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2020 – today
- 2024
[c20]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: 77-86- [i9]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 abs/2407.06443 (2024) - 2023
- [c19]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: 73-85 - [c18]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:
Blend and Match: Distilling Semantic Search Models with Different Inductive Biases and Model Architectures. WWW (Companion Volume) 2023: 869-877 - [i8]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 abs/2312.02429 (2023) - 2022
- [c17]Zhanyu Wang, Xiao Zhang, Hyokun Yun, Choon Hui Teo, Trishul Chilimbi:
MICO: Selective Search with Mutual Information Co-training. COLING 2022: 1179-1192 - [c16]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: 160-167 - [i7]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 abs/2208.05663 (2022) - [i6]Zhanyu Wang, Xiao Zhang, Hyokun Yun, Choon Hui Teo, Trishul Chilimbi:
MICO: Selective Search with Mutual Information Co-training. CoRR abs/2209.04378 (2022) - 2021
- [i5]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 abs/2110.06125 (2021)
2010 – 2019
- 2019
- [c15]Keping Bi, Choon Hui Teo, Yesh Dattatreya, Vijai Mohan, W. Bruce Croft:
A Study of Context Dependencies in Multi-page Product Search. CIKM 2019: 2333-2336 - [c14]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: 2876-2885 - [c13]Keping Bi, Choon Hui Teo, Yesh Dattatreya, Vijai Mohan, W. Bruce Croft:
Leverage Implicit Feedback for Context-aware Product Search. eCOM@SIGIR 2019 - [i4]Priyanka Nigam, Yiwei Song, Vijai Mohan, Vihan Lakshman, Weitian Ding, Ankit Shingavi, Choon Hui Teo, Hao Gu, Bing Yin:
Semantic Product Search. CoRR abs/1907.00937 (2019) - [i3]Keping Bi, Choon Hui Teo, Yesh Dattatreya, Vijai Mohan, W. Bruce Croft:
Leverage Implicit Feedback for Context-aware Product Search. CoRR abs/1909.02065 (2019) - [i2]Keping Bi, Choon Hui Teo, Yesh Dattatreya, Vijai Mohan, W. Bruce Croft:
A Study of Context Dependencies in Multi-page Product Search. CoRR abs/1909.04031 (2019) - 2018
- [i1]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 abs/1810.01477 (2018) - 2016
- [c12]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: 35-38 - 2012
- [c11]Amr Ahmed, Choon Hui Teo, S. V. N. Vishwanathan, Alexander J. Smola:
Fair and balanced: learning to present news stories. WSDM 2012: 333-342 - 2011
- [c10]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: 675-684 - [c9]Amr Ahmed, Qirong Ho, Jacob Eisenstein, Eric P. Xing, Alexander J. Smola, Choon Hui Teo:
Unified analysis of streaming news. WWW 2011: 267-276 - [c8]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: 101-109 - 2010
- [j1]Choon Hui Teo, S. V. N. Vishwanathan, Alexander J. Smola, Quoc V. Le:
Bundle Methods for Regularized Risk Minimization. J. Mach. Learn. Res. 11: 311-365 (2010)
2000 – 2009
- 2009
- [c7]Alexander J. Smola, Le Song, Choon Hui Teo:
Relative Novelty Detection. AISTATS 2009: 536-543 - 2008
- [c6]Olivier Chapelle, Chuong B. Do, Quoc V. Le, Alexander J. Smola, Choon Hui Teo:
Tighter Bounds for Structured Estimation. NIPS 2008: 281-288 - 2007
- [c5]Choon Hui Teo, Alexander J. Smola, S. V. N. Vishwanathan, Quoc V. Le:
A scalable modular convex solver for regularized risk minimization. KDD 2007: 727-736 - [c4]Arthur Gretton, Kenji Fukumizu, Choon Hui Teo, Le Song, Bernhard Schölkopf, Alexander J. Smola:
A Kernel Statistical Test of Independence. NIPS 2007: 585-592 - [c3]Choon Hui Teo, Amir Globerson, Sam T. Roweis, Alexander J. Smola:
Convex Learning with Invariances. NIPS 2007: 1489-1496 - 2006
- [c2]Choon Hui Teo, S. V. N. Vishwanathan:
Fast and space efficient string kernels using suffix arrays. ICML 2006: 929-936 - [c1]Choon Hui Teo, Yong Haur Tay:
Invariant Object Recognition Using Circular Pairwise Convolutional Networks. PRICAI 2006: 1232-1236
Coauthor Index
aka: Vishy Vishwanathan
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