Social affinity filtering: recommendation through fine-grained analysis of user interactions and activities. - Suvash Sedhain; Scott Sanner; Lexing Xie; Riley Kidd; Khoi-Nguyen Tran; Peter Christen (COSN, 2013)

Social collaborative filtering for cold-start recommendations. - Suvash Sedhain; Scott Sanner; Darius Braziunas; Lexing Xie; Jordan Christensen (RecSys, 2014)

AutoRec: Autoencoders Meet Collaborative Filtering. - Suvash Sedhain; Aditya Krishna Menon; Scott Sanner; Lexing Xie (WWW (Companion Volume), 2015)

On the Effectiveness of Linear Models for One-Class Collaborative Filtering. - Suvash Sedhain; Aditya Krishna Menon; Scott Sanner; Darius Braziunas (AAAI, 2016)

Practical Linear Models for Large-Scale One-Class Collaborative Filtering. - Suvash Sedhain; Hung Bui 001; Jaya Kawale; Nikos Vlassis; Branislav Kveton; Aditya Krishna Menon; Trung Bui; Scott Sanner (IJCAI, 2016)

Low-Rank Linear Cold-Start Recommendation from Social Data. - Suvash Sedhain; Aditya Krishna Menon; Scott Sanner; Lexing Xie; Darius Braziunas (AAAI, 2017)

Tuning Word2vec for Large Scale Recommendation Systems. - Benjamin Paul Chamberlain; Emanuele Rossi; Dan Shiebler; Suvash Sedhain; Michael M. Bronstein (RecSys, 2020)