| 2023 | GECCO | Pid-Inspired Modifications in Response Threshold Models In Swarm Intelligent Systems. | Maryam Kebari, Annie S. Wu, H. David Mathias |
| 2021 | CEC | A Biologically-Inspired Model for Mass Extinction in Genetic Algorithms. | Kaelan Engholdt, H. David Mathias |
| 2021 | FlAIRS | Decentralized Swarm Desynchronization via Inter-agent Variation for Logistical Resupply. | Annie S. Wu, Joseph P. Giordano, H. David Mathias, Arjun Pherwani |
| 2021 | GECCO | Evolved response thresholds generalize across problem instances for a deterministic-response multiagent system. | H. David Mathias, Annie S. Wu, Daniel Dang |
| 2020 | FlAIRS | Improving Multi-Agent System Coordination Via Intensity Variation. | H. David Mathias, Annie S. Wu, Laik Ruetten, Eric Coursin |
| 2020 | FlAIRS | Effects of Response Threshold Distribution on Dynamic Division of Labor in Decentralized Swarms. | Annie S. Wu, H. David Mathias, Joseph P. Giordano, Anthony Hevia |
| 2020 | GECCO | A parallel two-stage genetic algorithm for route planning. | H. David Mathias, Samantha S. Foley |
| 2019 | GECCO | Evolving cooperation for the iterated prisoner's dilemma. | Jessica Finocchiaro, H. David Mathias |
| 2017 | GECCO | Social trends in the iterated prisoner's dilemma. | Jessica Finocchiaro, H. David Mathias |
| 2017 | GECCO | Enhanced genetic path planning for autonomous flight. | Vincent R. Ragusa, H. David Mathias, Vera A. Kazakova, Annie S. Wu |
| 2016 | CEC | An empirical study of crossover and mass extinction in a genetic algorithm for pathfinding in a continuous environment. | H. David Mathias, Vincent R. Ragusa |
| 1996 | STOC | Noise-Tolerant Distribution-Free Learning of General Geometric Concepts. | Nader H. Bshouty, Sally A. Goldman, H. David Mathias, Subhash Suri, Hisao Tamaki |
| 1995 | COLT | Noise-Tolerant Parallel Learning of Geometric Concepts. | Nader H. Bshouty, Sally A. Goldman, H. David Mathias |
| 1995 | COLT | DNF - If You Can't Learn'em, Teach'em: An Interactive Model of Teaching. | H. David Mathias |
| 1994 | COLT | Learning Unions of Boxes with Membership and Equivalence Queries. | Paul W. Goldberg, Sally A. Goldman, H. David Mathias |
| 1993 | COLT | Teaching a Smart Learner. | Sally A. Goldman, H. David Mathias |
| 1992 | COLT | Learning | Sally A. Goldman, H. David Mathias |