| 2025 | Code Generation with Small Language Models: A Codeforces-Based Study. | Dbora Souza, Rohit Gheyi, Lucas Albuquerque, Gustavo Soares, Mrcio Ribeiro |
| 2025 | Privacy-Preserving Multimodal Stress Detection from Wearables with Attention Fusion and Federated Learning. | Mohd. Farhan Israk Soumik, Hussein Zangoti, Ebrahim Maghsoudlou, Awal Ahmed Fime, Ahmed Imteaj, Abdur R. Shahid |
| 2025 | Tabular Data with Class Imbalance: Predicting Electric Vehicle Crash Severity with Pretrained Transformers (TabPFN) and Mamba-Based Models. | Shriyank Somvanshi, Pavan Hebli, Gaurab Chhetri, Subasish Das |
| 2025 | From Uncertainty to Clarity: Projecting Points onto Classification Boundaries Using Distance Metrics. | Michael R. Smith, Eva Domschot |
| 2025 | Spectral and Spatial Graph Learning for Multispectral Solar Image Compression. | Prasiddha Siwakoti, Atefeh Khoshkhahtinat, Piyush M. Mehta, Barbara J. Thompson, Michael S. F. Kirk, Daniel Da Silva |
| 2025 | Event Detection in Dark Web and Surface Web Forums using Machine Learning. | Rodrigo Bernab Silveira, Rodrigo Sanches Miani, Paulo Henrique Ribeiro Gabriel |
| 2025 | Evaluating the Impact of Compression Techniques on the Robustness of CNNs under Natural Corruptions. | Itallo Patrick Castro Alves Da Silva, Emanuel Adler Medeiros Pereira, Erick de Andrade Barboza, Baldoino Fonseca dos Santos Neto, Mrcio de Medeiros Ribeiro |
| 2025 | Learning from Execution Graphs: A Graph Neural Network Approach to Malware Detection. | Hossein Shokouhi-Nejad, Mackenzie Chase, Roozbeh Razavi-Far |
| 2025 | Learning Robust Simplex Sparse Representation Using Alternating Linearized Minimization Method. | Zhennan Shi, Qiushi Wei |
| 2025 | Detecting Patient and Healthy People's Personalized Breathing Patterns with Few-Shot Learning. | Manas V. Shetty, John Springer, Sudip Vhaduri, Zachary Hass, Jessica E. Huber, Brad H. Rosen, Jennifer A. Coddington |
| 2025 | Label-Efficient Human Activity Recognition from Wearables via Self-Supervised Representation Learning. | Taoran Sheng, Manfred Huber |
| 2025 | From Answer to Origin: Page Number Grounding in Document-Level Question Answering. | Zarin T. Shejuti, Debzani Deb, Emily R. Dunkel |
| 2025 | A Generative Adversarial based Approach for Continual Federated Learning with Non-IID Data. | Akshat Sharma, JingTao Yao |
| 2025 | A Feature-based Linguistic and Statistical Framework for AI-Generated Text Detection. | Vaishnavi Sen, Rashida Hasan |
| 2025 | Generation of Programmatic Rules for Document Forgery Detection Using Large Language Models. | Valentin Schmidberger, Manuel Eberhardinger, Setareh Maghsudi, Johannes Maucher |
| 2025 | Efficient Edge Inference via Entropy and Magnitude-Aware Feature Map Pruning in Partitioned CNNs. | Eiraj Saqib, Oscar Artur Bernd Berg, Isaac Snchez Leal, Irida Shallari, Silvia Krug, Axel Jantsch, Mattias O'Nils |
| 2025 | Beyond a Single Perspective: Neural Fusion of Lvy-Generated Super-Resolution Images for Robust Face Recognition. | Marcelo dos Santos, Joo C. Neves, David Menotti |
| 2025 | Leveraging Diffusion-Based Augmentation for Robust Semantic Segmentation. | Muhammad-Momin Salman, Christoph Gerhardt, Wolfgang Broll |
| 2025 | Unsupervised Feature Extraction using Convolutional Autoencoder for Credit Card Fraud Detection. | Zahra Salekshahrezaee, Mary Anne Walauskis, Taghi M. Khoshgoftaar |
| 2025 | RespFormer: A Motion-Guided Temporal-Frequency Multimodal Fusion Transformer for Contactless Respiratory Monitoring. | Shadman Sakib, Gaurav Shinde, Snehalraj Chugh, Mohammad Saeid Anwar, Nirmalya Roy |
| 2025 | Learning a Single Compact Soft Tree with Iterative Updates of Sample Weights. | Atsuya Saiga, Akihiro Inokuchi |
| 2025 | Fault Robustness and Lightweight Error Correction for Low-Precision Posit Neural Networks in Safety-Critical Systems. | Suleiman Junaidu Sadiq, Martin Mariusz Lester |
| 2025 | Jailbreaking Large Language Models: Safety Alignment, Response Quality, Computational Cost. | Jonas Rosengren, Joel Brynielsson, Fredrik Johansson, Patrik Jonell |
| 2025 | Black drama: between hate speech and algorithmic racism. | Cssia C. S. Rosa, Renato Porfirio Ishii, Fbio Henrique Viduani Martinez |
| 2025 | Active Authentication via Korean Keystrokes Under Varying LLM Assistance and Cognitive Contexts. | Dong Hyun Roh, Rajesh Kumar |