Publications

Summary: I have authored 5 research papers in total. Of these, I am the first author on 2 and the second author on 3. 2 of my papers have been accepted by journals, while the remaining 3 are currently under review.

Journal Papers:

• [J2] The Missing U for Efficient Diffusion Models
  Sergio Calvo Ordoñez, Chun-Wun Cheng , Jiahao Huang, Lipei Zhang, Guang Yang, Carola-Bibiane Schönlieb, Angelica I Aviles-Rivero
  Published at Transactions on Machine Learning Research (TMLR 04/2024)

• [J1] Continuous U-Net: Faster, Greater and Noiseless
  Cheng, Chun-Wun(Co-first Author) , Christina Runkel(Co-first Author), Lihao Liu(Co-first Author), Raymond H. Chan, Carola-Bibiane Schönlieb, and Angelica I. Aviles-Rivero.
  Published at Transactions on Machine Learning Research (TMLR 04/2024)

Under Review

• [U3] Mamba Neural Operator: Who Wins? Transformers vs. State-Space Models for PDEs
  Chun-Wun Cheng(Co-first Author), Jiahao Huang(Co-first Author),  Yi Zhang, Guang Yang, Carola-Bibiane Schönlieb, Angelica I Aviles-Rivero.
  Under Review

• [U2] NODE-Adapter: Neural Ordinary Differential Equations for Better Vision-Language Reasoning
  Sergio Calvo Ordoñez, Chun-Wun Cheng , Jiahao Huang, Lipei Zhang, Guang Yang, Carola-Bibiane Schönlieb, Angelica I Aviles-Rivero
  Under Review

• [U1] Bilevel Hypergraph Networks for Multi-Modal Alzheimer’s Diagnosis
  Angelica I Aviles-Rivero, Chun-Wun Cheng, Zhongying Deng, Zoe Kourtzi, Carola-Bibiane Schönlieb
  Under Review