Andrew Zhai

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 25

Top Topics

Visual Representations

Personalized Ranking

Bipartite Graph

Margin Maximization

Top Venues

Proc. VLDB Endow.

Publications

Xue Xia, Pong Eksombatchai, Nikil Pancha, Dhruvil Deven Badani, Po-Wei Wang, Neng Gu, Saurabh Vishwas Joshi, Nazanin Farahpour, Zhiyuan Zhang, Andrew Zhai
TransAct: Transformer-based Realtime User Action Model for Recommendation at Pinterest. CoRR (2023)
Xue Xia, Pong Eksombatchai, Nikil Pancha, Dhruvil Deven Badani, Po-Wei Wang, Neng Gu, Saurabh Vishwas Joshi, Nazanin Farahpour, Zhiyuan Zhang, Andrew Zhai
TransAct: Transformer-based Realtime User Action Model for Recommendation at Pinterest. KDD (2023)
Nikil Pancha, Andrew Zhai, Jure Leskovec, Charles Rosenberg
PinnerFormer: Sequence Modeling for User Representation at Pinterest. CoRR (2022)
Josh Beal, Hao-Yu Wu, Dong Huk Park, Andrew Zhai, Dmitry Kislyuk
Billion-Scale Pretraining with Vision Transformers for Multi-Task Visual Representations. WACV (2022)
Jiajing Xu, Andrew Zhai, Charles Rosenberg
Rethinking Personalized Ranking at Pinterest: An End-to-End Approach. CoRR (2022)
Paul Baltescu, Haoyu Chen, Nikil Pancha, Andrew Zhai, Jure Leskovec, Charles Rosenberg
ItemSage: Learning Product Embeddings for Shopping Recommendations at Pinterest. KDD (2022)
Saket Gurukar, Nikil Pancha, Andrew Zhai, Eric Kim, Samson Hu, Srinivasan Parthasarathy, Charles Rosenberg, Jure Leskovec
MultiBiSage: A Web-Scale Recommendation System Using Multiple Bipartite Graphs at Pinterest. CoRR (2022)
Saket Gurukar, Nikil Pancha, Andrew Zhai, Eric Kim, Samson Hu, Srinivasan Parthasarathy, Charles Rosenberg, Jure Leskovec
MultiBiSage: A Web-Scale Recommendation System Using Multiple Bipartite Graphs at Pinterest. Proc. VLDB Endow. 16 (4) (2022)
Jiajing Xu, Andrew Zhai, Charles Rosenberg
Rethinking Personalized Ranking at Pinterest: An End-to-End Approach. RecSys (2022)
Paul Baltescu, Haoyu Chen, Nikil Pancha, Andrew Zhai, Jure Leskovec, Charles Rosenberg
ItemSage: Learning Product Embeddings for Shopping Recommendations at Pinterest. CoRR (2022)
Nikil Pancha, Andrew Zhai, Jure Leskovec, Charles Rosenberg
PinnerFormer: Sequence Modeling for User Representation at Pinterest. KDD (2022)
Bin Shen, Nikil Pancha, Andrew Zhai, Charles Rosenberg
Practical Automatic Thumbnail Generation for Short Videos. IMAWM (2021)
Josh Beal, Hao-Yu Wu, Dong Huk Park, Andrew Zhai, Dmitry Kislyuk
Billion-Scale Pretraining with Vision Transformers for Multi-Task Visual Representations. CoRR (2021)
Eileen Li, Eric Kim, Andrew Zhai, Josh Beal, Kunlong Gu
Bootstrapping Complete The Look at Pinterest. KDD (2020)
Raymond Shiau, Hao-Yu Wu, Eric Kim, Yue Li Du, Anqi Guo, Zhiyuan Zhang, Eileen Li, Kunlong Gu, Charles Rosenberg, Andrew Zhai
Shop The Look: Building a Large Scale Visual Shopping System at Pinterest. KDD (2020)
Carl Yang, Aditya Pal, Andrew Zhai, Nikil Pancha, Jiawei Han, Charles Rosenberg, Jure Leskovec
MultiSage: Empowering GCN with Contextualized Multi-Embeddings on Web-Scale Multipartite Networks. KDD (2020)
Josh Beal, Eric Kim, Eric Tzeng, Dong Huk Park, Andrew Zhai, Dmitry Kislyuk
Toward Transformer-Based Object Detection. CoRR (2020)
Eileen Li, Eric Kim, Andrew Zhai, Josh Beal, Kunlong Gu
Bootstrapping Complete The Look at Pinterest. CoRR (2020)
Raymond Shiau, Hao-Yu Wu, Eric Kim, Yue Li Du, Anqi Guo, Zhiyuan Zhang, Eileen Li, Kunlong Gu, Charles Rosenberg, Andrew Zhai
Shop The Look: Building a Large Scale Visual Shopping System at Pinterest. CoRR (2020)
Andrew Zhai, Hao-Yu Wu, Eric Tzeng, Dong Huk Park, Charles Rosenberg
Learning a Unified Embedding for Visual Search at Pinterest. CoRR (2019)
Andrew Zhai, Hao-Yu Wu
Classification is a Strong Baseline for Deep Metric Learning. BMVC (2019)
Andrew Zhai, Hao-Yu Wu, Eric Tzeng, Dong Huk Park, Charles Rosenberg
Learning a Unified Embedding for Visual Search at Pinterest. KDD (2019)
Andrew Zhai, Hao-Yu Wu
Making Classification Competitive for Deep Metric Learning. CoRR (2018)
Andrew Zhai, Dmitry Kislyuk, Yushi Jing, Michael Feng, Eric Tzeng, Jeff Donahue, Yue Li Du, Trevor Darrell
Visual Discovery at Pinterest. CoRR (2017)
Andrew Zhai, Dmitry Kislyuk, Yushi Jing, Michael Feng, Eric Tzeng, Jeff Donahue, Yue Li Du, Trevor Darrell
Visual Discovery at Pinterest. WWW (Companion Volume) (2017)
Yushi Jing, David C. Liu, Dmitry Kislyuk, Andrew Zhai, Jiajing Xu, Jeff Donahue, Sarah Tavel
Visual Search at Pinterest. KDD (2015)
Yushi Jing, David C. Liu, Dmitry Kislyuk, Andrew Zhai, Jiajing Xu, Jeff Donahue, Sarah Tavel
Visual Search at Pinterest. CoRR (2015)
Andrew Zhai, Matthew Clements, Avideh Zakhor
Large Area Cell Based Image Localization. ISM (2014)
Eric Tzeng, Andrew Zhai, Matthew Clements, Raphael Townshend, Avideh Zakhor
User-Driven Geolocation of Untagged Desert Imagery Using Digital Elevation Models. CVPR Workshops (2013)