| 2025 | SoCS | Efficient Primal Heuristics for Mixed Binary Quadratic Programs Using Suboptimal Rounding Guidance. | Weimin Huang, Natalie M. Isenberg, Jn Drgona, Draguna L. Vrabie, Bistra Dilkina |
| 2024 | AAAI | Semi-supervised Learning of Dynamical Systems with Neural Ordinary Differential Equations: A Teacher-Student Model Approach. | Yu Wang, Yuxuan Yin, Karthik Somayaji N. S., Jn Drgona, Malachi Schram, Mahantesh Halappanavar, Frank Liu, Peng Li |
| 2024 | CIKM | Finding MIDDLE Ground: Scalable and Secure Distributed Learning. | Marco Bornstein, Nawaf Nazir, Jn Drgona, Soumya Kundu, Veronica Adetola |
| 2023 | AAAI | AutoNF: Automated Architecture Optimization of Normalizing Flows with Unconstrained Continuous Relaxation Admitting Optimal Discrete Solution. | Yu Wang, Jn Drgona, Jiaxin Zhang, Karthik Somayaji Nanjangud Suryanarayana, Malachi Schram, Frank Liu, Peng Li |
| 2021 | SENSYS | The second ACM SIGEnergy workshop on reinforcement learning for energy management in buildings & cities (RLEM). | Zoltn Nagy, June Young Park, Jn Drgona, Matias Quintana |