Lung Nodule Detection in CT Images Using a Raw Patch-Based Convolutional Neural Network. - Qin Wang 009; Fengyi Shen; Linyao Shen; Jia Huang; Weiguang Sheng (J. Digit. Imaging, 2019)

Dual-Mode Training with Style Control and Quality Enhancement for Road Image Domain Adaptation. - Moritz Venator; Fengyi Shen; Selcuk Aklanoglu; Erich Bruns; Klaus-Jürgen Diepold; Andreas K. Maier (WACV, 2020)

TridentAdapt: Learning Domain-invariance via Source-Target Confrontation and Self-induced Cross-domain Augmentation. - Fengyi Shen; Akhil Gurram; Ahmet Faruk Tuna; Onay Urfalioglu; Alois C. Knoll (BMVC, 2021)

Monocular Depth Estimation Through Virtual-World Supervision and Real-World SfM Self-Supervision. - Akhil Gurram; Ahmet Faruk Tuna; Fengyi Shen; Onay Urfalioglu; Antonio M. López 001 (IEEE Trans. Intell. Transp. Syst., 2022)

DiGA: Distil to Generalize and then Adapt for Domain Adaptive Semantic Segmentation. - Fengyi Shen; Akhil Gurram; Ziyuan Liu; He Wang 010; Alois Knoll (CVPR, 2023)

LoopDA: Constructing Self-loops to Adapt Nighttime Semantic Segmentation. - Fengyi Shen; Zador Pataki; Akhil Gurram; Ziyuan Liu; He Wang 010; Alois C. Knoll (WACV, 2023)

Long-Term Invariant Local Features via Implicit Cross-Domain Correspondences. - Zador Pataki; Mohammad Altillawi; Menelaos Kanakis; Rémi Pautrat; Fengyi Shen; Ziyuan Liu; Luc Van Gool; Marc Pollefeys (CoRR, 2023)

ControlUDA: Controllable Diffusion-assisted Unsupervised Domain Adaptation for Cross-Weather Semantic Segmentation. - Fengyi Shen; Li Zhou; Kagan Kucukaytekin; Ziyuan Liu; He Wang 010; Alois C. Knoll (CoRR, 2024)

CE-NPBG: Connectivity Enhanced Neural Point-Based Graphics for Novel View Synthesis in Autonomous Driving Scenes. - Mohammad Altillawi; Fengyi Shen; Liudi Yang; Sai Manoj Prakhya; Ziyuan Liu (CVPR Workshops, 2025)

W-ControlUDA: Weather-Controllable Diffusion-assisted Unsupervised Domain Adaptation for Semantic Segmentation. - Fengyi Shen; Li Zhou; Kagan Kucukaytekin; George Eskandar; Ziyuan Liu; He Wang 010; Alois Knoll (IEEE Robotics Autom. Lett., 2025)

RoboSwap: A GAN-driven Video Diffusion Framework For Unsupervised Robot Arm Swapping. - Yang Bai; Liudi Yang; George Eskandar; Fengyi Shen; Dong Chen; Mohammad Altillawi; Ziyuan Liu; Gitta Kutyniok (CoRR, 2025)

RoboEnvision: A Long-Horizon Video Generation Model for Multi-Task Robot Manipulation. - Liudi Yang; Yang Bai; George Eskandar; Fengyi Shen; Mohammad Altillawi; Dong Chen; Soumajit Majumder; Ziyuan Liu; Gitta Kutyniok; Abhinav Valada (CoRR, 2025)