| 2025 | KDD | Towards Web-scale Recommendations with LLMs: From Quality-aware Ranking to Candidate Generation. | Jaidev Shah, Iman Barjasteh, Amey Barapatre, Rana Forsati, Gang Luo, Fan Wu, Yuan Fang, Xue Deng, Blake Shepard, Ronak Shah, Linjun Yang, Hongzhi Li |
| 2020 | KDD | Minimal Variance Sampling with Provable Guarantees for Fast Training of Graph Neural Networks. | Weilin Cong, Rana Forsati, Mahmut T. Kandemir, Mehrdad Mahdavi |
| 2015 | RecSys | Cold-Start Item and User Recommendation with Decoupled Completion and Transduction. | Iman Barjasteh, Rana Forsati, Farzan Masrour, Abdol-Hossein Esfahanian, Hayder Radha |
| 2015 | RecSys | PushTrust: An Efficient Recommendation Algorithm by Leveraging Trust and Distrust Relations. | Rana Forsati, Iman Barjasteh, Farzan Masrour, Abdol-Hossein Esfahanian, Hayder Radha |
| 2011 | GRC | A bi-section graph approach for hybrid recommender system. | Hanieh Mohammadi, Rana Forsati, Mohammad Reza Meybodi, Mehrnoush Shamsfard |
| 2010 | GRC | A Hybrid Web Recommender System Based on Cellular Learning Automata. | Mojdeh Talabeigi, Rana Forsati, Mohammad Reza Meybodi |
| 2009 | AICCSA | An efficient algorithm for web recommendation systems. | Rana Forsati, Mohammad Reza Meybodi, Afsaneh Rahbar |
| 2008 | CSICC | Bandwidth-Delay Constrained Least Cost Multicast Routing for Multimedia Communication. | Mehrdad Mahdavi, Rana Forsati, Ali Movaghar |