| 2025 | Towards Robust Deterministic and Probabilistic Modeling for Predictive Learning. | Xuesong Nie, Haoyuan Jin, Vijayakumar Bhagavatula, Xiaofeng Liu |
| 2025 | Understanding Matters: Semantic-Structural Determined Visual Relocalization for Large Scenes. | Jingyi Nie, Liangliang Cai, Qichuan Geng, Zhong Zhou |
| 2025 | Harnessing Vision Models for Time Series Analysis: A Survey. | Jingchao Ni, Ziming Zhao, ChengAo Shen, Hanghang Tong, Dongjin Song, Wei Cheng, Dongsheng Luo, Haifeng Chen |
| 2025 | Beyond the Known: Decision Making with Counterfactual Reasoning Decision Transformer. | Minh Hoang Nguyen, Linh Le Pham Van, Thommen George Karimpanal, Sunil Gupta, Hung Le |
| 2025 | Robult: Leveraging Redundancy and Modality-Specific Features for Robust Multimodal Learning. | Duy A. Nguyen, Abhi Kamboj, Minh N. Do |
| 2025 | Localizing Before Answering: A Benchmark for Grounded Medical Visual Question Answering. | Dung Nguyen, Minh Khoi Ho, Huy D. Ta, Thanh Tam Nguyen, Qi Chen, Kumar Rav, Quy Duong Dang, Satwik Ramchandre, Son Lam Phung, Zhibin Liao, Minh-Son To, Johan Verjans, Phi Le Nguyen, Vu Minh Hieu Phan |
| 2025 | MolHFCNet: Enhancing Molecular Graph Representations with Hierarchical Feature Combining and Hybrid Pretraining. | Duy-Long Nguyen, Duc-Luong Ho-Viet, Anh-Thu Ngo-Tran, Quang H. Nguyen, Binh P. Nguyen |
| 2025 | Think Twice Before Adaptation: Improving Adaptability of DeepFake Detection via Online Test-Time Adaptation. | Hong-Hanh Nguyen-Le, Van-Tuan Tran, Dinh-Thuc Nguyen, Nhien-An Le-Khac |
| 2025 | Adaptive Wizard for Removing Cross-Tier Misconfigurations in Active Directory. | Huy Quang Ngo, Mingyu Guo, Hung X. Nguyen |
| 2025 | Combining MORL with Restraining Bolts to Learn Normative Behaviour. | Emery A. Neufeld, Agata Ciabattoni, Radu Florin Tulcan |
| 2025 | Responsibility Gap in Collective Decision Making. | Pavel Naumov, Jia Tao |
| 2025 | A Case for Validation Buffer in Pessimistic Actor-Critic. | Michal Nauman, Mateusz Ostaszewski, Marek Cygan |
| 2025 | Variety-Seeking Jump Games on Graphs. | Lata Narayanan, Jaroslav Opatrny, Shanmukha Tummala, Alexandros A. Voudouris |
| 2025 | Beyond the Map: Learning to Navigate Unseen Urban Dynamics Using Diffusion-Guided Deep Reinforcement Learning. | Monu Nagar, Debasis Das |
| 2025 | SepALM: Audio Language Models Are Error Correctors for Robust Speech Separation. | Zhaoxi Mu, Xinyu Yang, Gang Wang |
| 2025 | Beyond Winning Strategies: Admissible and Admissible Winning Strategies for Quantitative Reachability Games. | Karan Muvvala, Qi Heng Ho, Morteza Lahijanian |
| 2025 | Perspectives in Play: A Multi-Perspective Approach for More Inclusive NLP Systems. | Benedetta Muscato, Lucia C. Passaro, Gizem Gezici, Fosca Giannotti |
| 2025 | Federated Learning at the Forefront of Fairness: A Multifaceted Perspective. | Noorain Mukhtiar, Adnan Mahmood, Yipeng Zhou, Jian Yang, Jing Teng, Quan Z. Sheng |
| 2025 | Direct Estimation of Attenuation Information from Sinograms for Positron Emission Tomography Reconstruction. | Prabath Hetti Mudiyanselage, Ruwan B. Tennakoon, John Thangarajah, Robert Ware, Jason H. Callahan |
| 2025 | S-EPOA: Overcoming the Indistinguishability of Segments with Skill-Driven Preference-Based Reinforcement Learning. | Ni Mu, Yao Luan, Yiqin Yang, Bo Xu, Qing-Shan Jia |
| 2025 | AI4Contracts: LLM & RAG-Powered Encoding of Financial Derivative Contracts. | Maruf Ahmed Mridul, Ian Sloyan, Aparna Gupta, Oshani Seneviratne |
| 2025 | The Graph's Apprentice: Teaching an LLM Low-Level Knowledge for Circuit Quality Estimation. | Reza Moravej, Saurabh Bodhe, Zhanguang Zhang, Didier Chtelat, Dimitrios Tsaras, Yingxue Zhang, Hui-Ling Zhen, Jianye Hao, Mingxuan Yuan |
| 2025 | InnateCoder: Learning Programmatic Options with Foundation Models. | Rubens O. Moraes, Quazi Asif Sadmine, Hendrik Baier, Levi H. S. Lelis |
| 2025 | MMNet: Missing-Aware and Memory-Enhanced Network for Multivariate Time Series Imputation. | Xiaoye Miao, Han Shi, Yi Yuan, Daozhan Pan, Yangyang Wu, Xiaohua Pan |
| 2025 | Mitigating Over-Smoothing in Graph Neural Networks via Separation Coefficient-Guided Adaptive Graph Structure Adjustment. | Hanyang Meng, Jielong Yang, Li Peng |