| 2025 | CVPR | STiL: Semi-supervised Tabular-Image Learning for Comprehensive Task-Relevant Information Exploration in Multimodal Classification. | Siyi Du, Xinzhe Luo, Declan P. O'Regan, Chen Qin |
| 2025 | IROS | L2Calib: SE (3)-Manifold Reinforcement Learning for Robust Extrinsic Calibration with Degenerate Motion Resilience. | Baorun Li, Chengrui Zhu, Siyi Du, Bingran Chen, Jie Ren, Wenfei Wang, Yong Liu, Jiajun Lv |
| 2024 | ECCV | TIP: Tabular-Image Pre-training for Multimodal Classification with Incomplete Data. | Siyi Du, Shaoming Zheng, Yinsong Wang, Wenjia Bai, Declan P. O'Regan, Chen Qin |
| 2023 | MICCAI | Continual-GEN: Continual Group Ensembling for Domain-agnostic Skin Lesion Classification. | Nourhan Bayasi, Siyi Du, Ghassan Hamarneh, Rafeef Garbi |
| 2023 | MICCAI | MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets. | Siyi Du, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi |
| 2023 | MICCAI | AViT: Adapting Vision Transformers for Small Skin Lesion Segmentation Datasets. | Siyi Du, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi |
| 2022 | ECCV | FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive Learning. | Siyi Du, Ben Hers, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi |