| 2026 | ACL | Text-to-Distribution Prediction with Quantile Tokens and Neighbor Context. | Yilun Zhu, Yuan Zhuang, Nikhita Vedula, Dushyanta Dhyani, Shaoyuan Xu, Mohsen Bayati, Bryan Wang, Shervin Malmasi |
| 2025 | ACL | Quantile Regression with Large Language Models for Price Prediction. | Nikhita Vedula, Dushyanta Dhyani, Laleh Jalali, Boris N. Oreshkin, Mohsen Bayati, Shervin Malmasi |
| 2025 | ICLR | Geometry-Aware Approaches for Balancing Performance and Theoretical Guarantees in Linear Bandits. | Yuwei Luo, Mohsen Bayati |
| 2020 | AISTATS | Recommendation on a Budget: Column Space Recovery from Partially Observed Entries with Random or Active Sampling. | Carolyn Kim, Mohsen Bayati |
| 2015 | AMIA | A Low-Cost Method for Multiple Disease Prediction. | Mohsen Bayati, Sonia Bhaskar, Andrea Montanari |
| 2015 | AMIA | Matrix Completion Methods and Imputation for EMR-Based Prediction. | Erika Strandberg, Mohsen Bayati |
| 2012 | ISIT | Universality in polytope phase transitions and iterative algorithms. | Mohsen Bayati, Marc Lelarge, Andrea Montanari |
| 2011 | ACSSC | Session MA3b: Graphical models in signal processing I. | Mohsen Bayati |
| 2011 | SODA | Fast Convergence of Natural Bargaining Dynamics in Exchange Networks. | Yashodhan Kanoria, Mohsen Bayati, Christian Borgs, Jennifer T. Chayes, Andrea Montanari |
| 2010 | ISIT | The dynamics of message passing on dense graphs, with applications to compressed sensing. | Mohsen Bayati, Andrea Montanari |
| 2010 | STOC | Combinatorial approach to the interpolation method and scaling limits in sparse random graphs. | Mohsen Bayati, David Gamarnik, Prasad Tetali |
| 2009 | ICDM | Algorithms for Large, Sparse Network Alignment Problems. | Mohsen Bayati, Margot Gerritsen, David F. Gleich, Amin Saberi, Ying Wang |
| 2009 | SODA | Generating random graphs with large girth. | Mohsen Bayati, Andrea Montanari, Amin Saberi |
| 2007 | INFOCOM | Iterative Scheduling Algorithms. | Mohsen Bayati, Balaji Prabhakar, Devavrat Shah, Mayank Sharma |
| 2007 | STOC | Simple deterministic approximation algorithms for counting matchings. | Mohsen Bayati, David Gamarnik, Dimitriy A. Katz, Chandra Nair, Prasad Tetali |
| 2006 | ISIT | A Simpler Max-Product Maximum Weight Matching Algorithm and the Auction Algorithm. | Mohsen Bayati, Devavrat Shah, Mayank Sharma |
| 2005 | GLOBECOM | Achieving stability in networks of input-queued switches using a local online scheduling policy. | Shubha U. Nabar, Neha Kumar, Mohsen Bayati, Abtin Keshavarzian |
| 2005 | ISIT | Maximum weight matching via max-product belief propagation. | Mohsen Bayati, Devavrat Shah, Mayank Sharma |