| 2025 | Lightspeed Geometric Dataset Distance via Sliced Optimal Transport. | Khai Nguyen, Hai Nguyen, Tuan Pham, Nhat Ho |
| 2025 | Provably Improving Generalization of Few-shot models with Synthetic Data. | Lan-Cuong Nguyen, Quan Nguyen-Tri, Bang Tran Khanh, Dung D. Le, Long Tran-Thanh, Khoat Than |
| 2025 | Lean and Mean Adaptive Optimization via Subset-Norm and Subspace-Momentum with Convergence Guarantees. | Thien Hang Nguyen, Huy L. Nguyen |
| 2025 | Layer-wise Quantization for Quantized Optimistic Dual Averaging. | Anh Duc Nguyen, Ilia Markov, Frank Zhengqing Wu, Ali Ramezani-Kebrya, Kimon Antonakopoulos, Dan Alistarh, Volkan Cevher |
| 2025 | Beyond Minimax Rates in Group Distributionally Robust Optimization via a Novel Notion of Sparsity. | Quan M. Nguyen, Nishant A. Mehta, Cristbal Guzmn |
| 2025 | Synthetic Text Generation for Training Large Language Models via Gradient Matching. | Dang Nguyen, Zeman Li, MohammadHossein Bateni, Vahab Mirrokni, Meisam Razaviyayn, Baharan Mirzasoleiman |
| 2025 | Explicit Exploration for High-Welfare Equilibria in Game-Theoretic Multiagent Reinforcement Learning. | Austin A. Nguyen, Anri Gu, Michael P. Wellman |
| 2025 | Time to Spike? Understanding the Representational Power of Spiking Neural Networks in Discrete Time. | Duc Anh Nguyen, Ernesto Araya, Adalbert Fono, Gitta Kutyniok |
| 2025 | Policy-Regret Minimization in Markov Games with Function Approximation. | Thanh Nguyen-Tang, Raman Arora |
| 2025 | Multi-band Frequency Reconstruction for Neural Psychoacoustic Coding. | Dianwen Ng, Kun Zhou, Yi-Wen Chao, Zhiwei Xiong, Bin Ma, Engsiong Chng |
| 2025 | A General Representation-Based Approach to Multi-Source Domain Adaptation. | Ignavier Ng, Yan Li, Zijian Li, Yujia Zheng, Guangyi Chen, Kun Zhang |
| 2025 | TabSDS: a Lightweight, Fully Non-Parametric, and Model Free Approach for Generating Synthetic Tabular Data. | Elias Chaibub Neto |
| 2025 | Optimistic Algorithms for Adaptive Estimation of the Average Treatment Effect. | Ojash Neopane, Aaditya Ramdas, Aarti Singh |
| 2025 | Identifying Neural Dynamics Using Interventional State Space Models. | Amin Nejatbakhsh, Yixin Wang |
| 2025 | WILTing Trees: Interpreting the Distance Between MPNN Embeddings. | Masahiro Negishi, Thomas Grtner, Pascal Welke |
| 2025 | AirCast: Improving Air Pollution Forecasting Through Multi-Variable Data Alignment. | Vishal Nedungadi, Muhammad Akhtar Munir, Marc Ruwurm, Ron Sarafian, Ioannis N. Athanasiadis, Yinon Rudich, Fahad Shahbaz Khan, Salman Khan |
| 2025 | UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction. | Shravan Nayak, Xiangru Jian, Kevin Qinghong Lin, Juan A. Rodrguez, Montek Kalsi, Nicolas Chapados, M. Tamer zsu, Aishwarya Agrawal, David Vzquez, Christopher Pal, Perouz Taslakian, Spandana Gella, Sai Rajeswar |
| 2025 | A Sub-Problem Quantum Alternating Operator Ansatz for Correlation Clustering. | Lucas Fabian Naumann, Jannik Irmai, Bjoern Andres |
| 2025 | Kernel Quantile Embeddings and Associated Probability Metrics. | Masha Naslidnyk, Siu Lun Chau, Franois-Xavier Briol, Krikamol Muandet |
| 2025 | Unified Screening for Multiple Diseases. | Yigit Narter, Alihan Hyk, Mihaela van der Schaar, Cem Tekin |
| 2025 | nit Scaling: Simple and Scalable FP8 LLM Training. | Saaketh Narayan, Abhay Gupta, Mansheej Paul, Davis W. Blalock |
| 2025 | Cost-efficient Collaboration between On-device and Cloud Language Models. | Avanika Narayan, Dan Biderman, Sabri Eyuboglu, Avner May, Scott W. Linderman, James Zou, Christopher R |
| 2025 | Theoretical Performance Guarantees for Partial Domain Adaptation via Partial Optimal Transport. | Jayadev Naram, Fredrik Hellstrm, Ziming Wang, Rebecka Jrnsten, Giuseppe Durisi |
| 2025 | Position: Solve Layerwise Linear Models First to Understand Neural Dynamical Phenomena (Neural Collapse, Emergence, Lazy/Rich Regime, and Grokking). | Yoonsoo Nam, Seok Hyeong Lee, Clmentine Carla Juliette Domin, Yeachan Park, Charles London, Wonyl Choi, Niclas Alexander Gring, Seungjai Lee |
| 2025 | Off-Policy Actor-Critic for Adversarial Observation Robustness: Virtual Alternative Training via Symmetric Policy Evaluation. | Kosuke Nakanishi, Akihiro Kubo, Yuji Yasui, Shin Ishii |