| 2025 | Sparse RNNs in Reinforcement Learning Applications. | Quincy Hershey, Randy C. Paffenroth |
| 2025 | Iterative Denoising Autoencoders with Adaptive Iterations Trained Using Sum Iteration Losses. | Shiquan He, Randy C. Paffenroth |
| 2025 | A Multi-Stage Machine Learning Pipeline for Automated Bowel Preparation Scale Assessment in Colonoscopy Videos. | Yiqin He, Qilei Chen, Ke Wan, Alimire Nabijiang, Yu Cao, Benyuan Liu |
| 2025 | NeuCODEX: Edge-Cloud Co-Inference with Spike-Driven Compression and Dynamic Early-Exit. | Maruf Hassan, Steven Davy, Muhammad Zawish, Owais Bin Zuber, Nouman Ashraf |
| 2025 | Mental Multi-class Classification on Social Media: Benchmarking Transformer Architectures against LSTM Models. | Khalid Hasan, Jamil Saquer, Yifan Zhang |
| 2025 | A Data-Driven Approach for Sleep Stage Detection Using Machine Learning and Feature Selection Algorithms. | Md. Nahid Hasan, Md. Sultan Mahmud, Clifford Jones, Saroj Baral, Khem Poudel |
| 2025 | Morphology-Inspired Optimization with Deep Learning for Sedimentary Particle Segmentation in Petrographic Microscope Images. | Tahmid Anjum Bin Haroon, Md. Golam Kibria, Md Belayat Hossain |
| 2025 | BRAINS: A Retrieval-Augmented System for Alzheimer's Detection and Monitoring. | Rajan Das Gupta, Md. Kishor Morol, Nafiz Fahad, Md. Tanzib Hosain, Sumaya Binte Zilani Choya, Md. Jakir Hossen |
| 2025 | Physics-Informed Neural Networks for Soil Moisture Modeling and Landslide Assessment. | Shelly Gupta, Jovan Andjelkovic, Abhudaya Shrivastava, Atsuhiro Muto, Zoran Obradovic |
| 2025 | Adaptive Contrastive Learning for Understanding Procedural Activities. | Chenxi Guo, Andreas Hubert, Konrad Doll |
| 2025 | Memory-Augmented Log Analysis with Phi-4-mini: Enhancing Threat Detection in Structured Security Logs. | Anbi Guo, Mahfuza Farooque |
| 2025 | AQUA-LLM: Evaluating Accuracy, Quantization, and Adversarial Robustness Trade-offs in LLMs for Cybersecurity Question Answering. | Onat Gngr, Roshan Sood, Harold Wang, Tajana Rosing |
| 2025 | LIGHT-HIDS: A Lightweight and Effective Machine Learning-Based Framework for Robust Host Intrusion Detection. | Onat Gngr, Ishaan Kale, Jiasheng Zhou, Tajana Rosing |
| 2025 | Medical Imaging with Deep Learning: A Comparison of CNN and Transformer Models. | Kehan Gao, Sarah Tasneem, Taghi M. Khoshgoftaar |
| 2025 | SecureFixAgent: A Hybrid LLM Agent for Automated Python Static Vulnerability Repair. | Jugal Gajjar, Kamalasankari Subramaniakuppusamy, Relsy Puthal, Kaustik Ranaware |
| 2025 | Reducing Exposure Bias in Deep Learning Models for GPU Temperature Prediction in Data Centers. | Mark Fullton, Xiaojun Ruan, Xunfei Jiang, Mahdi Ebrahimi |
| 2025 | Out-of-the-Box Uncertainty: Reducing Confident Errors with Dirichlet Classifiers. | Courtney Franzen, Farhad Pourkamali-Anaraki |
| 2025 | Language Models as Decision Support Systems for Directional Network Maneuvering. | Carlos Flores-Molina, Alex Bordetsky, Marko Orescanin |
| 2025 | Applying LLMs to the Classification of Cybersecurity Incident Tickets in a Few-Shot Scenario. | Sebastio Alves de Jesus Filho, Alvaro Santana Santos, Rafael Dias Arajo, Rodrigo Sanches Miani |
| 2025 | MCP-AI: Protocol-Driven Intelligence Framework for Autonomous Reasoning in Healthcare. | Zag ElSayed, Craig A. Erickson, Ernest V. Pedapati |
| 2025 | Enhancing 3D Semi-Supervised Teeth Segmentation with Voxel Entropy-Guided Self-Learning. | Elbadry Elbadry, Mahmoud Gamal, Marwa Baraka, Marwan Torki |
| 2025 | Hybrid Deep Learning Models for the Prediction of Some Experimental Quantities of Molecules. | P. Djagba, V. Rakotonarivo, A. Zeleke |
| 2025 | GUI-Based Deep Learning System for Real-Time Early Dental Caries Classification and Detection via OCT Images. | Carlos Diaz, Hassan S. Salehi |
| 2025 | Adversarial-Resilient RF Fingerprinting: A CNN-GAN Framework for Rogue Transmitter Detection. | Raju Dhakal, Prashant Shekhar, Laxima Niure Kandel |
| 2025 | Drug Repurposing Using Deep Embedded Clustering and Graph Neural Networks. | Luke Delzer, Robert Kroleski, Ali K. AlShami, Jugal Kalita |