Menglin Yang

2025

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Towards Non-Euclidean Foundation Models: Advancing AI Beyond Euclidean Frameworks.
Menglin Yang|Yifei Zhang|Jialin Chen|Melanie Weber|Rex Ying
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

2024

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Text-Attributed Graph Representation Learning: Methods, Applications, and Challenges.
Delvin Ce Zhang|Menglin Yang|Rex Ying|Hady W. Lauw
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024

2023

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WSFE: Wasserstein Sub-graph Feature Encoder for Effective User Segmentation in Collaborative Filtering.
Yankai Chen|Yifei Zhang|Menglin Yang|Zixing Song|Chen Ma|Irwin King
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023

2022

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BSAL: A Framework of Bi-component Structure and Attribute Learning for Link Prediction.
Bisheng Li|Min Zhou|Shengzhong Zhang|Menglin Yang|Defu Lian|Zengfeng Huang
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
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Modeling Scale-free Graphs with Hyperbolic Geometry for Knowledge-aware Recommendation.
Yankai Chen|Menglin Yang|Yingxue Zhang|Mengchen Zhao|Ziqiao Meng|Jianye Hao|Irwin King
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022
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HRCF: Enhancing Collaborative Filtering via Hyperbolic Geometric Regularization.
Menglin Yang|Min Zhou|Jiahong Liu|Defu Lian|Irwin King
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022