| 2025 | O(d/T) Convergence Theory for Diffusion Probabilistic Models under Minimal Assumptions. | Gen Li, Yuling Yan |
| 2025 | CTSyn: A Foundation Model for Cross Tabular Data Generation. | Xiaofeng Lin, Chenheng Xu, Matthew Yang, Guang Cheng |
| 2025 | IDInit: A Universal and Stable Initialization Method for Neural Network Training. | Yu Pan, Chaozheng Wang, Zekai Wu, Qifan Wang, Min Zhang, Zenglin Xu |
| 2025 | LaGeM: A Large Geometry Model for 3D Representation Learning and Diffusion. | Biao Zhang, Peter Wonka |
| 2025 | Dynamic Contrastive Skill Learning with State-Transition Based Skill Clustering and Dynamic Length Adjustment. | Jinwoo Choi, Seung-Woo Seo |
| 2025 | Improved Convergence Rate for Diffusion Probabilistic Models. | Gen Li, Yuchen Jiao |
| 2025 | Robust System Identification: Finite-sample Guarantees and Connection to Regularization. | Hyuk Park, Grani A. Hanasusanto, Yingying Li |
| 2025 | Atlas Gaussians Diffusion for 3D Generation. | Haitao Yang, Yuan Dong, Hanwen Jiang, Dejia Xu, Georgios Pavlakos, Qixing Huang |
| 2025 | AIR-BENCH 2024: A Safety Benchmark based on Regulation and Policies Specified Risk Categories. | Yi Zeng, Yu Yang, Andy Zhou, Jeffrey Ziwei Tan, Yuheng Tu, Yifan Mai, Kevin Klyman, Minzhou Pan, Ruoxi Jia, Dawn Song, Percy Liang, Bo Li |
| 2025 | Investigating the Pre-Training Dynamics of In-Context Learning: Task Recognition vs. Task Learning. | Xiaolei Wang, Xinyu Tang, Junyi Li, Xin Zhao, Ji-Rong Wen |
| 2025 | MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans? | Yifan Zhang, Huanyu Zhang, Haochen Tian, Chaoyou Fu, Shuangqing Zhang, Junfei Wu, Feng Li, Kun Wang, Qingsong Wen, Zhang Zhang, Liang Wang, Rong Jin |
| 2025 | SPARTUN3D: Situated Spatial Understanding of 3D World in Large Language Model. | Yue Zhang, Zhiyang Xu, Ying Shen, Parisa Kordjamshidi, Lifu Huang |
| 2025 | SAM-CP: Marrying SAM with Composable Prompts for Versatile Segmentation. | Pengfei Chen, Lingxi Xie, Xinyue Huo, Xuehui Yu, Xiaopeng Zhang, Yingfei Sun, Zhenjun Han, Qi Tian |
| 2025 | SEMDICE: Off-policy State Entropy Maximization via Stationary Distribution Correction Estimation. | Jongmin Lee, Meiqi Sun, Pieter Abbeel |
| 2025 | Dataset Distillation via Knowledge Distillation: Towards Efficient Self-Supervised Pre-training of Deep Networks. | Siddharth Joshi, Jiayi Ni, Baharan Mirzasoleiman |
| 2025 | Multiview Equivariance Improves 3D Correspondence Understanding with Minimal Feature Finetuning. | Yang You, Yixin Li, Congyue Deng, Yue Wang, Leonidas J. Guibas |
| 2025 | DartControl: A Diffusion-Based Autoregressive Motion Model for Real-Time Text-Driven Motion Control. | Kaifeng Zhao, Gen Li, Siyu Tang |
| 2025 | MonST3R: A Simple Approach for Estimating Geometry in the Presence of Motion. | Junyi Zhang, Charles Herrmann, Junhwa Hur, Varun Jampani, Trevor Darrell, Forrester Cole, Deqing Sun, Ming-Hsuan Yang |
| 2025 | Adaptive teachers for amortized samplers. | Minsu Kim, Sanghyeok Choi, Taeyoung Yun, Emmanuel Bengio, Leo Feng, Jarrid Rector-Brooks, Sungsoo Ahn, Jinkyoo Park, Nikolay Malkin, Yoshua Bengio |
| 2025 | Centrality-guided Pre-training for Graph. | Bin Liang, Shiwei Chen, Lin Gui, Hui Wang, Yue Yu, Ruifeng Xu, Kam-Fai Wong |
| 2025 | Federated Continual Learning Goes Online: Uncertainty-Aware Memory Management for Vision Tasks and Beyond. | Giuseppe Serra, Florian Buettner |
| 2025 | Unifying Unsupervised Graph-Level Anomaly Detection and Out-of-Distribution Detection: A Benchmark. | Yili Wang, Yixin Liu, Xu Shen, Chenyu Li, Rui Miao, Kaize Ding, Ying Wang, Shirui Pan, Xin Wang |
| 2025 | Beyond Single Concept Vector: Modeling Concept Subspace in LLMs with Gaussian Distribution. | Haiyan Zhao, Heng Zhao, Bo Shen, Ali Payani, Fan Yang, Mengnan Du |
| 2025 | TidalDecode: Fast and Accurate LLM Decoding with Position Persistent Sparse Attention. | Lijie Yang, Zhihao Zhang, Zhuofu Chen, Zikun Li, Zhihao Jia |
| 2025 | Boosting Ray Search Procedure of Hard-label Attacks with Transfer-based Priors. | Chen Ma, Xinjie Xu, Shuyu Cheng, Qi Xuan |