| 2025 | ICML | Position: Scaling LLM Agents Requires Asymptotic Analysis with LLM Primitives. | Elliot Meyerson, Xin Qiu |
| 2022 | GECCO | Simple genetic operators are universal approximators of probability distributions (and other advantages of expressive encodings). | Elliot Meyerson, Xin Qiu, Risto Miikkulainen |
| 2021 | GECCO | Evaluating medical aesthetics treatments through evolved age-estimation models. | Risto Miikkulainen, Elliot Meyerson, Xin Qiu, Ujjayant Sinha, Raghav Kumar, Karen Hofmann, Yiyang Matt Yan, Michael Ye, Jingyuan Yang, Damon Caiazza, Stephanie Manson Brown |
| 2021 | ICLR | The Traveling Observer Model: Multi-task Learning Through Spatial Variable Embeddings. | Elliot Meyerson, Risto Miikkulainen |
| 2020 | GECCO | Effective reinforcement learning through evolutionary surrogate-assisted prescription. | Olivier Francon, Santiago Gonzalez, Babak Hodjat, Elliot Meyerson, Risto Miikkulainen, Xin Qiu, Hormoz Shahrzad |
| 2020 | ICLR | Quantifying Point-Prediction Uncertainty in Neural Networks via Residual Estimation with an I/O Kernel. | Xin Qiu, Elliot Meyerson, Risto Miikkulainen |
| 2019 | GECCO | Evolutionary neural AutoML for deep learning. | Jason Zhi Liang, Elliot Meyerson, Babak Hodjat, Daniel Fink, Karl Mutch, Risto Miikkulainen |
| 2018 | GECCO | Evolutionary architecture search for deep multitask networks. | Jason Zhi Liang, Elliot Meyerson, Risto Miikkulainen |
| 2018 | ICLR | Beyond Shared Hierarchies: Deep Multitask Learning through Soft Layer Ordering. | Elliot Meyerson, Risto Miikkulainen |
| 2018 | ICML | Pseudo-task Augmentation: From Deep Multitask Learning to Intratask Sharing-and Back. | Elliot Meyerson, Risto Miikkulainen |
| 2017 | GECCO | Discovering evolutionary stepping stones through behavior domination. | Elliot Meyerson, Risto Miikkulainen |
| 2016 | AAAI | Reuse of Neural Modules for General Video Game Playing. | Alexander Braylan, Mark Hollenbeck, Elliot Meyerson, Risto Miikkulainen |
| 2016 | GECCO | Learning Behavior Characterizations for Novelty Search. | Elliot Meyerson, Joel Lehman, Risto Miikkulainen |
| 2015 | AAAI | Frame Skip Is a Powerful Parameter for Learning to Play Atari. | Alexander Braylan, Mark Hollenbeck, Elliot Meyerson, Risto Miikkulainen |
| 2015 | IJCAI | On the Cross-Domain Reusability of Neural Modules for General Video Game Playing. | Alexander Braylan, Mark Hollenbeck, Elliot Meyerson, Risto Miikkulainen |
| 2014 | Algosensors | Multi-Robot Foremost Coverage of Time-Varying Graphs. | Eric Aaron, Danny Krizanc, Elliot Meyerson |
| 2014 | WG | DMVP: Foremost Waypoint Coverage of Time-Varying Graphs. | Eric Aaron, Danny Krizanc, Elliot Meyerson |