Yupeng Hou

67 total papers · 3.8k total citations
28 papers, 1.2k citations indexed

About

Yupeng Hou is a scholar working on Artificial Intelligence, Information Systems and Computer Vision and Pattern Recognition. According to data from OpenAlex, Yupeng Hou has authored 28 papers receiving a total of 1.2k indexed citations (citations by other indexed papers that have themselves been cited), including 21 papers in Artificial Intelligence, 20 papers in Information Systems and 4 papers in Computer Vision and Pattern Recognition. Recurrent topics in Yupeng Hou's work include Recommender Systems and Techniques (20 papers), Topic Modeling (14 papers) and Advanced Graph Neural Networks (10 papers). Yupeng Hou is often cited by papers focused on Recommender Systems and Techniques (20 papers), Topic Modeling (14 papers) and Advanced Graph Neural Networks (10 papers). Yupeng Hou collaborates with scholars based in China, United States and Netherlands. Yupeng Hou's co-authors include Wayne Xin Zhao, Changxin Tian, Zihan Lin, Ji-Rong Wen, Fang Chen, Gangliang Huang, Shanlei Mu, Yaliang Li, Julian McAuley and Bolin Ding and has published in prestigious journals such as SHILAP Revista de lepidopterología, International Journal of Biological Macromolecules and ACM Transactions on Information Systems.

In The Last Decade

Yupeng Hou

26 papers receiving 1.1k citations

Hit Papers

Improving Graph Collabora... 2021 2026 2022 2024 2022 2021 2022 50 100 150 200 250
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation benchmark for papers published in the same subfield and year, or reaches the top citation threshold in at least one of its specific research topics.

  1. Improving Graph Collaborative Filtering with Neighborhood-enriched Contrastive Learning
    2022 289 citations Zihan Lin, Changxin Tian et al. Proceedings of the ACM Web Conference 2022 profile →
  2. RecBole: Towards a Unified, Comprehensive and Efficient Framework for Recommendation Algorithms
    2021 216 citations Wayne Xin Zhao, Shanlei Mu et al. profile →
  3. Towards Universal Sequence Representation Learning for Recommender Systems
    2022 116 citations Yupeng Hou, Shanlei Mu et al. Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining profile →

Author Peers

Peers are selected by citation overlap in the author's most active subfields. citations · hero ref

Author Last Decade Papers Cites
Yupeng Hou 815 729 189 126 106 28 1.2k
Qian Zhang 473 0.6× 451 0.6× 141 0.7× 95 0.8× 55 0.5× 53 1.0k
Shuang-Hong Yang 501 0.6× 483 0.7× 166 0.9× 125 1.0× 13 0.1× 30 1.2k
Minghui Li 236 0.3× 431 0.6× 198 1.0× 46 0.4× 39 0.4× 83 1.1k
Min Zhang 595 0.7× 442 0.6× 105 0.6× 109 0.9× 33 0.3× 67 928
Hieu Le 129 0.2× 261 0.4× 46 0.2× 40 0.3× 56 0.5× 35 1.1k
Hyejin Shin 144 0.2× 380 0.5× 457 2.4× 47 0.4× 34 0.3× 58 1.3k
Miki Nakagawa 857 1.1× 259 0.4× 119 0.6× 51 0.4× 31 0.3× 18 1.1k
Chi Wang 222 0.3× 399 0.5× 98 0.5× 44 0.3× 21 0.2× 23 1000
Lan Zhou 246 0.3× 329 0.5× 122 0.6× 20 0.2× 98 0.9× 63 1.3k
Guanying Wang 245 0.3× 118 0.2× 141 0.7× 24 0.2× 154 1.5× 64 1.1k

Countries citing papers authored by Yupeng Hou

Since Specialization
Citations

This map shows the geographic impact of Yupeng 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 Yupeng Hou with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Yupeng Hou more than expected).

Fields of papers citing papers by Yupeng Hou

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Yupeng 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 Yupeng Hou. The network helps show where Yupeng Hou may publish in the future.

Co-authorship network of co-authors of Yupeng Hou

This figure shows the co-authorship network connecting the top 25 collaborators of Yupeng Hou. A scholar is included among the top collaborators of Yupeng 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 Yupeng Hou. Yupeng 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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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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