Chun-Wun Cheng

According to our database, Chun-Wun Cheng authored at least 11 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

PDE Solvers Should Be Local: Fast, Stable Rollouts with Learned Local Stencils.

Chun-Wun Cheng, Bin Dong, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero

CoRR, September, 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, July, 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, March, 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, 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 A. Montoya-Zegarra, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

Cross-Modal Few-Shot Learning with Second-Order Neural Ordinary Differential Equations.

Yi Zhang, Chun-Wun Cheng, Junyi He, Zhihai He, Carola-Bibiane Schönlieb, Yuyan Chen, Angelica I. Avilés-Rivero

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

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

The Missing U for Efficient Diffusion Models.

Sergio Calvo-Ordoñez, Chun-Wun Cheng, Jiahao Huang, Lipei Zhang, Guang Yang, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero

Trans. Mach. Learn. Res., 2024

Mamba Neural Operator: Who Wins? Transformers vs. State-Space Models for PDEs.

Chun-Wun Cheng, Jiahao Huang, Yi Zhang, Guang Yang, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero

CoRR, 2024

NODE-Adapter: Neural Ordinary Differential Equations for Better Vision-Language Reasoning.

Yi Zhang, Chun-Wun Cheng, Ke Yu, Zhihai He, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero

CoRR, 2024

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