Publications

Pinterest Labs tackles the most challenging problems in Machine Learning and Artificial Intelligence
Learn more
Visual Discovery at Pinterest.

Team: Andrew Zhai, Dmitry Kislyuk, Yushi Jing, Michael Feng, Eric Tzeng, Jeff Donahue, Yue Li Du, Trevor Darrell
When: ACM International Conference on World Wide Web (WWW), 2017.

Related Pins at Pinterest: The Evolution of a Real-World Recommender System

Team: David C. Liu, Stephanie Rogers, Raymond Shiau, Dmitry Kislyuk, Kevin C. Ma, Zhigang Zhong, Jenny Liu, Yushi Jing
When: ACM International Conference on World Wide Web (WWW), 2017.

Understanding Online Collection Growth Over Time: A Case Study of Pinterest

Team: Caroline Lo, Justin Cheng, Jure Leskovec
When: ACM International Conference on World Wide Web (WWW), 2017.

Predicting Intent Using Activity Logs: How Goal Specificity and Temporal Range Affect User Behavior

Who: Justin Cheng, Caroline Lo, Jure Leskovec
When: ACM International Conference on World Wide Web (WWW), 2017.

Training and Evaluating Multimodal Word Embeddings with Large-scale Web Annotated Images

Who: Junhua Mao, Jiajing Xu, Kevin Jing, Alan L. Yuille
When: Advances in Neural Information Processing Systems (NIPS), 2016.

Understanding Behaviors that Lead to Purchasing: A Case Study of Pinterest

Who: Caroline Lo, Dan Frankowski, Jure Leskovec
When: ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2016.

Power of Human Curation in Recommendation System

Who: Yuchen Liu, Dmitry Chechik, Junghoo Cho
When: ACM International Conference on World Wide Web (WWW), 2016.

Item-to-Item Recommendations at Pinterest.

Who: Stephanie Rogers
When: ACM Conference on Recommender Systems (RecSys), 2016.

Visual Search at Pinterest.

Who: Yushi Jing, David Liu, Dmitry Kislyuk, Andrew Zhai, Jiajing Xu, Jeff Donahue, Sarah Tavel
When: ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2015.

Inferring Networks of Substitutable and Complementary Products

Who: Julian McAuley, Rahul Pandey, Jure Leskovec
When: ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2015.

Human Curation and Convnets: Powering Item-to-Item Recommendations on Pinterest

Who: Dmitry Kislyuk, Yuchen Liu, David Liu, Eric Tzeng, Yushi Jing
When: Arxiv, 2015.

Scaling Deep Social Feeds at Pinterest

Who: Varun Sharma, Jeremy Carroll, Abhi Khune
When: IEEE International Conference on Big Data, 2013.