| 2026 | WACV | Integrating Multi-scale and Multi-filtration Topological Features for Medical Image Classification | Pengfei Gu, Huimin Li, Haoteng Tang, Dongkuan Xu, Erik Enriquez, DongChul Kim, Bin Fu, Danny Z. Chen |
| 2025 | CBMS | Topo-VM-UNetV2: Encoding Topology Into Vision Mamba UNet for Polyp Segmentation. | Diego Adame, Jose Angel Nuez, Fabian Vazquez, Nayeli Gurrola, Huimin Li, Haoteng Tang, Bin Fu, Pengfei Gu |
| 2025 | CBMS | Adapting a Segmentation Foundation Model for Medical Image Classification. | Pengfei Gu, Haoteng Tang, Islam Akef Ebeid, Jose Angel Nuez, Fabian Vazquez, Diego Adame, Marcus Zhan, Huimin Li, Bin Fu, Danny Z. Chen |
| 2025 | ICDM | Who Matters More in Radiology Report Generation: Vision Encoders or Language Models? | Kun Zhao, Yang Du, Rhianna Zhang, Liang Zhan, Dongkuan Xu, Pengfei Gu, Haoteng Tang |
| 2025 | WACV | Sli2Vol+: Segmenting 3D Medical Images Based on an Object Estimation Guided Correspondence Flow Network. | Delin An, Pengfei Gu, Milan Sonka, Chaoli Wang, Danny Z. Chen |
| 2024 | ICASSP | Gradient Reactivation Enhanced Causal Attention for Out-Of-Distribution Generalizable Graph Classification. | Xu Wang, Pengfei Gu, Yudong Zhang, Binwu Wang, Pengkun Wang, Yang Wang |
| 2024 | MICCAI | IHCSurv: Effective Immunohistochemistry Priors for Cancer Survival Analysis in Gigapixel Multi-stain Whole Slide Images. | Yejia Zhang, Hanqing Chao, Zhongwei Qiu, Wenbin Liu, Yixuan Shen, Nishchal Sapkota, Pengfei Gu, Danny Z. Chen, Le Lu, Ke Yan, Dakai Jin, Yun Bian, Hui Jiang |
| 2023 | ICLR | Searching Lottery Tickets in Graph Neural Networks: A Dual Perspective. | Kun Wang, Yuxuan Liang, Pengkun Wang, Xu Wang, Pengfei Gu, Junfeng Fang, Yang Wang |
| 2023 | MICCAI | SwIPE: Efficient and Robust Medical Image Segmentation with Implicit Patch Embeddings. | Yejia Zhang, Pengfei Gu, Nishchal Sapkota, Danny Z. Chen |
| 2022 | IROS | Real-Time Visual Inertial Odometry with a Resource-Efficient Harris Corner Detection Accelerator on FPGA Platform. | Pengfei Gu, Ziyang Meng, Pengkun Zhou |
| 2021 | MICCAI | kCBAC-Net: Deeply Supervised Complete Bipartite Networks with Asymmetric Convolutions for Medical Image Segmentation. | Pengfei Gu, Hao Zheng, Yizhe Zhang, Chaoli Wang, Danny Z. Chen |
| 2020 | AAIM | Polyhedral Circuits and Their Applications. | Bin Fu, Pengfei Gu, Yuming Zhao |
| 2020 | CBMS | InTracker: An Integrated Detector-Tracker Framework for Cell Detection and Tracking. | Peixian Liang, Jianxu Chen, Yizhe Zhang, Hongxiao Wang, Hao Zheng, Pengfei Gu, Danny Ziyi Chen |
| 2020 | COCOON | Approximate Set Union via Approximate Randomization. | Bin Fu, Pengfei Gu, Yuming Zhao |