Knowledge Tracing.
IJCAI
Jiwei Deng, Youheng Bai, Mingliang Hou, Teng Guo, Zitao Liu, Weiqi Luo
2025 J jnl
EAGLE: Contrastive Learning for Efficient Graph Anomaly Detection.
CoRR
Jing Ren, Mingliang Hou, Zhixuan Liu, Xiaomei Bai
2025 A* conf
Enhancing Knowledge Tracing through Decoupling Cognitive Pattern from Error-Prone Data.
WWW
Teng Guo, Yu Qin, Yubin Xia, Mingliang Hou, Zitao Liu, Feng Xia, Weiqi Luo
2025 J jnl
Federated Graph Anomaly Detection via Contrastive Self-Supervised Learning.
IEEE Trans. Neural Networks Learn. Syst.
Xiangjie Kong, Wenyi Zhang, Hui Wang, Mingliang Hou, Xin Chen, Xiaoran Yan, Sajal K. Das
2025 J jnl
Learning multi-granularity temporal characteristics for attention based knowledge tracing.
Neurocomputing
Youheng Bai, Xueyi Li, Zitao Liu, Yaying Huang, Teng Guo, Mingliang Hou, Weiqi Luo
2025 J jnl
P-MIA: A Profiled-Based Membership Inference Attack on Cognitive Diagnosis Models.
CoRR
Mingliang Hou, Yinuo Wang, Teng Guo, Zitao Liu, Wenzhou Dou, Jiaqi Zheng, Renqiang Luo, Mi Tian, Weiqi Luo
2025 J jnl
Prerequisite Relation Learning: A Survey and Outlook.
ACM Comput. Surv.
Youheng Bai, Zitao Liu, Teng Guo, Mingliang Hou, Kui Xiao
2025 J jnl
PrivacyCD: Hierarchical Unlearning for Protecting Student Privacy in Cognitive Diagnosis.
CoRR
Mingliang Hou, Yinuo Wang, Teng Guo, Zitao Liu, Wenzhou Dou, Jiaqi Zheng, Renqiang Luo, Mi Tian, Weiqi Luo
2025 J jnl
csKT: Addressing cold-start problem in knowledge tracing via kernel bias and cone attention.
Expert Syst. Appl.
Youheng Bai, Xueyi Li, Zitao Liu, Yaying Huang, Teng Guo, Mingliang Hou, Feng Xia, Weiqi Luo
2024 J jnl
Adaptive Spatio-temporal Graph Learning for Bus Station Profiling.
ACM Trans. Spatial Algorithms Syst.
Mingliang Hou, Feng Xia, Xin Chen, Vidya Saikrishna, Honglong Chen
2024 — conf
Automatic Lesson Plan Generation via Large Language Models with Self-critique Prompting.
AIED Companion (1)
Ying Zheng, Xueyi Li, Yaying Huang, Qianru Liang, Teng Guo, Mingliang Hou, Boyu Gao, Mi Tian, Zitao Liu, Weiqi Luo
2024 J jnl
Coupled Attention Networks for Multivariate Time Series Anomaly Detection.
IEEE Trans. Emerg. Top. Comput.
Feng Xia, Xin Chen, Shuo Yu, Mingliang Hou, Mujie Liu, Linlin You
2024 J jnl
Digital Twin Mobility Profiling: A Spatio-Temporal Graph Learning Approach.
CoRR
Xin Chen, Mingliang Hou, Tao Tang, Achhardeep Kaur, Feng Xia
2024 A conf
Extending Context Window of Attention Based Knowledge Tracing Models via Length Extrapolation.
ECAI
Xueyi Li, Youheng Bai, Teng Guo, Ying Zheng, Mingliang Hou, Bojun Zhan, Yaying Huang, Zitao Liu, Boyu Gao, Weiqi Luo
2024 — conf
Knowledge Tracing as Language Processing: A Large-Scale Autoregressive Paradigm.
AIED (1)
Bojun Zhan, Teng Guo, Xueyi Li, Mingliang Hou, Qianru Liang, Boyu Gao, Weiqi Luo, Zitao Liu
2024 J jnl
MissII: Missing Information Imputation for Traffic Data.
IEEE Trans. Emerg. Top. Comput.
Mingliang Hou, Tao Tang, Feng Xia, Ibrahim A. Sultan, Roopdeep Kaur, Xiangjie Kong
2024 A conf
Multi-turn Classroom Dialogue Dataset: Assessing Student Performance from One-on-one Conversations.
CIKM
Jiahao Chen, Zitao Liu, Mingliang Hou, Xiangyu Zhao, Weiqi Luo
2023 J jnl
Coupled Attention Networks for Multivariate Time Series Anomaly Detection.
CoRR
Feng Xia, Xin Chen, Shuo Yu, Mingliang Hou, Mujie Liu, Linlin You
2023 J jnl
Mobility trajectory generation: a survey.
Artif. Intell. Rev.
Xiangjie Kong, Qiao Chen, Mingliang Hou, Hui Wang, Feng Xia
2023 J jnl
Spatio-temporal Graph Learning for Epidemic Prediction.
ACM Trans. Intell. Syst. Technol.
Shuo Yu, Feng Xia, Shihao Li, Mingliang Hou, Quan Z. Sheng
2022 J jnl
A lightweight framework for abnormal driving behavior detection.
Comput. Commun.
Mingliang Hou, Mengyuan Wang, Wenhong Zhao, Qichao Ni, Zhen Cai, Xiangjie Kong
2022 J jnl
Deep Reinforcement Learning-Based Energy-Efficient Edge Computing for Internet of Vehicles.
IEEE Trans. Ind. Informatics
Xiangjie Kong, Gaohui Duan, Mingliang Hou, Guojiang Shen, Hui Wang, Xiaoran Yan, Mario Collotta
2022 J jnl
Exploring Human Mobility for Multi-Pattern Passenger Prediction: A Graph Learning Framework.
CoRR
Xiangjie Kong, Kailai Wang, Mingliang Hou, Feng Xia, Gour C. Karmakar, Jianxin Li
2022 J jnl
Exploring Human Mobility for Multi-Pattern Passenger Prediction: A Graph Learning Framework.
IEEE Trans. Intell. Transp. Syst.
Xiangjie Kong, Kailai Wang, Mingliang Hou, Feng Xia, Gour C. Karmakar, Jianxin Li
2022 J jnl
RMGen: A Tri-Layer Vehicular Trajectory Data Generation Model Exploring Urban Region Division and Mobility Pattern.
IEEE Trans. Veh. Technol.
Xiangjie Kong, Qiao Chen, Mingliang Hou, Azizur Rahim, Kai Ma, Feng Xia
2022 J jnl
Urban Region Profiling With Spatio-Temporal Graph Neural Networks.
IEEE Trans. Comput. Soc. Syst.
Mingliang Hou, Feng Xia, Haoran Gao, Xin Chen, Honglong Chen
2021 J jnl
A Computational Complexity-Based Method for Predicting Scholars' Ages through Articles' Information.
Complex.
Jun Zhang, Xiaoyan Su, Mingliang Hou, Jing Ren
2021 J jnl
A Federated Learning-Based License Plate Recognition Scheme for 5G-Enabled Internet of Vehicles.
IEEE Trans. Ind. Informatics
Xiangjie Kong, Kailai Wang, Mingliang Hou, Xinyu Hao, Guojiang Shen, Xin Chen, Feng Xia
2021 Misc conf
A3Graph: adversarial attributed autoencoder for graph representation learning.
SAC
Mingliang Hou, Lei Wang, Jiaying Liu, Xiangjie Kong, Feng Xia
2021 — conf
Cross Network Representation Matching with Outliers.
ICDM (Workshops)
Mingliang Hou, Jing Ren, Falih Febrinanto, Ahsan Shehzad, Feng Xia
2021 Misc conf
Decision Behavior Based Private Vehicle Trajectory Generation Towards Smart Cities.
WISA
Qiao Chen, Kai Ma, Mingliang Hou, Xiangjie Kong, Feng Xia
2021 — conf
Digital Twin Mobility Profiling: A Spatio-Temporal Graph Learning Approach.
HPCC/DSS/SmartCity/DependSys
Xin Chen, Mingliang Hou, Tao Tang, Achhardeep Kaur, Feng Xia
2021 J jnl
Matching Algorithms: Fundamentals, Applications and Challenges.
CoRR
Jing Ren, Feng Xia, Xiangtai Chen, Jiaying Liu, Mingliang Hou, Ahsan Shehzad, Nargiz Sultanova, Xiangjie Kong
2021 J jnl
Matching Algorithms: Fundamentals, Applications and Challenges.
IEEE Trans. Emerg. Top. Comput. Intell.
Jing Ren, Feng Xia, Xiangtai Chen, Jiaying Liu, Mingliang Hou, Ahsan Shehzad, Nargiz Sultanova, Xiangjie Kong
2020 J jnl
A Shared Bus Profiling Scheme for Smart Cities Based on Heterogeneous Mobile Crowdsourced Data.
IEEE Trans. Ind. Informatics
Xiangjie Kong, Feng Xia, Jianxin Li, Mingliang Hou, Menglin Li, Yong Xiang
2020 J jnl
Network embedding: Taxonomies, frameworks and applications.
Comput. Sci. Rev.
Mingliang Hou, Jing Ren, Da Zhang, Xiangjie Kong, Dongyu Zhang, Feng Xia
2019 J jnl
API: An Index for Quantifying a Scholar's Academic Potential.
IEEE Access
Jing Ren, Lei Wang, Kailai Wang, Shuo Yu, Mingliang Hou, Ivan Lee, Xiangjie Kong, Feng Xia
2019 — conf
Many-to-Many Collaborator Recommendation Based on Matching Markets Theory.
DASC/PiCom/DataCom/CyberSciTech
Xiangjie Kong, Linyan Wen, Jing Ren, Mingliang Hou, Minghao Zhang, Kang Liu, Feng Xia
2016 — conf
Construction of Learning Partners Based on Learning Interest.
DASC/PiCom/DataCom/CyberSciTech
Mingliang Hou, Xingwei Hao, Shuo Tian, Yi Liu
2014 J jnl
Liu-hou Prediction Algorithm for Weak Source Uncertainty Information.
J. Comput.
Yuran Liu, Mingliang Hou
2013 J jnl
Fractional Order Correlation Algorithm's Accuracy Analysis.
J. Softw.
Yuran Liu, Mingliang Hou
2012 J jnl
Contrast Analysis on Fractional Order and Slope Correlation Accuracy.
J. Comput.
Mingliang Hou, Yuran Liu, Yun Hu
2012 J jnl
Fractional Order Ship Tracking Correlation Algorithm.
J. Softw.
Mingliang Hou, Yuran Liu
2012 J jnl
Uncertainty Time Series' Multi-Scale Fractional-Order Association Model.
J. Comput.
Yuran Liu, Mingliang Hou, Yanglie Fu
2009 — conf
Texture Retrieval by Scale and Rotation Invariant Directional Empirical Mode Decomposition.
ACIS-ICIS
Mingliang Hou, Cunhua Li, Yong Zhang
2008 — conf
A Steady Corner Detection of Gray Level Images Based on Improved Harris Algorithm.
ICNSC
Yuran Liu, Mingliang Hou, Xuejun Rao, Yudong Zhang