| 2026 | AAAI | Risk-Sensitive Exponential Actor Critic. | Alonso Granados Baca, Jason Pacheco |
| 2025 | ICLR | Risk-Sensitive Variational Actor-Critic: A Model-Based Approach. | Alonso Granados Baca, Reza Ebrahimi, Jason Pacheco |
| 2025 | ICLR | Flow-based Variational Mutual Information: Fast and Flexible Approximations. | Caleb Dahlke, Jason Pacheco |
| 2025 | SP | An Interactive Framework for Implementing Privacy-Preserving Federated Learning: Experiments on Large Language Models. | Kasra Ahmadi, Rouzbeh Behnia, Reza Ebrahimi, Mehran Mozaffari Kermani, Jeremiah Birrell, Jason Pacheco, Attila A. Yavuz |
| 2024 | AISTATS | Efficient Variational Sequential Information Control. | Jianwei Shen, Jason Pacheco |
| 2023 | AISTATS | Fast Variational Estimation of Mutual Information for Implicit and Explicit Likelihood Models. | Caleb Dahlke, Sue Zheng, Jason Pacheco |
| 2022 | ICDM | EW-Tune: A Framework for Privately Fine-Tuning Large Language Models with Differential Privacy. | Rouzbeh Behnia, Mohammadreza Ebrahimi, Jason Pacheco, Balaji Padmanabhan |
| 2022 | ICDM | An Adversarial Reinforcement Learning Framework for Robust Machine Learning-based Malware Detection. | Mohammadreza Ebrahimi, Weifeng Li, Yidong Chai, Jason Pacheco, Hsinchun Chen |
| 2021 | SP | Binary Black-Box Attacks Against Static Malware Detectors with Reinforcement Learning in Discrete Action Spaces. | Mohammadreza Ebrahimi, Jason Pacheco, Weifeng Li, James Lee Hu, Hsinchun Chen |
| 2020 | CVPR | Nonparametric Object and Parts Modeling With Lie Group Dynamics. | David S. Hayden, Jason Pacheco, John W. Fisher III |
| 2019 | AISTATS | Variational Information Planning for Sequential Decision Making. | Jason Pacheco, John W. Fisher III |
| 2018 | ICML | A Robust Approach to Sequential Information Theoretic Planning. | Sue Zheng, Jason Pacheco, John W. Fisher III |
| 2015 | ICML | Proteins, Particles, and Pseudo-Max-Marginals: A Submodular Approach. | Jason Pacheco, Erik B. Sudderth |
| 2014 | ICML | Preserving Modes and Messages via Diverse Particle Selection. | Jason Pacheco, Silvia Zuffi, Michael J. Black, Erik B. Sudderth |
| 2011 | FUSION | Performance analysis of Adaptive Probabilistic Multi-hypothesis Tracking with the Metron data sets. | Christian G. Hempel, Tod Luginbuhl, Jason Pacheco |
| 2009 | FUSION | Performance analysis of the Probabilistic Multi-hypothesis Tracking algorithm on the SEABAR data sets. | Christian G. Hempel, Jason Pacheco |