Bilevel Hypergraph Networks for Multi-Modal Alzheimer's Diagnosis. - Angelica I. Avilés-Rivero; Chun-Wun Cheng; Zhongying Deng; Zoe Kourtzi; Carola-Bibiane Schönlieb (CoRR, 2024)

NODE-Adapter: Neural Ordinary Differential Equations for Better Vision-Language Reasoning. - Yi Zhang 109; Chun-Wun Cheng; Ke Yu; Zhihai He; Carola-Bibiane Schönlieb; Angelica I. Avilés-Rivero (CoRR, 2024)

Mamba Neural Operator: Who Wins? Transformers vs. State-Space Models for PDEs. - Chun-Wun Cheng; Jiahao Huang; Yi Zhang 109; Guang Yang 006; Carola-Bibiane Schönlieb; Angelica I. Avilés-Rivero (CoRR, 2024)

The Missing U for Efficient Diffusion Models. - Sergio Calvo-Ordoñez; Chun-Wun Cheng; Jiahao Huang; Lipei Zhang; Guang Yang 006; Carola-Bibiane Schönlieb; Angelica I. Avilés-Rivero (Trans. Mach. Learn. Res., 2024)

Continuous U-Net: Faster, Greater and Noiseless. - Chun-Wun Cheng; Christina Runkel; Lihao Liu; Raymond H. Chan; Carola-Bibiane Schönlieb; Angelica I. Avilés-Rivero (Trans. Mach. Learn. Res., 2024)

Cross-Modal Few-Shot Learning with Second-Order Neural Ordinary Differential Equations. - Yi Zhang 109; Chun-Wun Cheng; Junyi He; Zhihai He; Carola-Bibiane Schönlieb; Yuyan Chen; Angelica I. Avilés-Rivero (AAAI, 2025)

Where Do We Stand with Implicit Neural Representations? A Technical and Performance Survey. - Amer Essakine; Yanqi Cheng; Chun-Wun Cheng; Lipei Zhang; Zhongying Deng; Lei Zhu 003; Carola-Bibiane Schönlieb; Angelica I. Avilés-Rivero (Trans. Mach. Learn. Res., 2025)

Implicit U-KAN2.0: Dynamic, Efficient and Interpretable Medical Image Segmentation. - Chun-Wun Cheng; Yining Zhao; Yanqi Cheng; Javier Montoya; Carola-Bibiane Schönlieb; Angelica I. Avilés-Rivero (CoRR, 2025)

NeuTSFlow: Modeling Continuous Functions Behind Time Series Forecasting. - Huibo Xu; Likang Wu; Xianquan Wang; Haoning Dang; Chun-Wun Cheng; Angelica I. Avilés-Rivero; Qi Liu (CoRR, 2025)