| 2025 | COLT | The title of the paper. | Max Simchowitz, Daniel Pfrommer, Ali Jadbabaie |
| 2025 | ICASSP | Variance-reduced Clipping for Non-convex Optimization. | Amirhossein Reisizadeh, Haochuan Li, Subhro Das, Ali Jadbabaie |
| 2025 | ICLR | Residual Connections and Normalization Can Provably Prevent Oversmoothing in GNNs. | Michael Scholkemper, Xinyi Wu, Ali Jadbabaie, Michael T. Schaub |
| 2025 | ICML | On the Emergence of Position Bias in Transformers. | Xinyi Wu, Yifei Wang, Stefanie Jegelka, Ali Jadbabaie |
| 2025 | ICML | Fast Tensor Completion via Approximate Richardson Iteration. | Mehrdad Ghadiri, Matthew Fahrbach, Yunbum Kook, Ali Jadbabaie |
| 2025 | WWW | GraphHash: Graph Clustering Enables Parameter Efficiency in Recommender Systems. | Xinyi Wu, Donald Loveland, Runjin Chen, Yozen Liu, Xin Chen, Leonardo Neves, Ali Jadbabaie, Mingxuan Ju, Neil Shah, Tong Zhao |
| 2024 | ACSSC | On the Inconsistency of Estimation with Uncertain Models. | Csar A. Uribe, James Zachary Hare, Lance M. Kaplan, Ali Jadbabaie |
| 2024 | ICLR | Linear attention is (maybe) all you need (to understand Transformer optimization). | Kwangjun Ahn, Xiang Cheng, Minhak Song, Chulhee Yun, Ali Jadbabaie, Suvrit Sra |
| 2024 | ICML | How to Escape Sharp Minima with Random Perturbations. | Kwangjun Ahn, Ali Jadbabaie, Suvrit Sra |
| 2023 | ICLR | A Non-Asymptotic Analysis of Oversmoothing in Graph Neural Networks. | Xinyi Wu, Zhengdao Chen, William Wei Wang, Ali Jadbabaie |
| 2022 | ICDM | Link Partitioning on Simplicial Complexes Using Higher-Order Laplacians. | Xinyi Wu, Arnab Sarker, Ali Jadbabaie |
| 2022 | ICML | On Convergence of Gradient Descent Ascent: A Tight Local Analysis. | Haochuan Li, Farzan Farnia, Subhro Das, Ali Jadbabaie |
| 2022 | ICML | Beyond Worst-Case Analysis in Stochastic Approximation: Moment Estimation Improves Instance Complexity. | Jingzhao Zhang, Hongzhou Lin, Subhro Das, Suvrit Sra, Ali Jadbabaie |
| 2022 | ICML | Neural Network Weights Do Not Converge to Stationary Points: An Invariant Measure Perspective. | Jingzhao Zhang, Haochuan Li, Suvrit Sra, Ali Jadbabaie |
| 2021 | COLT | Open Problem: Can Single-Shuffle SGD be Better than Reshuffling SGD and GD? | Chulhee Yun, Suvrit Sra, Ali Jadbabaie |
| 2020 | AISTATS | FedPAQ: A Communication-Efficient Federated Learning Method with Periodic Averaging and Quantization. | Amirhossein Reisizadeh, Aryan Mokhtari, Hamed Hassani, Ali Jadbabaie, Ramtin Pedarsani |
| 2020 | CogSci | Social Learning with Sparse Belief Samples. | Rabih Salhab, Amir Ajorlou, Ali Jadbabaie, Josh Tenenbaum |
| 2020 | ICASSP | Communication Constrained Learning with Uncertain Models. | James Zachary Hare, Csar A. Uribe, Lance M. Kaplan, Ali Jadbabaie |
| 2020 | ICLR | Why Gradient Clipping Accelerates Training: A Theoretical Justification for Adaptivity. | Jingzhao Zhang, Tianxing He, Suvrit Sra, Ali Jadbabaie |
| 2020 | ICML | Complexity of Finding Stationary Points of Nonconvex Nonsmooth Functions. | Jingzhao Zhang, Hongzhou Lin, Stefanie Jegelka, Suvrit Sra, Ali Jadbabaie |
| 2019 | AISTATS | Efficient Nonconvex Empirical Risk Minimization via Adaptive Sample Size Methods. | Aryan Mokhtari, Asuman E. Ozdaglar, Ali Jadbabaie |
| 2019 | COLT | Reasoning in Bayesian Opinion Exchange Networks Is PSPACE-Hard. | Jan Hazla, Ali Jadbabaie, Elchanan Mossel, M. Amin Rahimian |
| 2019 | FUSION | On Malicious Agents in Non-Bayesian Social Learning with Uncertain Models. | James Zachary Hare, Csar A. Uribe, Lance M. Kaplan, Ali Jadbabaie |
| 2019 | ICLR | Efficiently testing local optimality and escaping saddles for ReLU networks. | Chulhee Yun, Suvrit Sra, Ali Jadbabaie |
| 2019 | ICLR | Small nonlinearities in activation functions create bad local minima in neural networks. | Chulhee Yun, Suvrit Sra, Ali Jadbabaie |
| 2018 | ICASSP | Community Detection from Low-Rank Excitations of a Graph Filter. | Hoi-To Wai, Santiago Segarra, Asuman E. Ozdaglar, Anna Scaglione, Ali Jadbabaie |
| 2018 | ICLR | Global Optimality Conditions for Deep Neural Networks. | Chulhee Yun, Suvrit Sra, Ali Jadbabaie |
| 2017 | ACSSC | Aggregate learning in networks of strategic agents. | Amir Ajorlou, Ali Jadbabaie, Munther A. Dahleh |
| 2017 | ICASSP | Multi-armed bandits in multi-agent networks. | Shahin Shahrampour, Alexander Rakhlin, Ali Jadbabaie |
| 2015 | AISTATS | Online Optimization : Competing with Dynamic Comparators. | Ali Jadbabaie, Alexander Rakhlin, Shahin Shahrampour, Karthik Sridharan |
| 2014 | GLOBECOM | Discounted integral priority routing for data networks. | Michael Zargham, Alejandro Ribeiro, Ali Jadbabaie |
| 2014 | ICASSP | Information aggregation in a beauty contest game. | Ceyhun Eksin, Pooya Molavi, Alejandro Ribeiro, Ali Jadbabaie |
| 2013 | GLOBECOM | Accelerated backpressure algorithm. | Michael Zargham, Alejandro Ribeiro, Ali Jadbabaie |
| 2013 | ICASSP | Bayesian Quadratic Network Game filters. | Ceyhun Eksin, Pooya Molavi, Alejandro Ribeiro, Ali Jadbabaie |
| 2012 | ACSSC | Dynamic games with side information in economic networks. | Ceyhun Eksin, Pooya Molavi, Alejandro Ribeiro, Ali Jadbabaie |
| 2012 | CISS | A distributed newton method for dynamic Network Utility Maximization with delivery contracts. | Ermin Wei, Asuman E. Ozdaglar, Atilla Eryilmaz, Ali Jadbabaie |
| 2011 | ACSSC | Session TA4a: Next generation network science. | Victor M. Preciado, Ali Jadbabaie |
| 2011 | ACSSC | The role of local topological information in viral information spreading. | Victor M. Preciado, Ali Jadbabaie |
| 2010 | ICRA | Towards simplicial coverage repair for mobile robot teams. | Jason C. Derenick, Vijay Kumar, Ali Jadbabaie |
| 2010 | ICRA | A duality approach to path planning for multiple robots. | Nader Motee, Ali Jadbabaie, George J. Pappas |
| 2009 | ICRA | Multi-vehicle path planning in dynamically changing environments. | Ali Ahmadzadeh, Nader Motee, Ali Jadbabaie, George J. Pappas |
| 2008 | CISS | Distributed computation of a sparse cover in sensor networks without location information. | Alireza Tahbaz-Salehi, Ali Jadbabaie |
| 2008 | ICRA | Connectivity management in mobile robot teams. | Ethan Stump, Ali Jadbabaie, Vijay Kumar |
| 2007 | ACC | Optimal Control of Spatially Distributed Systems. | Nader Motee, Ali Jadbabaie |
| 2007 | ACC | Decentralized Computation of Homology Groups in Networks by Gossip. | Abubakr Muhammad, Ali Jadbabaie |
| 2007 | ACC | On Recurrence of Graph Connectivity in Vicsek's Model of Motion Coordination for Mobile Autonomous Agents. | Alireza Tahbaz-Salehi, Ali Jadbabaie |
| 2006 | ICRA | Vision-based Control Laws for Distributed Flocking of Nonholonomic Agents. | Nima Moshtagh, Ali Jadbabaie, Kostas Daniilidis |