Accepted Research Papers

#7. Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs [PDF]
Viet Thanh Duy Nguyen, Tien Dang, Minh Tuan Le and Truong-Son Hy

#9. Mem-GAN: A Pseudo Membrane Generator for Single-cell Imaging in Fluorescent Microscopy [PDF], [Video]
Yixin Wang, Jiayuan Ding, Lidan Wu, Aster Wardhani, Patrick Danaher, Wenzhuo Tang, Hongzhi Wen, Yu Leo Lei, Jiliang Tang and Yuying Xie

#14. Interpreting Biomedical VLMs on High-Imbalance Out-of-Distributions: An Insight into BiomedCLIP on Radiology [PDF]
Nafiz Sadman, Farhana Zulkernine, and Benjamin Kwan

#16. Informed, but Not Always Improved: Challenging the Benefit of Background Knowledge in GNNs [PDF]
Kutalmış Coşkun, Ivo Kavisanczki, Amin Amin, Tom Siegl, Bjarne C. Hiller, Stefan Lüdtke and Martin Becker

#18. Counterfactual Explanations in Medical Imaging: Exploring SPN-Guided Latent Space Manipulation [Poster] [PDF]
Julia Siekiera and Stefan Kramer

#19. Deep Generative Models of Evolution: SNP-level Population Adaptation by Genomic Linkage Incorporation [PDF]
Julia Siekiera, Christian Schlötterer and Stefan Kramer

#24. ToxiTenCompl: Completion of the DrugMatrix Toxicogenomics Database using 3-Dimensional Tensors [PDF]
Tan Nguyen and Guojing Congy

#25. Hypergraph Neural Networks Reveal Spatial Domains from Single-cell Transcriptomics Data [PDF]
Mehrad Soltani and Luis Rueda