Alex Deng

31 papers A* 12A 7B 1Journal 6Unranked 5
YearRankTypeTitle / Venue / Authors
2025 — conf
FactCG: Enhancing Fact Checkers with Graph-Based Multi-Hop Data.
NAACL (Long Papers)
Deren Lei, Yaxi Li, Siyao Li, Mengya Hu, Rui Xu, Ken Archer, Mingyu Wang, Emily Ching, Alex Deng
2025 J jnl
FactCG: Enhancing Fact Checkers with Graph-Based Multi-Hop Data.
CoRR
Deren Lei, Yaxi Li, Siyao Li, Mengya Hu, Rui Xu, Ken Archer, Mingyu Wang, Emily Ching, Alex Deng
2025 — conf
Harnessing the Power of Interleaving and Counterfactual Evaluation for Airbnb Search Ranking.
KDD (2)
Qing Zhang, Alex Deng, Michelle Du, Huiji Gao, Liwei He, Sanjeev Katariya
2025 J jnl
Harnessing the Power of Interleaving and Counterfactual Evaluation for Airbnb Search Ranking.
CoRR
Qing Zhang, Alex Deng, Michelle Du, Huiji Gao, Liwei He, Sanjeev Katariya
2025 A conf
InvisMark: Invisible and Robust Watermarking for AI-generated Image Provenance.
WACV
Rui Xu, Mengya Hu, Deren Lei, Yaxi Li, David Lowe, Alex Gorevski, Mingyu Wang, Emily Ching, Alex Deng
2024 J jnl
InvisMark: Invisible and Robust Watermarking for AI-generated Image Provenance.
CoRR
Rui Xu, Mengya Hu, Deren Lei, Yaxi Li, David Lowe, Alex Gorevski, Mingyu Wang, Emily Ching, Alex Deng
2024 A* conf
Metric Decomposition in A/B Tests.
KDD
Alex Deng, Luke Hagar, Nathaniel T. Stevens, Tatiana Xifara, Amit Gandhi
2024 J jnl
SLM Meets LLM: Balancing Latency, Interpretability and Consistency in Hallucination Detection.
CoRR
Mengya Hu, Rui Xu, Deren Lei, Yaxi Li, Mingyu Wang, Emily Ching, Eslam Kamal, Alex Deng
2024 A conf
Transforming Location Retrieval at Airbnb: A Journey from Heuristics to Reinforcement Learning.
CIKM
Dillon Davis, Huiji Gao, Thomas Legrand, Malay Haldar, Alex Deng, Han Zhao, Liwei He, Sanjeev Katariya
2024 J jnl
Transforming Location Retrieval at Airbnb: A Journey from Heuristics to Reinforcement Learning.
CoRR
Dillon Davis, Huiji Gao, Weiwei Guo, Thomas Legrand, Malay Haldar, Alex Deng, Han Zhao, Liwei He, Sanjeev Katariya
2023 A conf
The Price is Right: Removing A/B Test Bias in a Marketplace of Expirable Goods.
CIKM
Thu Le, Alex Deng
2023 A* conf
Variance Reduction Using In-Experiment Data: Efficient and Targeted Online Measurement for Sparse and Delayed Outcomes.
KDD
Alex Deng, Michelle Du, Anna Matlin, Qing Zhang
2023 A conf
Zero to Hero: Exploiting Null Effects to Achieve Variance Reduction in Experiments with One-sided Triggering.
WSDM
Alex Deng, Lo-Hua Yuan, Naoya Kanai, Alexandre Salama-Manteau
2022 A* conf
A/B Testing Intuition Busters: Common Misunderstandings in Online Controlled Experiments.
KDD
Ron Kohavi, Alex Deng, Lukas Vermeer
2022 J jnl
Continuous Attribution of Episodical Outcomes for More Efficient and Targeted Online Measurement.
CoRR
Alex Deng, Michelle Du, Anna Matlin
2021 A* conf
On Post-selection Inference in A/B Testing.
KDD
Alex Deng, Yicheng Li, Jiannan Lu, Vivek Ramamurthy
2019 — conf
A/B Testing at Scale: Accelerating Software Innovation.
WWW (Companion Volume)
Somit Gupta, Ronny Kohavi, Alex Deng, Jeff Omhover, Pawel Janowski
2018 A* conf
Applying the Delta Method in Metric Analytics: A Practical Guide with Novel Ideas.
KDD
Alex Deng, Ulf Knoblich, Jiannan Lu
2018 A* conf
The A/B Testing Problem.
EC
Eduardo M. Azevedo, Alex Deng, Jose Luis Montiel Olea, Justin Rao, E. Glen Weyl
2017 A* conf
A/B Testing at Scale: Accelerating Software Innovation.
SIGIR
Alex Deng, Pavel A. Dmitriev, Somit Gupta, Ron Kohavi, Paul Raff, Lukas Vermeer
2017 A conf
Trustworthy Analysis of Online A/B Tests: Pitfalls, challenges and solutions.
WSDM
Alex Deng, Jiannan Lu, Jonthan Litz
2016 B conf
Continuous Monitoring of A/B Tests without Pain: Optional Stopping in Bayesian Testing.
DSAA
Alex Deng, Jiannan Lu, Shouyuan Chen
2016 A* conf
Data-Driven Metric Development for Online Controlled Experiments: Seven Lessons Learned.
KDD
Alex Deng, Xiaolin Shi
2015 A conf
Diluted Treatment Effect Estimation for Trigger Analysis in Online Controlled Experiments.
WSDM
Alex Deng, Victor Hu
2015 — conf
Objective Bayesian Two Sample Hypothesis Testing for Online Controlled Experiments.
WWW (Companion Volume)
Alex Deng
2015 — conf
Objective Bayesian Two Sample Hypothesis Testing for Online Controlled Experiments.
WWW (Companion Volume)
Alex Deng
2014 A* conf
Seven rules of thumb for web site experimenters.
KDD
Ron Kohavi, Alex Deng, Roger Longbotham, Ya Xu
2014 A* conf
Statistical inference in two-stage online controlled experiments with treatment selection and validation.
WWW
Alex Deng, Tianxi Li, Yu Guo
2013 A conf
Improving the sensitivity of online controlled experiments by utilizing pre-experiment data.
WSDM
Alex Deng, Ya Xu, Ron Kohavi, Toby Walker
2013 A* conf
Online controlled experiments at large scale.
KDD
Ron Kohavi, Alex Deng, Brian Frasca, Toby Walker, Ya Xu, Nils Pohlmann
2012 A* conf
Trustworthy online controlled experiments: five puzzling outcomes explained.
KDD
Ron Kohavi, Alex Deng, Brian Frasca, Roger Longbotham, Toby Walker, Ya Xu