| 2025 | A Computationally Efficient Algorithm for Infinite-Horizon Average-Reward Linear MDPs. | Kihyuk Hong, Ambuj Tewari |
| 2025 | Trajectory Inference with Smooth Schrdinger Bridges. | Wanli Hong, Yuliang Shi, Jonathan Niles-Weed |
| 2025 | CoCoA-Mix: Confusion-and-Confidence-Aware Mixture Model for Context Optimization. | Dasol Hong, Wooju Lee, Hyun Myung |
| 2025 | On the Robustness of Reward Models for Language Model Alignment. | Jiwoo Hong, Noah Lee, Eunki Kim, Guijin Son, Woojin Chung, Aman Gupta, Shao Tang, James Thorne |
| 2025 | PF3plat: Pose-Free Feed-Forward 3D Gaussian Splatting for Novel View Synthesis. | Sunghwan Hong, Jaewoo Jung, Heeseong Shin, Jisang Han, Jiaolong Yang, Chong Luo, Seungryong Kim |
| 2025 | When Data-Free Knowledge Distillation Meets Non-Transferable Teacher: Escaping Out-of-Distribution Trap is All You Need. | Ziming Hong, Runnan Chen, Zengmao Wang, Bo Han, Bo Du, Tongliang Liu |
| 2025 | PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations. | Benjamin J. Holzschuh, Qiang Liu, Georg Kohl, Nils Thuerey |
| 2025 | G-Sim: Generative Simulations with Large Language Models and Gradient-Free Calibration. | Samuel Holt, Max Ruiz Luyten, Antonin Berthon, Mihaela van der Schaar |
| 2025 | EvoControl: Multi-Frequency Bi-Level Control for High-Frequency Continuous Control. | Samuel Holt, Todor Davchev, Dhruva Tirumala, Ben Moran, Atil Iscen, Antoine Laurens, Yixin Lin, Erik Frey, Markus Wulfmeier, Francesco Romano, Nicolas Heess |
| 2025 | Open Materials Generation with Stochastic Interpolants. | Philipp Hllmer, Thomas Egg, Maya M. Martirossyan, Eric Fuemmeler, Zeren Shui, Amit Gupta, Pawan Prakash, Adrian E. Roitberg, Mingjie Liu, George Karypis, Mark K. Transtrum, Richard G. Hennig, Ellad B. Tadmor, Stefano Martiniani |
| 2025 | LEAPS: A discrete neural sampler via locally equivariant networks. | Peter Holderrieth, Michael Samuel Albergo, Tommi S. Jaakkola |
| 2025 | Stochastic Poisson Surface Reconstruction with One Solve using Geometric Gaussian Processes. | Sidhanth Holalkere, David Bindel, Silvia Selln, Alexander Terenin |
| 2025 | Uniform Mean Estimation for Heavy-Tailed Distributions via Median-of-Means. | Mikael Mller Hgsgaard, Andrea Paudice |
| 2025 | The Elicitation Game: Evaluating Capability Elicitation Techniques. | Felix Hofsttter, Teun van der Weij, Jayden Teoh, Rada Djoneva, Henning Bartsch, Francis Rhys Ward |
| 2025 | Models of Heavy-Tailed Mechanistic Universality. | Liam Hodgkinson, Zhichao Wang, Michael W. Mahoney |
| 2025 | Logits are All We Need to Adapt Closed Models. | Gaurush Hiranandani, Haolun Wu, Subhojyoti Mukherjee, Sanmi Koyejo |
| 2025 | Guided Zeroth-Order Methods for Stochastic Non-convex Problems with Decision-Dependent Distributions. | Yuya Hikima, Hiroshi Sawada, Akinori Fujino |
| 2025 | Direct Density Ratio Optimization: A Statistically Consistent Approach to Aligning Large Language Models. | Rei Higuchi, Taiji Suzuki |
| 2025 | Generalization Analysis for Supervised Contrastive Representation Learning under Non-IID Settings. | Nong Minh Hieu, Antoine Ledent |
| 2025 | Flexible Tails for Normalizing Flows. | Tennessee Hickling, Dennis Prangle |
| 2025 | RUN: Reversible Unfolding Network for Concealed Object Segmentation. | Chunming He, Rihan Zhang, Fengyang Xiao, Chengyu Fang, Longxiang Tang, Yulun Zhang, Linghe Kong, Deng-Ping Fan, Kai Li, Sina Farsiu |
| 2025 | Towards Global-level Mechanistic Interpretability: A Perspective of Modular Circuits of Large Language Models. | Yinhan He, Wendy Zheng, Yushun Dong, Yaochen Zhu, Chen Chen, Jundong Li |
| 2025 | Primphormer: Efficient Graph Transformers with Primal Representations. | Mingzhen He, Ruikai Yang, Hanling Tian, Youmei Qiu, Xiaolin Huang |
| 2025 | Chaos Meets Attention: Transformers for Large-Scale Dynamical Prediction. | Yi He, Yiming Yang, Xiaoyuan Cheng, Hai Wang, Xiao Xue, Boli Chen, Yukun Hu |
| 2025 | Revisiting Convergence: Shuffling Complexity Beyond Lipschitz Smoothness. | Qi He, Peiran Yu, Ziyi Chen, Heng Huang |