| 2025 | ICMI | Multimodal LLM using Federated Visual Instruction Tuning for Visually Impaired. | Ankith Bala, Alina Vereshchaka |
| 2025 | ICMLA | Rig-Aware 3D Reconstruction of Vehicle Undercarriages using Gaussian Splatting. | Nitin Kulkarni, Akhil Devarashetti, Charlie Cluss, Livio Forte, Dan Buckmaster, Philip Schneider, Chunming Qiao, Alina Vereshchaka |
| 2025 | ICMLA | Attention-Based Offline Reinforcement Learning and Clustering for Interpretable Sepsis Treatment. | Punit Kumar, Vaibhav Saran, Divyesh Patel, Nitin Kulkarni, Alina Vereshchaka |
| 2025 | ICMLA | Spatiotemporal Wildfire Prediction and Reinforcement Learning for Helitack Suppression. | Shaurya Mathur, Shreyas Bellary Manjunath, Nitin Kulkarni, Alina Vereshchaka |
| 2020 | AAAI | Variational Adversarial Kernel Learned Imitation Learning. | Fan Yang, Alina Vereshchaka, Yufan Zhou, Changyou Chen, Wen Dong |
| 2019 | WSC | Reducing Risks During Natural Disasters With Optimal Resource Allocation By Multi-Agent Optimization. | Alina Vereshchaka, Nathan Margaglio, Wen Dong |
| 2019 | WSC | Optimizing Complex Interaction Dynamics in Critical Infrastructure with a Stochastic Kinetic Model. | Fan Yang, Alina Vereshchaka, Wen Dong |