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| 2025 | OS-ATLAS: Foundation Action Model for Generalist GUI Agents. | Zhiyong Wu, Zhenyu Wu, Fangzhi Xu, Yian Wang, Qiushi Sun, Chengyou Jia, Kanzhi Cheng, Zichen Ding, Liheng Chen, Paul Pu Liang, Yu Qiao |
| 2025 | SafeDiffuser: Safe Planning with Diffusion Probabilistic Models. | Wei Xiao, Tsun-Hsuan Wang, Chuang Gan, Ramin M. Hasani, Mathias Lechner, Daniela Rus |
| 2025 | SVG: 3D Stereoscopic Video Generation via Denoising Frame Matrix. | Peng Dai, Feitong Tan, Qiangeng Xu, David Futschik, Ruofei Du, Sean Fanello, Xiaojuan Qi, Yinda Zhang |
| 2025 | NeSyC: A Neuro-symbolic Continual Learner For Complex Embodied Tasks in Open Domains. | Wonje Choi, Jinwoo Park, Sanghyun Ahn, Daehee Lee, Honguk Woo |
| 2025 | Learning Color Equivariant Representations. | Yulong Yang, Felix O'Mahony, Christine Allen-Blanchette |
| 2025 | Context-Alignment: Activating and Enhancing LLMs Capabilities in Time Series. | Yuxiao Hu, Qian Li, Dongxiao Zhang, Jinyue Yan, Yuntian Chen |
| 2025 | Rotated Runtime Smooth: Training-Free Activation Smoother for accurate INT4 inference. | Ke Yi, Zengke Liu, Jianwei Zhang, Chengyuan Li, Tong Zhang, Junyang Lin, Jingren Zhou |
| 2025 | Hallo2: Long-Duration and High-Resolution Audio-Driven Portrait Image Animation. | Jiahao Cui, Hui Li, Yao Yao, Hao Zhu, Hanlin Shang, Kaihui Cheng, Hang Zhou, Siyu Zhu, Jingdong Wang |
| 2025 | Re-Imagining Multimodal Instruction Tuning: A Representation View. | Yiyang Liu, James Chenhao Liang, Ruixiang Tang, Yugyung Lee, Majid Rabbani, Sohail A. Dianat, Raghuveer Rao, Lifu Huang, Dongfang Liu, Qifan Wang, Cheng Han |
| 2025 | Fragment and Geometry Aware Tokenization of Molecules for Structure-Based Drug Design Using Language Models. | Cong Fu, Xiner Li, Blake Olson, Heng Ji, Shuiwang Ji |
| 2025 | BANGS: Game-theoretic Node Selection for Graph Self-Training. | Fangxin Wang, Kay Liu, Sourav Medya, Philip S. Yu |
| 2025 | Interactive Adjustment for Human Trajectory Prediction with Individual Feedback. | Jianhua Sun, Yuxuan Li, Liang Chai, Cewu Lu |
| 2025 | Unleashing the Potential of Vision-Language Pre-Training for 3D Zero-Shot Lesion Segmentation via Mask-Attribute Alignment. | Yankai Jiang, Wenhui Lei, Xiaofan Zhang, Shaoting Zhang |
| 2025 | Differentiable Rule Induction from Raw Sequence Inputs. | Kun Gao, Katsumi Inoue, Yongzhi Cao, Hanpin Wang, Yang Feng |
| 2025 | Bad-PFL: Exploiting Backdoor Attacks against Personalized Federated Learning. | Mingyuan Fan, Zhanyi Hu, Fuyi Wang, Cen Chen |
| 2025 | Surgical, Cheap, and Flexible: Mitigating False Refusal in Language Models via Single Vector Ablation. | Xinpeng Wang, Chengzhi Hu, Paul Rttger, Barbara Plank |
| 2025 | A Decade's Battle on Dataset Bias: Are We There Yet? | Zhuang Liu, Kaiming He |
| 2025 | GS-LiDAR: Generating Realistic LiDAR Point Clouds with Panoramic Gaussian Splatting. | Junzhe Jiang, Chun Gu, Yurui Chen, Li Zhang |
| 2025 | Temporal Heterogeneous Graph Generation with Privacy, Utility, and Efficiency. | Xinyu He, Dongqi Fu, Hanghang Tong, Ross Maciejewski, Jingrui He |
| 2025 | ParFam - (Neural Guided) Symbolic Regression via Continuous Global Optimization. | Philipp Scholl, Katharina Bieker, Hillary Hauger, Gitta Kutyniok |
| 2025 | Generalization v.s. Memorization: Tracing Language Models' Capabilities Back to Pretraining Data. | Xinyi Wang, Antonis Antoniades, Yanai Elazar, Alfonso Amayuelas, Alon Albalak, Kexun Zhang, William Yang Wang |
| 2025 | Searching for Optimal Solutions with LLMs via Bayesian Optimization. | Dhruv Agarwal, Manoj Ghuhan Arivazhagan, Rajarshi Das, Sandesh Swamy, Sopan Khosla, Rashmi Gangadharaiah |
| 2025 | Semi-Parametric Retrieval via Binary Bag-of-Tokens Index. | Jiawei Zhou, Li Dong, Furu Wei, Lei Chen |
| 2025 | Unlocking Efficient, Scalable, and Continual Knowledge Editing with Basis-Level Representation Fine-Tuning. | Tianci Liu, Ruirui Li, Yunzhe Qi, Hui Liu, Xianfeng Tang, Tianqi Zheng, Qingyu Yin, Monica Xiao Cheng, Jun Huan, Haoyu Wang, Jing Gao |