| 2020 | CIKM | User Taste-Aware Image Search. | Jiyun Luo, Pak Ming Cheung, Wenyu Huo, Ying Huang, Rajat Raina |
| 2011 | SIGIR | Learning relevance from heterogeneous social network and its application in online targeting. | Chi Wang, Rajat Raina, David Fong, Ding Zhou, Jiawei Han, Greg J. Badros |
| 2009 | ICML | Large-scale deep unsupervised learning using graphics processors. | Rajat Raina, Anand Madhavan, Andrew Y. Ng |
| 2009 | IJCAI | Exponential Family Sparse Coding with Application to Self-taught Learning. | Honglak Lee, Rajat Raina, Alex Teichman, Andrew Y. Ng |
| 2007 | ICML | Self-taught learning: transfer learning from unlabeled data. | Rajat Raina, Alexis J. Battle, Honglak Lee, Benjamin Packer, Andrew Y. Ng |
| 2007 | UAI | Shift-Invariance Sparse Coding for Audio Classification. | Roger B. Grosse, Rajat Raina, Helen Kwong, Andrew Y. Ng |
| 2006 | ICML | Constructing informative priors using transfer learning. | Rajat Raina, Andrew Y. Ng, Daphne Koller |
| 2005 | AAAI | Robust Textual Inference Via Learning and Abductive Reasoning. | Rajat Raina, Andrew Y. Ng, Christopher D. Manning |