| 2025 | AAAI | Point Cloud Semantic Segmentation with Sparse and Inhomogeneous Annotations. | Zhiyi Pan, Nan Zhang, Wei Gao, Shan Liu, Ge Li |
| 2024 | AAAI | Less Is More: Label Recommendation for Weakly Supervised Point Cloud Semantic Segmentation. | Zhiyi Pan, Nan Zhang, Wei Gao, Shan Liu, Ge Li |
| 2024 | MICCAI | Perspective+ Unet: Enhancing Segmentation with Bi-Path Fusion and Efficient Non-Local Attention for Superior Receptive Fields. | Jintong Hu, Siyan Chen, Zhiyi Pan, Sen Zeng, Wenming Yang |
| 2023 | CVPR | Improving Graph Representation for Point Cloud Segmentation via Attentive Filtering. | Nan Zhang, Zhiyi Pan, Thomas H. Li, Wei Gao, Ge Li |
| 2021 | ICCV | Scribble-Supervised Semantic Segmentation by Uncertainty Reduction on Neural Representation and Self-Supervision on Neural Eigenspace. | Zhiyi Pan, Peng Jiang, Yunhai Wang, Changhe Tu, Anthony G. Cohn |
| 2020 | ACCV | Bi-Directional Attention for Joint Instance and Semantic Segmentation in Point Clouds. | Guangnan Wu, Zhiyi Pan, Peng Jiang, Changhe Tu |
| 2008 | CSCWD | A novel concurrent design process planning method and application. | Zhiyi Pan, Yingguang Li, Xiang Huang |
| 2008 | CSCWD | A multi-agent-based semantic collaboration framework for aircraft tooling design and application. | Ruijie Yan, Yingguang Li, Zhiyi Pan, Wenhe Liao |
| 2007 | CSCWD | Research on the Collaborative Design Technology for Airplane Tooling. | Yingguang Li, Zhiyi Pan, Ruijie Yan, Wenhe Liao |