Choon Hui Teo

According to our database, Choon Hui Teo authored at least 24 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Exposing Privacy Gaps: Membership Inference Attack on Preference Data for LLM Alignment.

Qizhang Feng, Siva Rajesh Kasa, Hyokun Yun, Choon Hui Teo, Sravan Babu Bodapati

CoRR, 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, 2024

2023

Blend and Match: Distilling Semantic Search Models with Different Inductive Biases and Model Architectures.

Hamed R. Bonab, Ashutosh Joshi, Ravi Bhatia, Ankit Gandhi, Vijay Huddar, Juhi Naik, Mutasem Al-Darabsah, Choon Hui Teo, Jonathan May, Tarun Agarwal, Vaclav Petricek

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

Web-Scale Semantic Product Search with Large Language Models.

Aashiq Muhamed, Sriram Srinivasan, Choon Hui Teo, Qingjun Cui, Belinda Zeng, Trishul Chilimbi, S. V. N. Vishwanathan

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

2022

On the Value of Behavioral Representations for Dense Retrieval.

Nan Jiang, Dhivya Eswaran, Choon Hui Teo, Yexiang Xue, Yesh Dattatreya, Sujay Sanghavi, Vishy Vishwanathan

CoRR, 2022

Augmenting Training Data for Massive Semantic Matching Models in Low-Traffic E-commerce Stores.

Ashutosh Joshi, Shankar Vishwanath, Choon Hui Teo, Vaclav Petricek, Vishy Vishwanathan, Rahul Bhagat, Jonathan May

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track, 2022

MICO: Selective Search with Mutual Information Co-training.

Zhanyu Wang, Xiao Zhang, Hyokun Yun, Choon Hui Teo, Trishul Chilimbi

Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021

Embracing Structure in Data for Billion-Scale Semantic Product Search.

Vihan Lakshman, Choon Hui Teo, Xiaowen Chu, Priyanka Nigam, Abhinandan Patni, Pooja Maknikar, S. V. N. Vishwanathan

CoRR, 2021

2019

Leverage Implicit Feedback for Context-aware Product Search.

Keping Bi, Choon Hui Teo, Yesh Dattatreya, Vijai Mohan, W. Bruce Croft

Proceedings of the SIGIR 2019 Workshop on eCommerce, 2019

Semantic Product Search.

Priyanka Nigam, Yiwei Song, Vijai Mohan, Vihan Lakshman, Weitian Allen Ding, Ankit Shingavi, Choon Hui Teo, Hao Gu, Bing Yin

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

A Study of Context Dependencies in Multi-page Product Search.

Keping Bi, Choon Hui Teo, Yesh Dattatreya, Vijai Mohan, W. Bruce Croft

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2016

Adaptive, Personalized Diversity for Visual Discovery.

Choon Hui Teo, Houssam Nassif, Daniel N. Hill, Sriram Srinivasan, Mitchell Goodman, Vijai Mohan, S. V. N. Vishwanathan

Proceedings of the 10th ACM Conference on Recommender Systems, 2016

2012

Fair and balanced: learning to present news stories.

Amr Ahmed, Choon Hui Teo, S. V. N. Vishwanathan, Alexander J. Smola

Proceedings of the Fifth International Conference on Web Search and Web Data Mining, 2012

2011

Online Inference for the Infinite Topic-Cluster Model: Storylines from Streaming Text.

Amr Ahmed, Qirong Ho, Choon Hui Teo, Jacob Eisenstein, Alexander J. Smola, Eric P. Xing

Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011

Unified analysis of streaming news.

Amr Ahmed, Qirong Ho, Jacob Eisenstein, Eric P. Xing, Alexander J. Smola, Choon Hui Teo

Proceedings of the 20th International Conference on World Wide Web, 2011

Scalable clustering of news search results.

Srinivas Vadrevu, Choon Hui Teo, Suju Rajan, Kunal Punera, Byron Dom, Alexander J. Smola, Yi Chang, Zhaohui Zheng

Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011

2010

Bundle Methods for Regularized Risk Minimization.

Choon Hui Teo, S. V. N. Vishwanathan, Alexander J. Smola, Quoc V. Le

J. Mach. Learn. Res., 2010

2009

Relative Novelty Detection.

Alexander J. Smola, Le Song, Choon Hui Teo

Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009

2008

Tighter Bounds for Structured Estimation.

Olivier Chapelle, Chuong B. Do, Quoc V. Le, Alexander J. Smola, Choon Hui Teo

Proceedings of the Advances in Neural Information Processing Systems 21, 2008

2007

Convex Learning with Invariances.

Choon Hui Teo, Amir Globerson, Sam T. Roweis, Alexander J. Smola

Proceedings of the Advances in Neural Information Processing Systems 20, 2007

A Kernel Statistical Test of Independence.

Arthur Gretton, Kenji Fukumizu, Choon Hui Teo, Le Song, Bernhard Schölkopf, Alexander J. Smola

Proceedings of the Advances in Neural Information Processing Systems 20, 2007

A scalable modular convex solver for regularized risk minimization.

Choon Hui Teo, Alexander J. Smola, S. V. N. Vishwanathan, Quoc V. Le

Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

2006

Invariant Object Recognition Using Circular Pairwise Convolutional Networks.

Choon Hui Teo, Yong Haur Tay

Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

Fast and space efficient string kernels using suffix arrays.

Choon Hui Teo, S. V. N. Vishwanathan

Proceedings of the Machine Learning, 2006