| 2025 | TCP-Diffusion: A Multi-modal Diffusion Model for Global Tropical Cyclone Precipitation Forecasting with Change Awareness. | Cheng Huang, Pan Mu, Cong Bai, Peter AG Watson |
| 2025 | Calibrated Language Models and How to Find Them with Label Smoothing. | Jerry Huang, Peng Lu, Qiuhao Zeng |
| 2025 | Offline-to-Online Reinforcement Learning with Classifier-Free Diffusion Generation. | Xiao Huang, Xu Liu, Enze Zhang, Tong Yu, Shuai Li |
| 2025 | OTTER: A Vision-Language-Action Model with Text-Aware Visual Feature Extraction. | Huang Huang, Fangchen Liu, Letian Fu, Tingfan Wu, Mustafa Mukadam, Jitendra Malik, Ken Goldberg, Pieter Abbeel |
| 2025 | Flow Matching for Denoised Social Recommendation. | Yinxuan Huang, Ke Liang, Zhuofan Dong, Xiaodong Qu, Tianxiang Wang, Yue Han, Jingao Xu, Bin Zhou, Ye Wang |
| 2025 | Can RLHF be More Efficient with Imperfect Reward Models? A Policy Coverage Perspective. | Jiawei Huang, Bingcong Li, Christoph Dann, Niao He |
| 2025 | How Transformers Learn Regular Language Recognition: A Theoretical Study on Training Dynamics and Implicit Bias. | Ruiquan Huang, Yingbin Liang, Jing Yang |
| 2025 | Automated Hypothesis Validation with Agentic Sequential Falsifications. | Kexin Huang, Ying Jin, Ryan Li, Michael Y. Li, Emmanuel J. Cands, Jure Leskovec |
| 2025 | High Probability Bound for Cross-Learning Contextual Bandits with Unknown Context Distributions. | Ruiyuan Huang, Zengfeng Huang |
| 2025 | MATH-Perturb: Benchmarking LLMs' Math Reasoning Abilities against Hard Perturbations. | Kaixuan Huang, Jiacheng Guo, Zihao Li, Xiang Ji, Jiawei Ge, Wenzhe Li, Yingqing Guo, Tianle Cai, Hui Yuan, Runzhe Wang, Yue Wu, Ming Yin, Shange Tang, Yangsibo Huang, Chi Jin, Xinyun Chen, Chiyuan Zhang, Mengdi Wang |
| 2025 | Geometric and Physical Constraints Synergistically Enhance Neural PDE Surrogates. | Yunfei Huang, David S. Greenberg |
| 2025 | X-Transfer Attacks: Towards Super Transferable Adversarial Attacks on CLIP. | Hanxun Huang, Sarah Monazam Erfani, Yige Li, Xingjun Ma, James Bailey |
| 2025 | VistaDPO: Video Hierarchical Spatial-Temporal Direct Preference Optimization for Large Video Models. | Haojian Huang, Haodong Chen, Shengqiong Wu, Meng Luo, Jinlan Fu, Xinya Du, Hanwang Zhang, Hao Fei |
| 2025 | Stochastic Layer-Wise Shuffle for Improving Vision Mamba Training. | Zizheng Huang, Haoxing Chen, Jiaqi Li, Jun Lan, Huijia Zhu, Weiqiang Wang, Limin Wang |
| 2025 | Learning Bayesian Nash Equilibrium in Auction Games via Approximate Best Response. | Kexin Huang, Ziqian Chen, Xue Wang, Chongming Gao, Jinyang Gao, Bolin Ding, Xiang Wang |
| 2025 | Is Best-of-N the Best of Them? Coverage, Scaling, and Optimality in Inference-Time Alignment. | Audrey Huang, Adam Block, Qinghua Liu, Nan Jiang, Akshay Krishnamurthy, Dylan J. Foster |
| 2025 | Antidote: Post-fine-tuning Safety Alignment for Large Language Models against Harmful Fine-tuning Attack. | Tiansheng Huang, Gautam Bhattacharya, Pratik Joshi, Joshua Kimball, Ling Liu |
| 2025 | How Expressive are Knowledge Graph Foundation Models? | Xingyue Huang, Pablo Barcel, Michael M. Bronstein, Ismail Ilkan Ceylan, Mikhail Galkin, Juan L. Reutter, Miguel A. Romero Orth |
| 2025 | Determining Layer-wise Sparsity for Large Language Models Through a Theoretical Perspective. | Weizhong Huang, Yuxin Zhang, Xiawu Zheng, Fei Chao, Rongrong Ji |
| 2025 | GS-Bias: Global-Spatial Bias Learner for Single-Image Test-Time Adaptation of Vision-Language Models. | Zhaohong Huang, Yuxin Zhang, Jingjing Xie, Fei Chao, Rongrong Ji |
| 2025 | 3D-LMVIC: Learning-based Multi-View Image Compression with 3D Gaussian Geometric Priors. | Yujun Huang, Bin Chen, Niu Lian, Xin Wang, Baoyi An, Tao Dai, Shu-Tao Xia |
| 2025 | Code-Generated Graph Representations Using Multiple LLM Agents for Material Properties Prediction. | Jiao Huang, Qianli Xing, Jinglong Ji, Bo Yang |
| 2025 | Diagonal Symmetrization of Neural Network Solvers for the Many-Electron Schrdinger Equation. | Kevin Han Huang, Ni Zhan, Elif Ertekin, Peter Orbanz, Ryan P. Adams |
| 2025 | Differential Coding for Training-Free ANN-to-SNN Conversion. | Zihan Huang, Wei Fang, Tong Bu, Peng Xue, Zecheng Hao, Wenxuan Liu, Yuanhong Tang, Zhaofei Yu, Tiejun Huang |
| 2025 | Fourier Position Embedding: Enhancing Attention's Periodic Extension for Length Generalization. | Ermo Hua, Che Jiang, Xingtai Lv, Kaiyan Zhang, Youbang Sun, Yuchen Fan, Xuekai Zhu, Biqing Qi, Ning Ding, Bowen Zhou |