Mingliang Hou

932 total citations
47 papers, 606 citations indexed

About

Mingliang Hou is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Transportation. According to data from OpenAlex, Mingliang Hou has authored 47 papers receiving a total of 606 indexed citations (citations by other indexed papers that have themselves been cited), including 23 papers in Artificial Intelligence, 9 papers in Computer Vision and Pattern Recognition and 8 papers in Transportation. Recurrent topics in Mingliang Hou's work include Advanced Graph Neural Networks (8 papers), Human Mobility and Location-Based Analysis (8 papers) and Traffic Prediction and Management Techniques (7 papers). Mingliang Hou is often cited by papers focused on Advanced Graph Neural Networks (8 papers), Human Mobility and Location-Based Analysis (8 papers) and Traffic Prediction and Management Techniques (7 papers). Mingliang Hou collaborates with scholars based in China, Australia and United States. Mingliang Hou's co-authors include Xiangjie Kong, Feng Xia, Guojiang Shen, Kailai Wang, Xin Chen, Xiaoran Yan, Hui Wang, Jianxin Li, Mario Collotta and Jing Ren and has published in prestigious journals such as Expert Systems with Applications, IEEE Access and Journal of Biomechanics.

In The Last Decade

Mingliang Hou

38 papers receiving 596 citations

Peers

Countries citing papers authored by Mingliang Hou

Since Specialization

Citations

This map shows the geographic impact of Mingliang Hou's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Mingliang Hou with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Mingliang Hou more than expected).

Fields of papers citing papers by Mingliang Hou

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Mingliang Hou. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Mingliang Hou. The network helps show where Mingliang Hou may publish in the future.

Co-authorship network of co-authors of Mingliang Hou

This figure shows the co-authorship network connecting the top 25 collaborators of Mingliang Hou. A scholar is included among the top collaborators of Mingliang Hou based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Mingliang Hou. Mingliang Hou is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Improving Knowledge Tracing through Multi-Source Scaling with Decoder-Only Transformers 2025 ·ACM Transactions on Intelligent Systems and Technology ·Teng Guo, (unknown), (unknown), (unknown), Xiangyu Zhao, Mingliang Hou, Zitao Liu	0
2	Prerequisite Relation Learning: A Survey and Outlook 2025 ·ACM Computing Surveys ·(unknown), Zitao Liu, Teng Guo, Mingliang Hou, (unknown)	1
3	Enhancing Knowledge Tracing through Decoupling Cognitive Pattern from Error-Prone Data 2025 ·Teng Guo, (unknown), (unknown), Mingliang Hou, Zitao Liu, Feng Xia, Weiqi Luo	1
4	Learning multi-granularity temporal characteristics for attention based knowledge tracing 2025 ·Neurocomputing ·(unknown), Xueyi Li, Zitao Liu, (unknown), (unknown), Mingliang Hou, Weiqi Luo	0
5	7,8-Dihydroxyflavone ameliorates bone loss by regulating TRKB/AKT/FOXO3a pathway in a mouse model of alzheimer’s disease 2025 ·Psychopharmacology ·Dong Liu, Xiaoxiong Li, Peng Shi, (unknown), Jie Huang, Mingliang Hou, (unknown), (unknown), Hongyan Yang, (unknown), Huadong Zhou, Jing Lu, Yating Liu, (unknown), Donglin Wang, Rui Zhou	0
6	Denoised Attention and Question-Augmented Representations for Knowledge Tracing 2025 ·Jiwei Deng, (unknown), Mingliang Hou, Teng Guo, Zitao Liu, Weiqi Luo	1
7	csKT: Addressing cold-start problem in knowledge tracing via kernel bias and cone attention 2024 ·Expert Systems with Applications ·(unknown), (unknown), Zitao Liu, (unknown), Teng Guo, Mingliang Hou, Feng Xia, Weiqi Luo	4
8	Multi-turn Classroom Dialogue Dataset: Assessing Student Performance from One-on-one Conversations 2024 ·(unknown), Zitao Liu, Mingliang Hou, Xiangyu Zhao, Weiqi Luo	1
9	STUB1 increases adiponectin expression by inducing ubiquitination and degradation of NR2F2, thereby reducing hepatic stellate cell activation and alleviating non-alcoholic fatty liver disease 2024 ·Tissue and Cell ·(unknown), (unknown), Fan Cui, Zhen Li, (unknown), Jingjing Zhou, Mingliang Hou, (unknown)	4
10	Federated Graph Anomaly Detection via Contrastive Self-Supervised Learning 2024 ·IEEE Transactions on Neural Networks and Learning Systems ·Xiangjie Kong, (unknown), Hui Wang, Mingliang Hou, Xin Chen, Xiaoran Yan, Sajal K. Das	15
11	Mobility trajectory generation: a survey 2023 ·Artificial Intelligence Review ·Xiangjie Kong, (unknown), Mingliang Hou, Hui Wang, Feng Xia	16
12	Spatio-temporal Graph Learning for Epidemic Prediction 2023 ·ACM Transactions on Intelligent Systems and Technology ·Shuo Yu, Feng Xia, (unknown), Mingliang Hou, Quan Z. Sheng	19
13	Coupled Attention Networks for Multivariate Time Series Anomaly Detection 2023 ·IEEE Transactions on Emerging Topics in Computing ·Feng Xia, Xin Chen, Shuo Yu, Mingliang Hou, (unknown), Linlin You	15
14	Exploring Human Mobility for Multi-Pattern Passenger Prediction: A Graph Learning Framework 2022 ·IEEE Transactions on Intelligent Transportation Systems ·Xiangjie Kong, Kailai Wang, Mingliang Hou, Feng Xia, Gour Karmakar, Jianxin Li	51
15	Based on molecular structures: Amyloid-β generation, clearance, toxicity and therapeutic strategies 2022 ·Frontiers in Molecular Neuroscience ·Hai Yang, Jin‐Ping Li, Xiaoxiong Li, (unknown), Mingliang Hou, Huadong Zhou, Rui Zhou	16
16	RMGen: A Tri-Layer Vehicular Trajectory Data Generation Model Exploring Urban Region Division and Mobility Pattern 2022 ·IEEE Transactions on Vehicular Technology ·Xiangjie Kong, (unknown), Mingliang Hou, Azizur Rahim, (unknown), Feng Xia	37
17	A Shared Bus Profiling Scheme for Smart Cities Based on Heterogeneous Mobile Crowdsourced Data 2019 ·IEEE Transactions on Industrial Informatics ·Xiangjie Kong, Feng Xia, Jianxin Li, Mingliang Hou, Menglin Li, Yong Xiang	41
18	A Fractional Order Grey Prediction Algorithm 2011 ·(unknown), (unknown), Mingliang Hou	5
19	Fractional Order Correlation Algorithm of Uncertain Time Sequence 2011 ·(unknown), (unknown), Hong Ma, Mingliang Hou	6
20	The Intelligent Safety Care System of the Wireless Mesh Network. 2007 ·International MultiConference of Engineers and Computer Scientists ·Gwo-Jiun Horng, Mingliang Hou, Gwo-Jia Jong, (unknown)	7

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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