| 2025 | Explanatory Instructions: Towards Unified Vision Tasks Understanding and Zero-shot Generalization. | Yang Shen, Xiu-Shen Wei, Yifan Sun, Yuxin Song, Tao Yuan, Jian Jin, He-Yang Xu, Yazhou Yao, Errui Ding |
| 2025 | ResKoopNet: Learning Koopman Representations for Complex Dynamics with Spectral Residuals. | Yuanchao Xu, Kaidi Shao, Nikos K. Logothetis, Zhongwei Shen |
| 2025 | Beyond Confidence: Exploiting Homogeneous Pattern for Semi-Supervised Semantic Segmentation. | Rui Sun, Huayu Mai, Wangkai Li, Yujia Chen, Naisong Luo, Yuan Wang, Tianzhu Zhang |
| 2025 | Safe Delta: Consistently Preserving Safety when Fine-Tuning LLMs on Diverse Datasets. | Ning Lu, Shengcai Liu, Jiahao Wu, Weiyu Chen, Zhirui Zhang, Yew-Soon Ong, Qi Wang, Ke Tang |
| 2025 | Federated Node-Level Clustering Network with Cross-Subgraph Link Mending. | Jingxin Liu, Renda Han, Wenxuan Tu, Haotian Wang, Junlong Wu, Jieren Cheng |
| 2025 | Wolfpack Adversarial Attack for Robust Multi-Agent Reinforcement Learning. | Sunwoo Lee, Jaebak Hwang, Yonghyeon Jo, Seungyul Han |
| 2025 | The Price of Freedom: Exploring Expressivity and Runtime Tradeoffs in Equivariant Tensor Products. | Yuqing Xie, Ameya Daigavane, Mit Kotak, Tess E. Smidt |
| 2025 | Commute Graph Neural Networks. | Wei Zhuo, Han Yu, Guang Tan, Xiaoxiao Li |
| 2025 | Haste Makes Waste: A Simple Approach for Scaling Graph Neural Networks. | Rui Xue, Tong Zhao, Neil Shah, Xiaorui Liu |
| 2025 | EffiCoder: Enhancing Code Generation in Large Language Models through Efficiency-Aware Fine-tuning. | Dong Huang, Guangtao Zeng, Jianbo Dai, Meng Luo, Han Weng, Yuhao Qing, Heming Cui, Zhijiang Guo, Jie Zhang |
| 2025 | Learning Smooth and Expressive Interatomic Potentials for Physical Property Prediction. | Xiang Fu, Brandon M. Wood, Luis Barroso-Luque, Daniel S. Levine, Meng Gao, Misko Dzamba, C. Lawrence Zitnick |
| 2025 | Position: The Future of Bayesian Prediction Is Prior-Fitted. | Samuel Mller, Arik Reuter, Noah Hollmann, David Rgamer, Frank Hutter |
| 2025 | Enhancing the Influence of Labels on Unlabeled Nodes in Graph Convolutional Networks. | Jincheng Huang, Yujie Mo, Xiaoshuang Shi, Lei Feng, Xiaofeng Zhu |
| 2025 | MemFreezing: A Novel Adversarial Attack on Temporal Graph Neural Networks under Limited Future Knowledge. | Yue Dai, Liang Liu, Xulong Tang, Youtao Zhang, Jun Yang |
| 2025 | Parametric Scaling Law of Tuning Bias in Conformal Prediction. | Hao Zeng, Kangdao Liu, Bingyi Jing, Hongxin Wei |
| 2025 | Provable Efficiency of Guidance in Diffusion Models for General Data Distribution. | Gen Li, Yuchen Jiao |
| 2025 | Reidentify: Context-Aware Identity Generation for Contextual Multi-Agent Reinforcement Learning. | Zhiwei Xu, Kun Hu, Xin Xin, Weiliang Meng, Yiwei Shi, Hangyu Mao, Bin Zhang, Dapeng Li, Jiangjin Yin |
| 2025 | GEFA: A General Feature Attribution Framework Using Proxy Gradient Estimation. | Yi Cai, Thibaud Ardoin, Gerhard Wunder |
| 2025 | FSTLLM: Spatio-Temporal LLM for Few Shot Time Series Forecasting. | Yue Jiang, Yile Chen, Xiucheng Li, Qin Chao, Shuai Liu, Gao Cong |
| 2025 | Tilted Sharpness-Aware Minimization. | Tian Li, Tianyi Zhou, Jeff A. Bilmes |
| 2025 | Bayesian Active Learning for Bivariate Causal Discovery. | Yuxuan Wang, Mingzhou Liu, Xinwei Sun, Wei Wang, Yizhou Wang |
| 2025 | Sparse Spectral Training and Inference on Euclidean and Hyperbolic Neural Networks. | Jialin Zhao, Yingtao Zhang, Xinghang Li, Huaping Liu, Carlo Vittorio Cannistraci |
| 2025 | Pivoting Factorization: A Compact Meta Low-Rank Representation of Sparsity for Efficient Inference in Large Language Models. | Jialin Zhao, Yingtao Zhang, Carlo Vittorio Cannistraci |
| 2025 | MM-RLHF: The Next Step Forward in Multimodal LLM Alignment. | Yifan Zhang, Tao Yu, Haochen Tian, Chaoyou Fu, Peiyan Li, Jianshu Zeng, Wulin Xie, Yang Shi, Huanyu Zhang, Junkang Wu, Xue Wang, Yibo Hu, Bin Wen, Tingting Gao, Zhang Zhang, Fan Yang, Di Zhang, Liang Wang, Rong Jin |
| 2025 | Scaling Value Iteration Networks to 5000 Layers for Extreme Long-Term Planning. | Yuhui Wang, Qingyuan Wu, Dylan R. Ashley, Francesco Faccio, Weida Li, Chao Huang, Jrgen Schmidhuber |