| 2025 | AAAI | Through the Dual-Prism: A Spectral Perspective on Graph Data Augmentation for Graph Classifications. | Yutong Xia, Runpeng Yu, Yuxuan Liang, Xavier Bresson, Xinchao Wang, Roger Zimmermann |
| 2025 | ACL | CoT-Valve: Length-Compressible Chain-of-Thought Tuning. | Xinyin Ma, Guangnian Wan, Runpeng Yu, Gongfan Fang, Xinchao Wang |
| 2025 | CVPR | Diffusion Model is Effectively Its Own Teacher. | Xinyin Ma, Runpeng Yu, Songhua Liu, Gongfan Fang, Xinchao Wang |
| 2025 | ICCV | Towards Performance Consistency in Multi-Level Model Collaboration. | Qi Li, Runpeng Yu, Xinchao Wang |
| 2025 | ICCV | Auto-Controlled Image Perception in MLLMs via Visual Perception Tokens. | Runpeng Yu, Xinyin Ma, Xinchao Wang |
| 2025 | ICLR | HG-Adapter: Improving Pre-Trained Heterogeneous Graph Neural Networks with Dual Adapters. | Yujie Mo, Runpeng Yu, Xiaofeng Zhu, Xinchao Wang |
| 2025 | ICLR | Neural Phylogeny: Fine-Tuning Relationship Detection among Neural Networks. | Runpeng Yu, Xinchao Wang |
| 2024 | CVPR | Neural Lineage. | Runpeng Yu, Xinchao Wang |
| 2024 | ECCV | Encapsulating Knowledge in One Prompt. | Qi Li, Runpeng Yu, Xinchao Wang |
| 2024 | ECCV | Attention Prompting on Image for Large Vision-Language Models. | Runpeng Yu, Weihao Yu, Xinchao Wang |
| 2023 | CVPR | Slimmable Dataset Condensation. | Songhua Liu, Jingwen Ye, Runpeng Yu, Xinchao Wang |
| 2023 | CVPR | Distribution Shift Inversion for Out-of-Distribution Prediction. | Runpeng Yu, Songhua Liu, Xingyi Yang, Xinchao Wang |
| 2023 | GLOBECOM | Robust Deep Joint Source Channel Coding with Time-Varying Noise. | Weida Wang, Xinchun Yu, Xinyi Tong, Runpeng Yu, Xiao-Ping Zhang, Shao-Lun Huang |
| 2022 | AAAI | Regularization Penalty Optimization for Addressing Data Quality Variance in OoD Algorithms. | Runpeng Yu, Hong Zhu, Kaican Li, Lanqing Hong, Rui Zhang, Nanyang Ye, Shao-Lun Huang, Xiuqiang He |
| 2022 | CVPR | OoD-Bench: Quantifying and Understanding Two Dimensions of Out-of-Distribution Generalization. | Nanyang Ye, Kaican Li, Haoyue Bai, Runpeng Yu, Lanqing Hong, Fengwei Zhou, Zhenguo Li, Jun Zhu |