| 2025 | NORA: A Nephrology-Oriented Representation Learning Approach Towards Chronic Kidney Disease Classification. | Mohammad Abdul Hafeez Khan, Twisha Bhattacharyya, Omar Khan, Noorah Khan, Alina Aziz Fatima Khan, Mohammed Qutub Khan, Sujoy Ghosh Hajra |
| 2025 | Automated Clinical Coding with Multiclass ICD Prediction. | Supriya Khadka, Xiaorui Jiang, Vasile Palade |
| 2025 | Strategy Masking: A Method for Guardrails in Value-based Reinforcement Learning Agents. | Jonathan Keane, Sam Keyser, Jeremy Kedziora |
| 2025 | Spontaneous organization of diverse human color representations: from trichromacy to dichromacy in neural networks trained with retina-like inputs. | Asaki Kataoka, Nipun Ravindu Wickramanayaka, Yu Togashi, Masafumi Oizumi |
| 2025 | Enhancing Heavy Rain Nowcasting with Multimodal Data: Integrating Radar and Satellite Observations. | Rama Kassoumeh, David Rgamer, Henning Oppel |
| 2025 | Bilevel-Optimized Clustered and Distributed Federated Learning Secured by Blockchain for Building Energy Forecasting. | Ai Kagawa, Judy Min, Nancy Min |
| 2025 | Clustering and Explainable AI for Supporting Energy Contracting in the Brazilian Free Energy Market. | Srgio Baldo Jnior, Gabriel S. Matz, Marcos B. S. Paula, Ewerton Guarnier, Donato da Silva-Filho, Raquel L. Melo, Lucas B. Picarelli, Victor C. V. Rosa, Zhao Liang, Renato Tins |
| 2025 | A Multilingual Evaluation of Large Language Models for Generating Phonological Exercises via Linguistic Heuristic Guidance. | Geraldo Gomes da Cruz Jnior, Robson do Nascimento Fidalgo |
| 2025 | Lacium Flower: Learning Phonological Representations for Literacy Tasks in Low-Resource Scenarios for Brazilian Portuguese. | Geraldo Gomes da Cruz Jnior, Robson do Nascimento Fidalgo |
| 2025 | Ensembles of Statistically Independent Models: A Method for Semi-Supervised Domain Adaptation. | Nicholas Josselyn, Walter Gerych, Biao Yin, Ziming Zhang, Elke A. Rundensteiner |
| 2025 | Diabetic Retinopathy Lesion Segmentation through Attention Mechanisms. | Aruna Jithesh, Chinmayi Karumuri, Venkata Kiran Reddy Kotha, Meghana Doddapuneni, Taehee Jeong |
| 2025 | Progressive Searching for Retrieval in RAG. | Taehee Jeong, Xingzhe Zhao, Peizu Li, Markus Valvur, Weihua Zhao |
| 2025 | NLD-LLM: A systematic framework for evaluating small language transformer models on natural language description. | Hamed Jelodar, Mohammad Meymani, Parisa Hamedi, Tochukwu Emmanuel Nwankwo, Samita Bai, Roozbeh Razavi-Far, Ali A. Ghorbani |
| 2025 | Information-Geometric Barycenters for Bayesian Federated Learning. | Nour Jamoussi, Giuseppe Serra, Photios A. Stavrou, Marios Kountouris |
| 2025 | Axes-Oblique Partitioning for Local Model Networks with RFIR Models. | Christopher Illg, Oliver Nelles |
| 2025 | Gradient-based Model Shortcut Detection for Time Series Classification. | Salomon Ibarra, Frida Cantu, Kaixiong Zhou, Li Zhang |
| 2025 | Generalizing Distributions of Learned Error and Bias using Empirical Analysis. | Zackary Hoyt, Dean Frederick Hougen, Bryan Lavender, Zachary Kastl, Levi Golston, Sean Nguyen, Joseph Karch |
| 2025 | Detection of LLM Hallucinations Using Late Internal Representations. | Sakhawat Hossan, Jing Deng |
| 2025 | Breaking and Securing Vision-Language Models: An Adversarial Robustness Study. | Md. Zarif Hossain, Abdur R. Shahid, Ahmed Imteaj |
| 2025 | Multitask Contrastive Learning using Task-Wise Training and Partitioned Embedding Space. | M. Shifat Hossain, Sumit Kumar Jha, Hao Zheng, Rickard Ewetz |
| 2025 | Causal Time Series Modeling of Supraglacial Lake Evolution in Greenland under Distribution Shift. | Emam Hossain, Muhammad Hasan Ferdous, Devon Dunmire, Aneesh Subramanian, Md. Osman Gani |
| 2025 | Structural Damage Detection Using AI Super Resolution and Vision Language Model. | Catherine Hoier, Khandaker Mamun Ahmed |
| 2025 | Towards Reliable Reasoning in Vision-Language Models. | Chinh Hoang, Youssef Nassef, Mohammad Rashedul Hasan |
| 2025 | Deep Learning for Unrelated-Machines Scheduling: Handling Variable Dimensions. | Diego Hitzges, Guillaume Sagnol |
| 2025 | A Self-Supervised Auxiliary Learning Approach for Effective Depression Screening. | Kevin Hickey, Ricardo Flores, Avantika Shrestha, Elke A. Rundensteiner |