Cho-Jui Hsieh

2025

UniDEC : Unified Dual Encoder and Classifier Training for Extreme Multi-Label Classification.

Siddhant Kharbanda|Devaansh Gupta|Gururaj K|Pankaj Malhotra|Amit Singh|Cho-Jui Hsieh|Rohit Babbar

Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025

2024

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

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

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

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

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

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

2020

Clustering and Constructing User Coresets to Accelerate Large-scale Top-K Recommender Systems.

Jyun-Yu Jiang|Patrick H. Chen|Cho-Jui Hsieh|Wei Wang

WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

Efficient Neural Interaction Function Search for Collaborative Filtering.

Quanming Yao|Xiangning Chen|James T. Kwok|Yong Li|Cho-Jui Hsieh

WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2015

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

2013

Organizational overlap on social networks and its applications.

Cho-Jui Hsieh|Mitul Tiwari|Deepak Agarwal|Xinyi (Lisa) Huang|Sam Shah

22nd International World Wide Web Conference, WWW '13, Rio de Janeiro, Brazil, May 13-17, 2013