User-Driven Geolocation of Untagged Desert Imagery Using Digital Elevation Models. - Eric Tzeng; Andrew Zhai; Matthew Clements; Raphael Townshend; Avideh Zakhor (CVPR Workshops, 2013)

Large Area Cell Based Image Localization. - Andrew Zhai; Matthew Clements; Avideh Zakhor (ISM, 2014)

Visual Search at Pinterest. - Yushi Jing; David C. Liu; Dmitry Kislyuk; Andrew Zhai; Jiajing Xu; Jeff Donahue; Sarah Tavel (KDD, 2015)

User-Aided Geo-location of Untagged Desert Imagery. - Eric Tzeng; Andrew Zhai; Matthew Clements; Raphael Townshend; Avideh Zakhor (Large-Scale Visual Geo-Localization, 2016)

Visual Discovery at Pinterest. - Andrew Zhai; Dmitry Kislyuk; Yushi Jing; Michael Feng; Eric Tzeng; Jeff Donahue; Yue Li Du; Trevor Darrell (WWW (Companion Volume), 2017)

Making Classification Competitive for Deep Metric Learning. - Andrew Zhai; Hao-Yu Wu (CoRR, 2018)

Classification is a Strong Baseline for Deep Metric Learning. - Andrew Zhai; Hao-Yu Wu (BMVC, 2019)

Learning a Unified Embedding for Visual Search at Pinterest. - Andrew Zhai; Hao-Yu Wu; Eric Tzeng; Dong Huk Park; Charles Rosenberg 001 (KDD, 2019)

Bootstrapping Complete The Look at Pinterest. - Eileen Li; Eric Kim; Andrew Zhai; Josh Beal; Kunlong Gu (KDD, 2020)

Shop The Look: Building a Large Scale Visual Shopping System at Pinterest. - Raymond Shiau; Hao-Yu Wu; Eric Kim; Yue Li Du; Anqi Guo; Zhiyuan Zhang; Eileen Li; Kunlong Gu; Charles Rosenberg 001; Andrew Zhai (KDD, 2020)

MultiSage: Empowering GCN with Contextualized Multi-Embeddings on Web-Scale Multipartite Networks. - Carl Yang 001; Aditya Pal; Andrew Zhai; Nikil Pancha; Jiawei Han 001; Charles Rosenberg 001; Jure Leskovec (KDD, 2020)

Toward Transformer-Based Object Detection. - Josh Beal; Eric Kim; Eric Tzeng; Dong Huk Park; Andrew Zhai; Dmitry Kislyuk (CoRR, 2020)

Practical Automatic Thumbnail Generation for Short Videos. - Bin Shen; Nikil Pancha; Andrew Zhai; Charles Rosenberg 001 (IMAWM, 2021)

ItemSage: Learning Product Embeddings for Shopping Recommendations at Pinterest. - Paul Baltescu; Haoyu Chen; Nikil Pancha; Andrew Zhai; Jure Leskovec; Charles Rosenberg 001 (KDD, 2022)

PinnerFormer: Sequence Modeling for User Representation at Pinterest. - Nikil Pancha; Andrew Zhai; Jure Leskovec; Charles Rosenberg 001 (KDD, 2022)

Rethinking Personalized Ranking at Pinterest: An End-to-End Approach. - Jiajing Xu; Andrew Zhai; Charles Rosenberg 001 (RecSys, 2022)

Billion-Scale Pretraining with Vision Transformers for Multi-Task Visual Representations. - Josh Beal; Hao-Yu Wu; Dong Huk Park; Andrew Zhai; Dmitry Kislyuk (WACV, 2022)

MultiBiSage: A Web-Scale Recommendation System Using Multiple Bipartite Graphs at Pinterest. - Saket Gurukar; Nikil Pancha; Andrew Zhai; Eric Kim; Samson Hu; Srinivasan Parthasarathy 001; Charles Rosenberg 001; Jure Leskovec (Proc. VLDB Endow., 2022)

TransAct: Transformer-based Realtime User Action Model for Recommendation at Pinterest. - Xue Xia; Pong Eksombatchai; Nikil Pancha; Dhruvil Deven Badani; Po-Wei Wang; Neng Gu; Saurabh Vishwas Joshi; Nazanin Farahpour; Zhiyuan Zhang; Andrew Zhai (KDD, 2023)