Wei-Cheng Chang

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

2018

doi dblp
Modeling Long- and Short-Term Temporal Patterns with Deep Neural Networks.
Guokun Lai|Wei-Cheng Chang|Yiming Yang|Hanxiao Liu
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018

2017

doi dblp
Deep Learning for Extreme Multi-label Text Classification.
Jingzhou Liu|Wei-Cheng Chang|Yuexin Wu|Yiming Yang
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017