| 2026 | AAAI | SigFusion: Unified Signal-Level Self-Supervised Learning Paradigm for Image Fusion. | Zeyu Wang, Jiawei Feng, Jiayu Wang, Pengjie Wang, Haiyu Song |
| 2026 | AAAI | Breaking Task Boundaries: A Unified Model for 3D Medical Image Fusion and Segmentation Guided by Manifold Perspective. | Zeyu Wang, Jiayu Wang, Haiyu Song |
| 2025 | ICASSP | Multi-Modal Medical Image Fusion via 3D Manifold Fitting and Dual-Domain Cross-Attention. | Zeyu Wang, Jiayu Wang, Haiyu Song, Jiawei Feng, Haoran Duan |
| 2025 | ICCV | Highlight What You Want: Weakly-Supervised Instance-Level Controllable Infrared-Visible Image Fusion. | Zeyu Wang, Jizheng Zhang, Haiyu Song, Mingyu Ge, Jiayu Wang, Haoran Duan |
| 2025 | MICCAI | Multi-tracer Uptake Correction for PET-MR via Aligned-Feature Guidance and Multi-scale Pixel-Adaptive Routing. | Aocheng Zhong, Haolin Huang, Jing Wang, Zhenrong Shen, Haiyu Song, Junlei Wu, Yuhua Zhu, Yang Liu, Chuantao Zuo, Qian Wang |
| 2021 | IJCNN | Author Name Disambiguation Using Multiple Graph Attention Networks. | Zhiqiang Zhang, Chunqi Wu, Zhao Li, Juanjuan Peng, Haiyan Wu, Haiyu Song, Shengchun Deng, Biao Wang |
| 2012 | ICARCV | Networked multi-sensor fusion estimation with delays, packet losses and missing measurements. | Bo Chen, Li Yu, Wen-An Zhang, Haiyu Song |