KBGN: Knowledge-Bridge Graph Network for Adaptive Vision-Text Reasoning in Visual Dialogue. - Xiaoze Jiang; Siyi Du; Zengchang Qin; Yajing Sun; Jing Yu 007 (ACM Multimedia, 2020)

Big Data Classification and Machine Learning Using Zillow Estimates. - Siyi Du; Yinjie Gu; Yuewei Zhu (CONF-SPML, 2021)

FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive Learning. - Siyi Du; Ben Hers; Nourhan Bayasi; Ghassan Hamarneh; Rafeef Garbi (ECCV Workshops (4), 2022)

Leverage Subsampling for Joint Mean and Variance Models with Massive Data. - Mingxia Gong; Zhiyu Deng; Runze Chen; Yi Dong; Siyi Du; Liucang Wu (ICBASE, 2023)

Continual-GEN: Continual Group Ensembling for Domain-agnostic Skin Lesion Classification. - Nourhan Bayasi; Siyi Du; Ghassan Hamarneh; Rafeef Garbi (ISIC/Care-AI/MedAGI/DeCaF@MICCAI, 2023)

MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets. - Siyi Du; Nourhan Bayasi; Ghassan Hamarneh; Rafeef Garbi (MICCAI (4), 2023)

AViT: Adapting Vision Transformers for Small Skin Lesion Segmentation Datasets. - Siyi Du; Nourhan Bayasi; Ghassan Hamarneh; Rafeef Garbi (ISIC/Care-AI/MedAGI/DeCaF@MICCAI, 2023)

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 (ECCV (15), 2024)

SGSR: Structure-Guided Multi-contrast MRI Super-Resolution via Spatio-Frequency Co-Query Attention. - Shaoming Zheng; Yinsong Wang; Siyi Du; Chen Qin (MLMI@MICCAI (1), 2024)

CAR: Contrast-Agnostic Deformable Medical Image Registration with Contrast-Invariant Latent Regularization. - Yinsong Wang; Siyi Du; Shaoming Zheng; Xinzhe Luo; Chen Qin (WBIR, 2024)

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 (CVPR, 2025)

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 007; Jiajun Lv (CoRR, 2025)