| 2025 | DeepCrossAttention: Supercharging Transformer Residual Connections. | Mike Heddes, Adel Javanmard, Kyriakos Axiotis, Gang Fu, MohammadHossein Bateni, Vahab Mirrokni |
| 2025 | ZipAR: Parallel Autoregressive Image Generation through Spatial Locality. | Yefei He, Feng Chen, Yuanyu He, Shaoxuan He, Hong Zhou, Kaipeng Zhang, Bohan Zhuang |
| 2025 | Random Policy Evaluation Uncovers Policies of Generative Flow Networks. | Haoran He, Emmanuel Bengio, Qingpeng Cai, Ling Pan |
| 2025 | Semantic Shift Estimation via Dual-Projection and Classifier Reconstruction for Exemplar-Free Class-Incremental Learning. | Run He, Di Fang, Yicheng Xu, Yawen Cui, Ming Li, Cen Chen, Ziqian Zeng, Huiping Zhuang |
| 2025 | Learning Time-Aware Causal Representation for Model Generalization in Evolving Domains. | Zhuo He, Shuang Li, Wenze Song, Longhui Yuan, Jian Liang, Han Li, Kun Gai |
| 2025 | SPMC: Self-Purifying Federated Backdoor Defense via Margin Contribution. | Wenwen He, Wenke Huang, Bin Yang, Shukan Liu, Mang Ye |
| 2025 | Goal-Oriented Skill Abstraction for Offline Multi-Task Reinforcement Learning. | Jinmin He, Kai Li, Yifan Zang, Haobo Fu, Qiang Fu, Junliang Xing, Jian Cheng |
| 2025 | Position: AI Safety should prioritize the Future of Work. | Sanchaita Hazra, Bodhisattwa Prasad Majumder, Tuhin Chakrabarty |
| 2025 | Double Machine Learning for Causal Inference under Shared-State Interference. | Chris Hays, Manish Raghavan |
| 2025 | Generative Data Mining with Longtail-Guided Diffusion. | David S. Hayden, Mao Ye, Timur Garipov, Gregory P. Meyer, Carl Vondrick, Zhao Chen, Yuning Chai, Eric M. Wolff, Siddhartha S. Srinivasa |
| 2025 | Distillation of Discrete Diffusion through Dimensional Correlations. | Satoshi Hayakawa, Yuhta Takida, Masaaki Imaizumi, Hiromi Wakaki, Yuki Mitsufuji |
| 2025 | Wasserstein Flow Matching: Generative Modeling Over Families of Distributions. | Doron Haviv, Aram-Alexandre Pooladian, Dana Pe'er, Brandon Amos |
| 2025 | Adjoint Sampling: Highly Scalable Diffusion Samplers via Adjoint Matching. | Aaron J. Havens, Benjamin Kurt Miller, Bing Yan, Carles Domingo-Enrich, Anuroop Sriram, Daniel S. Levine, Brandon M. Wood, Bin Hu, Brandon Amos, Brian Karrer, Xiang Fu, Guan-Horng Liu, Ricky T. Q. Chen |
| 2025 | Position: AI Should Not Be An Imitation Game: Centaur Evaluations. | Andreas Haupt, Erik Brynjolfsson |
| 2025 | Optimal Decision Tree Pruning Revisited: Algorithms and Complexity. | Juha Harviainen, Frank Sommer, Manuel Sorge, Stefan Szeider |
| 2025 | Controlling Neural Collapse Enhances Out-of-Distribution Detection and Transfer Learning. | Md Yousuf Harun, Jhair Gallardo, Christopher Kanan |
| 2025 | Position: We Need Responsible, Application-Driven (RAD) AI Research. | Sarah Hartman, Cheng Soon Ong, Julia Powles, Petra Kuhnert |
| 2025 | Faster and Stronger: When ANN-SNN Conversion Meets Parallel Spiking Calculation. | Zecheng Hao, Qichao Ma, Kang Chen, Yi Zhang, Zhaofei Yu, Tiejun Huang |
| 2025 | SafeMap: Robust HD Map Construction from Incomplete Observations. | Xiaoshuai Hao, Lingdong Kong, Rong Yin, Pengwei Wang, Jing Zhang, Yunfeng Diao, Shu Zhao |
| 2025 | Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark. | Yunzhuo Hao, Jiawei Gu, Huichen Will Wang, Linjie Li, Zhengyuan Yang, Lijuan Wang, Yu Cheng |
| 2025 | Unveiling AI's Blind Spots: An Oracle for In-Domain, Out-of-Domain, and Adversarial Errors. | Shuangpeng Han, Mengmi Zhang |
| 2025 | Heads up! Large Language Models Can Perform Tasks Without Your Instruction via Selective Attention Head Masking. | Senyu Han, Hongchuan Zeng, Kai Yu, Lu Chen |
| 2025 | Adaptive Median Smoothing: Adversarial Defense for Unlearned Text-to-Image Diffusion Models at Inference Time. | Xiaoxuan Han, Songlin Yang, Wei Wang, Yang Li, Jing Dong |
| 2025 | MoRAgent: Parameter Efficient Agent Tuning with Mixture-of-Roles. | Jing Han, Binwei Yan, Tianyu Guo, Zheyuan Bai, Mengyu Zheng, Hanting Chen, Ying Nie |
| 2025 | Flex3D: Feed-Forward 3D Generation with Flexible Reconstruction Model and Input View Curation. | Junlin Han, Jianyuan Wang, Andrea Vedaldi, Philip Torr, Filippos Kokkinos |