Hsiang-Fu Yu

2024

doi dblp
PEFA: Parameter-Free Adapters for Large-scale Embedding-based Retrieval Models.
Wei-Cheng Chang|Jyun-Yu Jiang|Jiong Zhang|Mutasem Al-Darabsah|Choon Hui Teo|Cho-Jui Hsieh|Hsiang-Fu Yu|S. V. N. Vishwanathan
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024
doi dblp
Entity Disambiguation with Extreme Multi-label Ranking.
Jyun-Yu Jiang|Wei-Cheng Chang|Jiong Zhang|Cho-Jui Hsieh|Hsiang-Fu Yu
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024

2023

doi dblp
Build Faster with Less: A Journey to Accelerate Sparse Model Building for Semantic Matching in Product Search.
Jiong Zhang|Yau-Shian Wang|Wei-Cheng Chang|Wei Li|Jyun-Yu Jiang|Cho-Jui Hsieh|Hsiang-Fu Yu
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
Uncertainty Quantification for Extreme Classification.
Jyun-Yu Jiang|Wei-Cheng Chang|Jiong Zhang|Cho-Jui Hsieh|Hsiang-Fu Yu
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
doi dblp
FINGER: Fast Inference for Graph-based Approximate Nearest Neighbor Search.
Patrick H. Chen|Wei-Cheng Chang|Jyun-Yu Jiang|Hsiang-Fu Yu|Inderjit S. Dhillon|Cho-Jui Hsieh
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

doi dblp
Relevance under the Iceberg: Reasonable Prediction for Extreme Multi-label Classification.
Jyun-Yu Jiang|Wei-Cheng Chang|Jiong Zhang|Cho-Jui Hsieh|Hsiang-Fu Yu
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
doi dblp
Enterprise-Scale Search: Accelerating Inference for Sparse Extreme Multi-Label Ranking Trees.
Philip A. Etter|Kai Zhong|Hsiang-Fu Yu|Lexing Ying|Inderjit S. Dhillon
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2015

doi dblp
A Scalable Asynchronous Distributed Algorithm for Topic Modeling.
Hsiang-Fu Yu|Cho-Jui Hsieh|Hyokun Yun|S. V. N. Vishwanathan|Inderjit S. Dhillon
Proceedings of the 24th International Conference on World Wide Web, WWW 2015, Florence, Italy, May 18-22, 2015