| 2014 | ICPR | Discovering User-Communities and Associated Topics from YouTube. | Sumit Negi, Ramnath Balasubramanyan, Santanu Chaudhury |
| 2013 | Interspeech | Inferring actor communities from videos. | Sumit Negi, Ramnath Balasubramanyan, Santanu Chaudhury |
| 2013 | SDM | Regularization of Latent Variable Models to Obtain Sparsity. | Ramnath Balasubramanyan, William W. Cohen |
| 2012 | ICPR | Characterizing user-subgroups in Flickr Group: A block LDA based approach. | Sumit Negi, Ramnath Balasubramanyan, Santanu Chaudhury |
| 2012 | ICWSM | Modeling Polarizing Topics: When Do Different Political Communities Respond Differently to the Same News? | Ramnath Balasubramanyan, William W. Cohen, Douglas Pierce, David P. Redlawsk |
| 2011 | SDM | Block-LDA: Jointly modeling entity-annotated text and entity-entity links. | Ramnath Balasubramanyan, William W. Cohen |
| 2010 | ICWSM | From Tweets to Polls: Linking Text Sentiment to Public Opinion Time Series. | Brendan O'Connor, Ramnath Balasubramanyan, Bryan R. Routledge, Noah A. Smith |
| 2009 | ICWSM | From Episodes to Sagas: Understanding the News by Identifying Temporally Related Story Sequences. | Ramnath Balasubramanyan, Frank Lin, William W. Cohen, Matthew Hurst, Noah A. Smith |
| 2004 | KDD | Document preprocessing for naive Bayes classification and clustering with mixture of multinomials. | Dmitry Pavlov, Ramnath Balasubramanyan, Byron Dom, Shyam Kapur, Jignashu Parikh |