| 2026 | COLT | Learning Decision-Sufficient Representations for Linear Optimization. | Yuhan Ye, Saurabh Amin, Asuman E. Ozdaglar |
| 2025 | ACL | MAPoRL: Multi-Agent Post-Co-Training for Collaborative Large Language Models with Reinforcement Learning. | Chanwoo Park, Seungju Han, Xingzhi Guo, Asuman E. Ozdaglar, Kaiqing Zhang, Joo-Kyung Kim |
| 2025 | ICLR | A Policy-Gradient Approach to Solving Imperfect-Information Games with Best-Iterate Convergence. | Mingyang Liu, Gabriele Farina, Asuman E. Ozdaglar |
| 2025 | ICLR | Do LLM Agents Have Regret? A Case Study in Online Learning and Games. | Chanwoo Park, Xiangyu Liu, Asuman E. Ozdaglar, Kaiqing Zhang |
| 2025 | ICML | Contextual Optimization Under Model Misspecification: A Tractable and Generalizable Approach. | Omar Bennouna, Jiawei Zhang, Saurabh Amin, Asuman E. Ozdaglar |
| 2025 | WWW | Wikipedia Contributions in the Wake of ChatGPT. | Liang Lyu, James Siderius, Hannah Li, Daron Acemoglu, Daniel P. Huttenlocher, Asuman E. Ozdaglar |
| 2024 | AISTATS | EM for Mixture of Linear Regression with Clustered Data. | Amirhossein Reisizadeh, Khashayar Gatmiry, Asuman E. Ozdaglar |
| 2024 | EMNLP | MisinfoEval: Generative AI in the Era of "Alternative Facts". | Saadia Gabriel, Liang Lyu, James Siderius, Marzyeh Ghassemi, Jacob Andreas, Asuman E. Ozdaglar |
| 2024 | ICML | A Unified Linear Programming Framework for Offline Reward Learning from Human Demonstrations and Feedback. | Kihyun Kim, Jiawei Zhang, Asuman E. Ozdaglar, Pablo A. Parrilo |
| 2024 | ICML | Uniformly Stable Algorithms for Adversarial Training and Beyond. | Jiancong Xiao, Jiawei Zhang, Zhi-Quan Luo, Asuman E. Ozdaglar |
| 2023 | AISTATS | Symmetric (Optimistic) Natural Policy Gradient for Multi-Agent Learning with Parameter Convergence. | Sarath Pattathil, Kaiqing Zhang, Asuman E. Ozdaglar |
| 2023 | ICLR | The Power of Regularization in Solving Extensive-Form Games. | Mingyang Liu, Asuman E. Ozdaglar, Tiancheng Yu, Kaiqing Zhang |
| 2023 | ICML | Revisiting the Linear-Programming Framework for Offline RL with General Function Approximation. | Asuman E. Ozdaglar, Sarath Pattathil, Jiawei Zhang, Kaiqing Zhang |
| 2021 | ICML | A Wasserstein Minimax Framework for Mixed Linear Regression. | Theo Diamandis, Yonina C. Eldar, Alireza Fallah, Farzan Farnia, Asuman E. Ozdaglar |
| 2021 | ICML | Train simultaneously, generalize better: Stability of gradient-based minimax learners. | Farzan Farnia, Asuman E. Ozdaglar |
| 2020 | AISTATS | On the Convergence Theory of Gradient-Based Model-Agnostic Meta-Learning Algorithms. | Alireza Fallah, Aryan Mokhtari, Asuman E. Ozdaglar |
| 2020 | AISTATS | A Unified Analysis of Extra-gradient and Optimistic Gradient Methods for Saddle Point Problems: Proximal Point Approach. | Aryan Mokhtari, Asuman E. Ozdaglar, Sarath Pattathil |
| 2020 | COLT | Last Iterate is Slower than Averaged Iterate in Smooth Convex-Concave Saddle Point Problems. | Noah Golowich, Sarath Pattathil, Constantinos Daskalakis, Asuman E. Ozdaglar |
| 2020 | ICML | Do GANs always have Nash equilibria? | Farzan Farnia, Asuman E. Ozdaglar |
| 2019 | AISTATS | Efficient Nonconvex Empirical Risk Minimization via Adaptive Sample Size Methods. | Aryan Mokhtari, Asuman E. Ozdaglar, Ali Jadbabaie |
| 2019 | EC | Graphon Games. | Francesca Parise, Asuman E. Ozdaglar |
| 2019 | ICASSP | Community Inference from Graph Signals with Hidden Nodes. | Hoi-To Wai, Yonina C. Eldar, Asuman E. Ozdaglar, Anna Scaglione |
| 2018 | ICASSP | Identifying Susceptible Agents in Time Varying Opinion Dynamics Through Compressive Measurements. | Hoi-To Wai, Asuman E. Ozdaglar, Anna Scaglione |
| 2018 | ICASSP | Community Detection from Low-Rank Excitations of a Graph Filter. | Hoi-To Wai, Santiago Segarra, Asuman E. Ozdaglar, Anna Scaglione, Ali Jadbabaie |
| 2014 | ICASSP | State-dependent opinion dynamics. | Daron Acemoglu, Mohamed Mostagir, Asuman E. Ozdaglar |
| 2012 | CISS | A distributed newton method for dynamic Network Utility Maximization with delivery contracts. | Ermin Wei, Asuman E. Ozdaglar, Atilla Eryilmaz, Ali Jadbabaie |
| 2011 | ICASSP | Diffusions of innovations on deterministic topologies. | Mehmet Ercan Yildiz, Daron Acemoglu, Asuman E. Ozdaglar, Anna Scaglione |
| 2010 | CISS | Optimal reverse carpooling over wireless networks - a distributed optimization approach. | Ali ParandehGheibi, Asuman E. Ozdaglar, Michelle Effros, Muriel Mdard |
| 2010 | INFOCOM | Near-Optimal Power Control in Wireless Networks: A Potential Game Approach. | Ozan Candogan, Ishai Menache, Asuman E. Ozdaglar, Pablo A. Parrilo |
| 2010 | ISIT | Avoiding interruptions - QoE trade-offs in block-coded streaming media applications. | Ali ParandehGheibi, Muriel Mdard, Srinivas Shakkottai, Asuman E. Ozdaglar |
| 2010 | ITA | Voting models in random networks. | Mehmet Ercan Yildiz, Roberto Pagliari, Asuman E. Ozdaglar, Anna Scaglione |
| 2009 | INFOCOM | Noncooperative Load Balancing in the Continuum Limit of a Dense Network. | Eitan Altman, Ishai Menache, Asuman E. Ozdaglar |
| 2008 | CISS | Imperfect randomized algorithms for the optimal control of wireless networks. | Atilla Eryilmaz, Asuman E. Ozdaglar, Devavrat Shah, Eytan H. Modiano |
| 2008 | CISS | Subgradient methods in network resource allocation: Rate analysis. | Angelia Nedic, Asuman E. Ozdaglar |
| 2008 | PIMRC | Information theory vs. queueing theory for resource allocation in multiple access channels. | Ali ParandehGheibi, Muriel Mdard, Asuman E. Ozdaglar, Atilla Eryilmaz |
| 2008 | WiOpt | Rate and power allocation in fading multiple access channels. | Ali ParandehGheibi, Atilla Eryilmaz, Asuman E. Ozdaglar, Muriel Mdard |
| 2007 | INFOCOM | Polynomial Complexity Algorithms for Full Utilization of Multi-Hop Wireless Networks. | Atilla Eryilmaz, Asuman E. Ozdaglar, Eytan H. Modiano |
| 2006 | CISS | Paradoxes of Traffic Engineering with Partially Optimal Routing. | Daron Acemoglu, Ramesh Johari, Asuman E. Ozdaglar |
| 2006 | CISS | On Delay Performance Gains From Network Coding. | Atilla Eryilmaz, Asuman E. Ozdaglar, Muriel Mdard |
| 2006 | INFOCOM | Price Competition in Communication Networks. | Daron Acemoglu, Asuman E. Ozdaglar |
| 2006 | WiOpt | Power control and network design in mobile sensor networks. | Xin Huang, Asuman E. Ozdaglar |