Choon Hui Teo

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 18

Top Topics

Semantic Matching

Implicit Feedback

Retrieval Model

Top Venues

NAACL-HLT (Industry Papers)

Publications

Wei-Cheng Chang, Jyun-Yu Jiang, Jiong Zhang, Mutasem Al-Darabsah, Choon Hui Teo, Cho-Jui Hsieh, Hsiang-Fu Yu, S. V. N. Vishwanathan
PEFA: Parameter-Free Adapters for Large-scale Embedding-based Retrieval Models. WSDM (2024)
Qizhang Feng, Siva Rajesh Kasa, Hyokun Yun, Choon Hui Teo, Sravan Babu Bodapati
Exposing Privacy Gaps: Membership Inference Attack on Preference Data for LLM Alignment. CoRR (2024)
Aashiq Muhamed, Sriram Srinivasan, Choon Hui Teo, Qingjun Cui, Belinda Zeng, Trishul Chilimbi, S. V. N. Vishwanathan
Web-Scale Semantic Product Search with Large Language Models. PAKDD (3) (2023)
Wei-Cheng Chang, Jyun-Yu Jiang, Jiong Zhang, Mutasem Al-Darabsah, Choon Hui Teo, Cho-Jui Hsieh, Hsiang-Fu Yu, S. V. N. Vishwanathan
PEFA: Parameter-Free Adapters for Large-scale Embedding-based Retrieval Models. CoRR (2023)
Hamed Bonab, Ashutosh Joshi, Ravi Bhatia, Ankit Gandhi, Vijay Huddar, Juhi Naik, Mutasem Al-Darabsah, Choon Hui Teo, Jonathan May, Tarun Agarwal, Vaclav Petricek
Blend and Match: Distilling Semantic Search Models with Different Inductive Biases and Model Architectures. WWW (Companion Volume) (2023)
Zhanyu Wang, Xiao Zhang, Hyokun Yun, Choon Hui Teo, Trishul Chilimbi
MICO: Selective Search with Mutual Information Co-training. COLING (2022)
Nan Jiang, Dhivya Eswaran, Choon Hui Teo, Yexiang Xue, Yesh Dattatreya, Sujay Sanghavi, Vishy Vishwanathan
On the Value of Behavioral Representations for Dense Retrieval. CoRR (2022)
Ashutosh Joshi, Shankar Vishwanath, Choon Hui Teo, Vaclav Petricek, Vishy Vishwanathan, Rahul Bhagat, Jonathan May
Augmenting Training Data for Massive Semantic Matching Models in Low-Traffic E-commerce Stores. NAACL-HLT (Industry Papers) (2022)
Zhanyu Wang, Xiao Zhang, Hyokun Yun, Choon Hui Teo, Trishul Chilimbi
MICO: Selective Search with Mutual Information Co-training. CoRR (2022)
Vihan Lakshman, Choon Hui Teo, Xiaowen Chu, Priyanka Nigam, Abhinandan Patni, Pooja Maknikar, S. V. N. Vishwanathan
Embracing Structure in Data for Billion-Scale Semantic Product Search. CoRR (2021)
Keping Bi, Choon Hui Teo, Yesh Dattatreya, Vijai Mohan, W. Bruce Croft
A Study of Context Dependencies in Multi-page Product Search. CIKM (2019)
Keping Bi, Choon Hui Teo, Yesh Dattatreya, Vijai Mohan, W. Bruce Croft
Leverage Implicit Feedback for Context-aware Product Search. eCOM@SIGIR (2019)
Priyanka Nigam, Yiwei Song, Vijai Mohan, Vihan Lakshman, Weitian Ding, Ankit Shingavi, Choon Hui Teo, Hao Gu, Bing Yin
Semantic Product Search. CoRR (2019)
Priyanka Nigam, Yiwei Song, Vijai Mohan, Vihan Lakshman, Weitian Allen Ding, Ankit Shingavi, Choon Hui Teo, Hao Gu, Bing Yin
Semantic Product Search. KDD (2019)
Keping Bi, Choon Hui Teo, Yesh Dattatreya, Vijai Mohan, W. Bruce Croft
Leverage Implicit Feedback for Context-aware Product Search. CoRR (2019)
Keping Bi, Choon Hui Teo, Yesh Dattatreya, Vijai Mohan, W. Bruce Croft
A Study of Context Dependencies in Multi-page Product Search. CoRR (2019)
Choon Hui Teo, Houssam Nassif, Daniel N. Hill, Sriram Srinivasan, Mitchell Goodman, Vijai Mohan, S. V. N. Vishwanathan
Adaptive, Personalized Diversity for Visual Discovery. CoRR (2018)
Choon Hui Teo, Houssam Nassif, Daniel N. Hill, Sriram Srinivasan, Mitchell Goodman, Vijai Mohan, S. V. N. Vishwanathan
Adaptive, Personalized Diversity for Visual Discovery. RecSys (2016)
Amr Ahmed, Choon Hui Teo, S. V. N. Vishwanathan, Alexander J. Smola
Fair and balanced: learning to present news stories. WSDM (2012)
Amr Ahmed, Qirong Ho, Jacob Eisenstein, Eric P. Xing, Alexander J. Smola, Choon Hui Teo
Unified analysis of streaming news. WWW (2011)
Srinivas Vadrevu, Choon Hui Teo, Suju Rajan, Kunal Punera, Byron Dom, Alexander J. Smola, Yi Chang, Zhaohui Zheng
Scalable clustering of news search results. WSDM (2011)
Amr Ahmed, Qirong Ho, Choon Hui Teo, Jacob Eisenstein, Alexander J. Smola, Eric P. Xing
Online Inference for the Infinite Topic-Cluster Model: Storylines from Streaming Text. AISTATS (2011)
Choon Hui Teo, S. V. N. Vishwanathan, Alexander J. Smola, Quoc V. Le
Bundle Methods for Regularized Risk Minimization. J. Mach. Learn. Res. 11 (2010)
Alexander J. Smola, Le Song, Choon Hui Teo
Relative Novelty Detection. AISTATS (2009)
Olivier Chapelle, Chuong B. Do, Quoc V. Le, Alexander J. Smola, Choon Hui Teo
Tighter Bounds for Structured Estimation. NIPS (2008)
Arthur Gretton, Kenji Fukumizu, Choon Hui Teo, Le Song, Bernhard Schölkopf, Alexander J. Smola
A Kernel Statistical Test of Independence. NIPS (2007)
Choon Hui Teo, Amir Globerson, Sam T. Roweis, Alexander J. Smola
Convex Learning with Invariances. NIPS (2007)
Choon Hui Teo, Alexander J. Smola, S. V. N. Vishwanathan, Quoc V. Le
A scalable modular convex solver for regularized risk minimization. KDD (2007)
Choon Hui Teo, Yong Haur Tay
Invariant Object Recognition Using Circular Pairwise Convolutional Networks. PRICAI (2006)
Choon Hui Teo, S. V. N. Vishwanathan
Fast and space efficient string kernels using suffix arrays. ICML (2006)