| 2025 | ICLR | Improving Large Language Model Planning with Action Sequence Similarity. | Xinran Zhao, Hanie Sedghi, Bernd Bohnet, Dale Schuurmans, Azade Nova |
| 2023 | ICLR | Leveraging Unlabeled Data to Track Memorization. | Mahsa Forouzesh, Hanie Sedghi, Patrick Thiran |
| 2023 | ICLR | REPAIR: REnormalizing Permuted Activations for Interpolation Repair. | Keller Jordan, Hanie Sedghi, Olga Saukh, Rahim Entezari, Behnam Neyshabur |
| 2023 | ICML | Can Neural Network Memorization Be Localized? | Pratyush Maini, Michael Curtis Mozer, Hanie Sedghi, Zachary Chase Lipton, J. Zico Kolter, Chiyuan Zhang |
| 2022 | ICLR | Exploring the Limits of Large Scale Pre-training. | Samira Abnar, Mostafa Dehghani, Behnam Neyshabur, Hanie Sedghi |
| 2022 | ICLR | The Role of Permutation Invariance in Linear Mode Connectivity of Neural Networks. | Rahim Entezari, Hanie Sedghi, Olga Saukh, Behnam Neyshabur |
| 2022 | ICLR | Leveraging unlabeled data to predict out-of-distribution performance. | Saurabh Garg, Sivaraman Balakrishnan, Zachary Chase Lipton, Behnam Neyshabur, Hanie Sedghi |
| 2021 | ICLR | The Deep Bootstrap Framework: Good Online Learners are Good Offline Generalizers. | Preetum Nakkiran, Behnam Neyshabur, Hanie Sedghi |
| 2020 | ICLR | The intriguing role of module criticality in the generalization of deep networks. | Niladri S. Chatterji, Behnam Neyshabur, Hanie Sedghi |
| 2020 | ICLR | Generalization bounds for deep convolutional neural networks. | Philip M. Long, Hanie Sedghi |
| 2019 | ICLR | The Singular Values of Convolutional Layers. | Hanie Sedghi, Vineet Gupta, Philip M. Long |
| 2017 | UAI | How Good Are My Predictions? Efficiently Approximating Precision-Recall Curves for Massive Datasets. | Ashish Sabharwal, Hanie Sedghi |
| 2016 | AISTATS | Provable Tensor Methods for Learning Mixtures of Generalized Linear Models. | Hanie Sedghi, Majid Janzamin, Anima Anandkumar |
| 2010 | WCNC | A Game-Theoretic Approach for Power Allocation in Bidirectional Cooperative Communication. | Majid Janzamin, Mohammad Reza Pakravan, Hanie Sedghi |