| 2025 | Vectorized Context-Aware Embeddings for GAT-Based Collaborative Filtering. | Danial Ebrat, Sepideh Ahmadian, Luis Rueda |
| 2025 | From Data Annotation to AI Prediction: Streamlining Histopathology Analysis in Acute Respiratory Distress Syndrome. | Amirhosein Ebrahimi, Mohammad Reza Zarei, Eva Kuhar, Prarthna Karunamurthy, Kasuni Pillagawa, Forough Jahandideh, Majid Komeili, Manoj Lalu, Arvind Mer |
| 2025 | How Robust Are Higher-Order Graph Neural Networks to Backdoor Attacks? | Abhijeet Dhali, Renata Dividino |
| 2025 | SAGNN+CS: A Resilient Graph Neural Network Framework Against Backdoor Threats. | Abhijeet Dhali, Renata Dividino |
| 2025 | A Comparison of Autoencoders and Variational Autoencoders for Anomaly Detection in Dermoscopic Skin Lesion Imagery. | Errol DaRocha, Andrew R. McIntyre, Lydia Bouzar-Benlabiod |
| 2025 | Unsupervised Feature Selection Using Orthogonally Constrained Matrix Factorization with Hessian Regularization and Non-Convex Sparsity. | Zubeka Dang, Anna Jazayeri, Ran Arino, Anna Briskina, Amir Moslemi |
| 2025 | Enhancing Legal Text Entailment: Evaluating Model Architectures, Training Approaches, and Interpretability. | Michel Custeau, Diana Inkpen |
| 2025 | Towards Backstepping Control of a Quadrotor Uncrewed Aerial Vehicle on SE(3). | Man Chun Chung, Mahdis Bisheban, Jeff Pieper |
| 2025 | The Power of Adaptation: Boosting In-Context Learning through Adaptive Prompting. | Shuzhang Cai, Twumasi Mensah-Boateng, Xander Kuksov, Jing Yuan, Shaojie Tang |
| 2025 | Towards Inference in Arithmetic Circuits by Exploiting Barren Variables. | Cory J. Butz, Jhonatan de S. Oliveira, Kadence Meredith |
| 2025 | Deep learning prediction of bacterial genetic engineering using a hybrid CNN-transformer approach. | Tyler Browne |
| 2025 | The QBF Cover encoding for Harary Tic-Tac-Toe's. | Steve Boucher, Roger Villemaire |
| 2025 | Let's CONFER: A Dataset for Evaluating Natural Language Inference Models on CONditional InFERence and Presupposition. | Tara Azin, Daniel Dumitrescu, Diana Inkpen, Raj Singh |
| 2025 | SF2D: Semi-supervised Federated Learning for Fall Detection using (Un)labelled Data in Edge-Cloud. | Seyed Alireza Rahimi Azghadi, Truong Thanh Hung Nguyen, Irina Kondratova, Hlne Fournier, Monica Wachowicz, Francis Palma, Ren Richard, Hung Cao |
| 2025 | Agile Reinforcement Learning for Real-Time Task Scheduling in Edge Computing. | Amin Avan, Akramul Azim, Qusay H. Mahmoud |
| 2025 | Mixture-of-Experts for Time Series Imputation. | Aman Atman, Santosh Nannuru |
| 2025 | A Domain-Specific Transformer Approach for Financial Statement Fraud Detection. | Matin N. Ashtiani, Shanzi Rui, Bijan Raahemi |
| 2025 | Discovering and Evaluating Politeness Editing Strategies. | Ahmad Aljanaideh, Saeb Ganideh, Michael Pumphrey, Mohammad Al Janaideh |
| 2025 | Generating Malicious Demonstration Policies to Exploit Vulnerabilities in Inverse Reinforcement Learning. | Arezoo Alipanah, Yash Pant |
| 2025 | Dynamic Sparse Causal-Attention Temporal Networks for Interpretable Causality Discovery in Multivariate Time Series. | Miloud Mihoubi, Meriem Zerkouk, Belkacem Chikhaoui |
| 2024 | Humans Don't Get Fooled: Does Predictive Coding Defend Against Adversarial Attack? | Junteng Zheng, Jeff Orchard |
| 2024 | Triple-Aware Reasoning: A Retrieval-Augmented Generation Approach for Enhancing Question-Answering Tasks with Knowledge Graphs and Large Language Models. | Hongzhi Zhang, M. Omair Shafiq |
| 2024 | SemiS-VFL: A Semi-Supervised Machine Learning Framework for Vertical Federated Learning. | Kun Yan, Paula Branco |
| 2024 | Adaptive Learning Rates for Gradient Boosting Machines. | Christopher Wang, Zheng Wang, Yunfei Ouyang, Behrouz Haji Soleimani |
| 2024 | Diminishing Simplicity Bias using GAN Generated Unbiased Augmentations. | Anshul Verma, Shehroz Khan |