| 2025 | AAAI | CA-MLIF: Cross-Attention and Multimodal Low-Rank Interaction Fusion Framework for Tumor Prognostic Prediction. | Yajun An, Jiale Chen, Huan Lin, Zhenbing Liu, Siyang Feng, Hualong Zhang, Rushi Lan, Zaiyi Liu, Xipeng Pan |
| 2025 | AAAI | Weakly Supervised Gland Segmentation with Class Semantic Consistency and Purified Labels Filtration. | Siyang Feng, Huadeng Wang, Chu Han, Zhenbing Liu, Hualong Zhang, Rushi Lan, Xipeng Pan |
| 2025 | MICCAI | Edge-Semantic Synergy Fusion and Adaptive Noise-Aware for Weakly Supervised Pathological Tissue Segmentation. | Hualong Zhang, Siyang Feng, Zihan Huan, Huadeng Wang, Zhenbing Liu, Rushi Lan, Xipeng Pan |
| 2024 | ICASSP | EOFD-Net: Edge Optimization and Feature Denoising for Weakly Supervised Deep Nuclei Segmentation with Point Annotations. | Xipeng Pan, Feihu Hou, Zhenbing Liu, Siyang Feng, Rushi Lan |
| 2024 | ICASSP | Gland Segmentation Via Dual Encoders and Boundary-Enhanced Attention. | Huadeng Wang, Jiejiang Yu, Bingbing Li, Xipeng Pan, Zhenbing Liu, Rushi Lan, Xiaonan Luo |
| 2024 | MICCAI | Mining Gold from the Sand: Weakly Supervised Histological Tissue Segmentation with Activation Relocalization and Mutual Learning. | Siyang Feng, Jiale Chen, Zhenbing Liu, Wentao Liu, Zimin Wang, Rushi Lan, Xipeng Pan |
| 2024 | MICCAI | PG-MLIF: Multimodal Low-Rank Interaction Fusion Framework Integrating Pathological Images and Genomic Data for Cancer Prognosis Prediction. | Xipeng Pan, Yajun An, Rushi Lan, Zhenbing Liu, Zaiyi Liu, Cheng Lu, Huihua Yang |
| 2022 | ICASSP | Multiscale Attention Aggregation Network for 2D Vessel Segmentation. | Wentao Liu, Huihua Yang, Tong Tian, Xipeng Pan, Weijin Xu |
| 2022 | MICCAI | PHTrans: Parallelly Aggregating Global and Local Representations for Medical Image Segmentation. | Wentao Liu, Tong Tian, Weijin Xu, Huihua Yang, Xipeng Pan, Songlin Yan, Lemeng Wang |