| 2025 | EMNLP | Split-Merge: Scalable and Memory-Efficient Merging of Expert LLMs. | Sruthi Gorantla, Aditya Rawal, Devamanyu Hazarika, Kaixiang Lin, Mingyi Hong, Mahdi Namazifar |
| 2025 | NAACL | Sequence-level Large Language Model Training with Contrastive Preference Optimization. | Zhili Feng, Dhananjay Ram, Cole Hawkins, Aditya Rawal, Jinman Zhao, Sheng Zha |
| 2024 | ACL | Extreme Miscalibration and the Illusion of Adversarial Robustness. | Vyas Raina, Samson Tan, Volkan Cevher, Aditya Rawal, Sheng Zha, George Karypis |
| 2024 | EMNLP | DEM: Distribution Edited Model for Training with Mixed Data Distributions. | Dhananjay Ram, Aditya Rawal, Momchil Hardalov, Nikolaos Pappas, Sheng Zha |
| 2022 | CVPR | Continual Learning with Transformers for Image Classification. | Beyza Ermis, Giovanni Zappella, Martin Wistuba, Aditya Rawal, Cdric Archambeau |
| 2020 | ICML | Enhanced POET: Open-ended Reinforcement Learning through Unbounded Invention of Learning Challenges and their Solutions. | Rui Wang, Joel Lehman, Aditya Rawal, Jiale Zhi, Yulun Li, Jeffrey Clune, Kenneth O. Stanley |
| 2020 | ICML | Generative Teaching Networks: Accelerating Neural Architecture Search by Learning to Generate Synthetic Training Data. | Felipe Petroski Such, Aditya Rawal, Joel Lehman, Kenneth O. Stanley, Jeffrey Clune |
| 2019 | ICLR | Backpropamine: training self-modifying neural networks with differentiable neuromodulated plasticity. | Thomas Miconi, Aditya Rawal, Jeff Clune, Kenneth O. Stanley |
| 2016 | GECCO | Evolving Deep LSTM-based Memory Networks using an Information Maximization Objective. | Aditya Rawal, Risto Miikkulainen |
| 2014 | ALIFE | Evolution of Communication in Mate Selection. | Aditya Rawal, Janette Boughman, Risto Miikkulainen |
| 2014 | GECCO | General intelligence through prolonged evolution of densely connected neural networks. | Padmini Rajagopalan, Aditya Rawal, Kay E. Holekamp, Risto Miikkulainen |
| 2012 | ALIFE | Evolution of a Communication Code in Cooperative Tasks. | Aditya Rawal, Padmini Rajagopalan, Risto Miikkulainen, Kay E. Holekamp |
| 2010 | GECCO | Emergence of competitive and cooperative behavior using coevolution. | Padmini Rajagopalan, Aditya Rawal, Risto Miikkulainen |