| 2025 | ICLR | Breaking Neural Network Scaling Laws with Modularity. | Akhilan Boopathy, Sunshine Jiang, William Yue, Jaedong Hwang, Abhiram Iyer, Ila R. Fiete |
| 2025 | ICLR | Uncovering Latent Memories in Large Language Models. | Sunny Duan, Mikail Khona, Abhiram Iyer, Rylan Schaeffer, Ila R. Fiete |
| 2025 | ICML | Compositional Generalization via Forced Rendering of Disentangled Latents. | Qiyao Liang, Daoyuan Qian, Liu Ziyin, Ila R. Fiete |
| 2025 | ICML | A Multi-Region Brain Model to Elucidate the Role of Hippocampus in Spatially Embedded Decision-Making. | Yi Xie, Jaedong Hwang, Carlos D. Brody, David W. Tank, Ila R. Fiete |
| 2024 | ICLR | Improving protein optimization with smoothed fitness landscapes. | Andrew Kirjner, Jason Yim, Raman Samusevich, Shahar Bracha, Tommi S. Jaakkola, Regina Barzilay, Ila R. Fiete |
| 2024 | ICML | Rapid Learning without Catastrophic Forgetting in the Morris Water Maze. | Raymond Wang, Jaedong Hwang, Akhilan Boopathy, Ila R. Fiete |
| 2022 | ICLR | Map Induction: Compositional spatial submap learning for efficient exploration in novel environments. | Sugandha Sharma, Aidan Curtis, Marta Kryven, Joshua B. Tenenbaum, Ila R. Fiete |
| 2022 | ICML | Content Addressable Memory Without Catastrophic Forgetting by Heteroassociation with a Fixed Scaffold. | Sugandha Sharma, Sarthak Chandra, Ila R. Fiete |