Concepedia

Hsiang‐Fu Yu

HY

Statistics

Publications

37

Citations

2.8K

H-Index

23

Active since

2009

Affiliations

The University of Texas at Austin(Current)

Amazon (United States)

University of California, Davis

National Taiwan University

University of California, Los Angeles

Hsiang‐Fu Yu is an author at The University of Texas at Austin specializing in engineering, computer science, and data science.

Top concepts

EngineeringComputer ScienceData ScienceMachine LearningData MiningDeep LearningKnowledge DiscoveryInformation RetrievalPattern RecognitionNatural Language Processing

Publications per year

2009–2023

37

Publications

37

Large-scale Multi-label Learning with Missing Labels

Hsiang‐Fu Yu, Prateek Jain, Purushottam Kar et al. · arXiv (Cornell University) · 2013 · 368 citations · Full text

Natural Language Processing, Missing Labels, Multiple Instance Learning +15

Temporal regularized matrix factorization for high-dimensional time series prediction

Hsiang‐Fu Yu, Nikhil Rao, Inderjit S. Dhillon · Neural Information Processing Systems · 2016 · 322 citations

Engineering, Machine Learning, Data Science +13

Scalable Coordinate Descent Approaches to Parallel Matrix Factorization for Recommender Systems

Hsiang‐Fu Yu, Cho‐Jui Hsieh, Si Si et al. · 2012 · 263 citations

Engineering, Machine Learning, Data Science +15

Taming Pretrained Transformers for Extreme Multi-label Text Classification

Wei-Cheng Chang, Hsiang‐Fu Yu, Kai Zhong et al. · 2020 · 201 citations

Structured Prediction, Llm Fine-tuning, Engineering +18

Collaborative filtering with graph information: consistency and scalable methods

Nikhil Rao, Hsiang‐Fu Yu, Pradeep Ravikumar et al. · 2015 · 192 citations

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