Fast Computation of Posterior Mode in Multi-Level Hierarchical Models. - Liang Zhang 021; Deepak Agarwal (NIPS, 2008)

A machine-learned proactive moderation system for auction fraud detection. - Liang Zhang 021; Jie Yang 015; Wei Chu; Belle L. Tseng (CIKM, 2011)

Generalizing matrix factorization through flexible regression priors. - Liang Zhang 021; Deepak Agarwal; Bee-Chung Chen (RecSys, 2011)

Overcoming browser cookie churn with clustering. - Anirban Dasgupta 001; Maxim Gurevich; Liang Zhang 021; Belle L. Tseng; Achint Oommen Thomas (WSDM, 2012)

Online modeling of proactive moderation system for auction fraud detection. - Liang Zhang 021; Jie Yang 015; Belle L. Tseng (WWW, 2012)

Parallel matrix factorization for binary response. - Rajiv Khanna; Liang Zhang 021; Deepak Agarwal; Bee-Chung Chen (IEEE BigData, 2013)

Activity ranking in LinkedIn feed. - Deepak Agarwal; Bee-Chung Chen; Rupesh Gupta; Joshua Hartman; Qi He 002; Anand Iyer; Sumanth Kolar; Yiming Ma; Pannagadatta Shivaswamy; Ajit Singh; Liang Zhang 021 (KDD, 2014)

LASER: a scalable response prediction platform for online advertising. - Deepak Agarwal; Bo Long; Jonathan Traupman; Doris Xin; Liang Zhang 021 (WSDM, 2014)

Personalizing LinkedIn Feed. - Deepak Agarwal; Bee-Chung Chen; Qi He 002; Zhenhao Hua; Guy Lebanon; Yiming Ma; Pannagadatta Shivaswamy; Hsiao-Ping Tseng; Jaewon Yang; Liang Zhang 021 (KDD, 2015)

Constrained Optimization for Homepage Relevance. - Deepak Agarwal; Shaunak Chatterjee; Yang Yang 095; Liang Zhang 021 (WWW (Companion Volume), 2015)

GLMix: Generalized Linear Mixed Models For Large-Scale Response Prediction. - XianXing Zhang; Yitong Zhou; Yiming Ma; Bee-Chung Chen; Liang Zhang 021; Deepak Agarwal (KDD, 2016)

Scout: A Point of Presence Recommendation System Using Real User Monitoring Data. - Yang Yang 095; Liang Zhang 021; Ritesh Maheshwari; Zaid Ali Kahn; Deepak Agarwal; Sanjay Dubey (PAM, 2016)

Bringing Salary Transparency to the World: Computing Robust Compensation Insights via LinkedIn Salary. - Krishnaram Kenthapadi; Stuart Ambler; Liang Zhang 021; Deepak Agarwal (CIKM, 2017)

LiJAR: A System for Job Application Redistribution towards Efficient Career Marketplace. - Fedor Borisyuk; Liang Zhang 021; Krishnaram Kenthapadi (KDD, 2017)

Online Parameter Selection for Web-based Ranking Problems. - Deepak Agarwal; Kinjal Basu 001; Souvik Ghosh; Ying Xuan; Yang Yang 095; Liang Zhang 021 (KDD, 2018)

How LinkedIn Economic Graph Bonds Information and Product: Applications in LinkedIn Salary. - Xi Chen 049; Yiqun Liu 010; Liang Zhang 021; Krishnaram Kenthapadi (KDD, 2018)

Deep Natural Language Processing for Search and Recommender Systems. - Weiwei Guo; Huiji Gao; Jun Shi; Bo Long; Liang Zhang 021; Bee-Chung Chen; Deepak Agarwal (KDD, 2019)

DeText: A Deep Text Ranking Framework with BERT. - Weiwei Guo; Xiaowei Liu; Sida Wang 002; Huiji Gao; Ananth Sankar; Zimeng Yang; Qi Guo 003; Liang Zhang 021; Bo Long; Bee-Chung Chen; Deepak Agarwal (CIKM, 2020)

Image and Video Understanding for Recommendation and Spam Detection Systems. - Aman Gupta; Sirjan Kafle; Di Wen 003; Dylan Wang; Sumit Srivastava; Suhit Sinha; Nikita Gupta; Bharat Jain; Ananth Sankar; Liang Zhang 021 (KDD, 2020)

Smoothed Gaussian Mixture Models for Video Classification and Recommendation. - Sirjan Kafle; Aman Gupta; Xue Xia; Ananth Sankar; Xi Chen 049; Di Wen 003; Liang Zhang 021 (CoRR, 2020)

Deep Natural Language Processing for LinkedIn Search Systems. - Weiwei Guo; Xiaowei Liu; Sida Wang 002; Michaeel Kazi; Zhoutong Fu; Huiji Gao; Jun Jia; Liang Zhang 021; Bo Long (CoRR, 2021)

Deep Natural Language Processing for LinkedIn Search. - Weiwei Guo; Xiaowei Liu; Sida Wang 002; Michaeel Kazi; Zhiwei Wang; Zhoutong Fu; Jun Jia; Liang Zhang 021; Huiji Gao; Bo Long (CoRR, 2021)