Nikil Pancha

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 13

Top Topics

Bipartite Graph

Sparse Learning

Maximum Cardinality

Top Venues

Proc. VLDB Endow.

Publications

Prabhat Agarwal, Minhazul Islam SK, Nikil Pancha, Kurchi Subhra Hazra, Jiajing Xu, Chuck Rosenberg
OmniSearchSage: Multi-Task Multi-Entity Embeddings for Pinterest Search. WWW (Companion Volume) (2024)
Prabhat Agarwal, Minhazul Islam SK, Nikil Pancha, Kurchi Subhra Hazra, Jiajing Xu, Chuck Rosenberg
OmniSearchSage: Multi-Task Multi-Entity Embeddings for Pinterest Search. CoRR (2024)
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)
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)
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)
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)
Harold S. Connamacher, Nikil Pancha, Rui Liu, Soumya Ray
Rankboost+: an improvement to Rankboost. Mach. Learn. 109 (1) (2020)