Rui-Ning He

Most-cited papers

1. Graph Convolutional Neural Networks for Web-Scale Recommender Systems

   Rex Ying, Rui-Ning He, Kaifeng Chen, P. Eksombatchai +2 more

   2018Knowledge Discovery and Data Mining4,336 citations Open access

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2. Ups and Downs: Modeling the Visual Evolution of Fashion Trends with One-Class Collaborative Filtering

   Rui-Ning He, Julian McAuley

   2016The Web Conference2,440 citations

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3. VBPR: Visual Bayesian Personalized Ranking from Implicit Feedback

   Rui-Ning He, Julian McAuley

   2015AAAI Conference on Artificial Intelligence1,318 citations Open access

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4. Fusing Similarity Models with Markov Chains for Sparse Sequential Recommendation

   Rui-Ning He, Julian McAuley

   2016Industrial Conference on Data Mining912 citations Open access

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5. Translation-based Recommendation

   Rui-Ning He, Wang-Cheng Kang, Julian McAuley

   2017ACM Conference on Recommender Systems492 citations Open access

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6. Vista: A Visually, Socially, and Temporally-aware Model for Artistic Recommendation

   Rui-Ning He, Chen Fang, Zhao-Wen Wang, Julian McAuley

   2016ACM Conference on Recommender Systems161 citations Open access

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7. RealFormer: Transformer Likes Residual Attention

   Rui-Ning He, Anirudh Ravula, Bhargav Kanagal, Joshua Ainslie

   2020Findings148 citations Open access

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8. Learning Compatibility Across Categories for Heterogeneous Item Recommendation

   Rui-Ning He, Charles Packer, Julian McAuley

   2016Industrial Conference on Data Mining106 citations Open access

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9. SPMC: Socially-Aware Personalized Markov Chains for Sparse Sequential Recommendation

   Chen Cai, Rui-Ning He, Julian McAuley

   2017International Joint Conference on Artificial Intelligence68 citations Open access

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10. Sherlock: Sparse Hierarchical Embeddings for Visually-Aware One-Class Collaborative Filtering

    Rui-Ning He, Chunbin Lin, Jianguo Wang, Julian McAuley

    2016International Joint Conference on Artificial Intelligence66 citations

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11. PLUM: Adapting Pre-trained Language Models for Industrial-scale Generative Recommendations

    Rui-Ning He, L. Heldt, Li-Chan Hong, Raghu Keshavan +19 more

    2025The Web Conference62 citations Open access

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12. MILC: Inverted List Compression in Memory

    Jianguo Wang, Chunbin Lin, Rui-Ning He, M. Chae +2 more

    2017Proceedings of the VLDB Endowment33 citations

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13. ISBA: An independent set-based algorithm for automated partial reconfiguration module generation

    Rui-Ning He, Yuchun Ma, Kang Zhao, Jinian Bian

    20122012 IEEE/ACM International Conference on Computer-Aided Design (ICCAD)17 citations

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14. Vectorizing the Trie: Efficient Constrained Decoding for LLM-based Generative Retrieval on Accelerators

    Zhengyang Su, Isay Katsman, Yueqi Wang, Rui-Ning He +9 more

    2026Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.214 citations Open access

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15. Online Matching: A Real-time Bandit System for Large-scale Recommendations

    Xin-Yang Yi, Shao-Chuan Wang, Rui-Ning He, Hariharan Chandrasekaran +5 more

    2023ACM Conference on Recommender Systems13 citations Open access

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16. Fashionista: A Fashion-aware Graphical System for Exploring Visually Similar Items

    Rui-Ning He, Chunbin Lin, Julian McAuley

    2016The Web Conference13 citations

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17. DOCENT: Learning Self-Supervised Entity Representations from Large Document Collections

    Yury Zemlyanskiy, Sudeep Gandhe, Rui-Ning He, Bhargav Kanagal +4 more

    2021Conference of the European Chapter of the Association for Computational Linguistics12 citations Open access

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18. Deep Partial Multiplex Network Embedding

    Qifan Wang, Yi Fang, Anirudh Ravula, Rui-Ning He +4 more

    2022The Web Conference10 citations Open access

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19. Unification of PR Region floorplanning and Fine-Grained Placement for Dynamic Partially Reconfigurable FPGAs

    Rui-Ning He, Guoqiang Liang, Yuchun Ma, Yu Wang +1 more

    2013J. Circuits Syst. Comput.4 citations

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20. PDPR: Fine-Grained Placement for Dynamic Partially Reconfigurable FPGAs

    Rui-Ning He, Guoqiang Liang, Yuchun Ma, Yu Wang +1 more

    2012International Workshop on Applied Reconfigurable Computing4 citations

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21. Adaptive Selection and Clustering of Partial Reconfiguration Modules for Modern FPGA Design Flow

    Kang Zhao, Yuchun Ma, Rui-Ning He, Jixin Zhang +2 more

    2022ACM Transactions on Reconfigurable Technology and Systems2 citations Open access

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22. Monomer: Non-Metric Mixtures-of-Embeddings for Learning Visual Compatibility Across Categories

    Rui-Ning He, Charles Packer, Julian McAuley

    2016arXiv.org1 citations

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23. Proceedings of The 4th Workshop on e-Commerce and NLP

    Federico Bianchi, Bingqing Coveo, Jacopo Tagliabue, J. Kaplan +496 more

    20210 citations Open access

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24. Building Rich Recommender Systems by Modeling Visual, Sequential, and Relational Signals

    Rui-Ning He

    20170 citations

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25. Efficient Hierarchical Embedding for Learning Coherent Visual Styles

    Rui-Ning He, Xiaodan Wu, Sheng-Yuan Wang

    20150 citations

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26. EATBit: Effective automated test for binary translation with high code coverage

    Hui Guo, Zhenjiang Wang, Chenggang Wu, Rui-Ning He

    2014Design, Automation and Test in Europe0 citations

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