| 2025 | B-TGAT: A BI-Directional Temporal Graph Attention Transformer for Clustering Multivariate Spatiotemporal Data. | Francis Ndikum Nji, Vandana Janeja, Jianwu Wang |
| 2025 | Towards Interpretable and Trustworthy Time Series Reasoning: A BlueSky Vision. | Kanghui Ning, Zijie Pan, Yushan Jiang, Anderson Schneider, Yuriy Nevmyvaka, Dongjin Song |
| 2025 | Navigating Between Explainability and Extractability in Machine Learning as a Service. | Ojas Nimase, Yue Zhao, Yushun Dong |
| 2025 | ESGF-Assistant: A Domain-Specific Large Language Model for Navigating Earth System Data. | Daniel Saedi Nia, Elias C. Massoud, Bharat Sharma, Jitendra Kumar, Nathan Collier, Forrest M. Hoffman |
| 2025 | Score-Based Integrated Gradient for Root Cause Explanations of Outliers. | Phuoc Nguyen, Truyen Tran, Sunil Gupta, Svetha Venkatesh |
| 2025 | Neural Autoregressive Flows for Markov Boundary Learning. | Khoa Nguyen, Bao Duong, Viet Huynh, Thin Nguyen |
| 2025 | Uncertainty Awareness and Trust in Explainable AI - On Trust Calibration Using Local and Global Explanations. | Carina Newen, Daniel Bodemer, Sonja Glantz, Emmanuel Mller, Magdalena Wischnewski, Lenka Schnaubert |
| 2025 | Meta-Features Informed Wgan for Tabular Data. | Roman Netrogolov, Irina Deeva |
| 2025 | Community Member and Scientific Queries for Climate Resilience: An Assessment of the LLM Landscape. | Rhoda Nankabirwa, Vandana P. Janeja |
| 2025 | InSQuaD: In-Context Learning for Efficient Retrieval via Submodular Mutual Information to Enforce Quality and Diversity. | Souradeep Nanda, Anay Majee, Rishabh K. Iyer |
| 2025 | Towards Generalizable Time Series Forecasting Via IB-Regularized Transformer-Diffusion. | Dagyeong Na, Jinho Kang, Junseok Kwon |
| 2025 | Deep Distance Measurement Method for Unsupervised Multivariate Time Series Similarity Retrieval. | Susumu Naito, Kouta Nakata, Yasunori Taguchi |
| 2025 | Socio-Demographic and Spatial Determinants of Covid-19 Booster Uptake: a Graph Attention Network-Based Analysis. | Hossein Naderi, Yuxia Huang, Taoran Ji, Ziba Abbasian |
| 2025 | Deep Learning Approaches for Cloud Property Retrieval: Comparing Foundation Model Fine-Tuning with Training From Scratch. | Danielle Murphy, Kevin Zhang, Caleb Parten, Autumn Sterling, Haoxiang Zhang, Xingyan Li, Jordan A. Caraballo-Vega, Jie Gong, Mark L. Carroll, Jianwu Wang |
| 2025 | Disentangled Contrastive Representation Learning for Zero-Shot Biomedical Text Classification. | Ratri Mukherjee, Shailesh Dahal, Kishlay Jha |
| 2025 | Modeling the Impact of U.S.-China Flight Connectivity on Pandemic Dynamics and China's Economy. | Yuhong Mu, Mengyu Jiang, Shanshan Zhang, Lichao Yang |
| 2025 | An Explainable AI Approach to Detecting Linguistic Markers of Mental Health Risk in Toxic Online Discourse. | Anilson Monteiro, Sebastio Pais, Farzaneh Lashgari, Mehran Pourvahab |
| 2025 | Geospatial Data Mining for Turbine Layout and Energy Forecasting in Offshore Wind Farms. | Cristian Noriega Monsalve, Aparna S. Varde, Stefan A. Robila |
| 2025 | ISIC Under Attack! Robustness of Skin Lesion Classifiers Under Adversarial Perturbations. | Bartlomiej Moniak, Andrzej Brodzicki, Joanna Jaworek-Korjakowska |
| 2025 | X4FL: Explainability for Federated Learning in ICU Mortality Prediction. | Lena Mondrejevski, Ioanna Miliou, Annaclaudia Montanino, Claudius Diez, Panagiotis Papapetrou |
| 2025 | FAIR-SHEPHERD: An Interactive System for Auditable Fairness via Population-Grounded Surrogates. | Shubham Mohole, Sainyam Galhotra |
| 2025 | CellFMCount: A Fluorescence Microscopy Dataset, Benchmark, and Methods for Cell Counting. | Abdurahman Ali Mohammed, Catherine Fonder, Ying Wei, Wallapak Tavanapong, Donald S. Sakaguchi, Qi Li, Surya K. Mallapragada |
| 2025 | Expert AI Algorithm for Reducing LDL Cholesterol Level. | Jolanta Mizera-Pietraszko |
| 2025 | Koopman Spectral Dynamics for Interpretable and Predictive Semantic Drift in Language Models. | Satyam Mishra, Phung Thao Vi, Vu Minh Phuc, Shivam Mishra, Sundaram Mishra, Vishwanath Bijalwan, Tran Duc Tan |
| 2025 | Unraveling SITT: Social Influence Technique Taxonomy and Detection with LLMs. | Wiktoria Mieleszczenko-Kowszewicz, Beata Bajcar, Aleksander Szczesny, Maciej Markiewicz, Jolanta Babiak, Berenika Dyczek, Przemyslaw Kazienko |