Chatzianastasis, Michail

1. KAGNNs: Kolmogorov-Arnold Networks meet Graph Learning
   2024/06/26 by Bresson, Roman, Nikolentzos, Giannis, Panagopoulos, George +3 · 8 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Explainable Multilayer Graph Neural Network for Cancer Gene Prediction
   2023/01/20 by Michail Chatzianastasis, Chatzianastasis, Michail, Michalis Vazirgiannis +3 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Graph Neural Networks #Bioinformatics and Genomic Networks #FOS: Computer and information sciences #Gene expression and cancer classification #Machine Learning (cs.LG)
3. Graph Linearization Methods for Reasoning on Graphs with Large Language Models
   2024/10/25 by Christos Xypolopoulos, Xypolopoulos, Christos, Guokan Shang +15 · 3 citations
   Computer Science · #Semantic Web and Ontologies #Advanced Graph Neural Networks #Natural Language Processing Techniques
4. What Do GNNs Actually Learn? Towards Understanding their Representations
   2023/04/21 by Nikolentzos, Giannis, Chatzianastasis, Michail, Vazirgiannis, Michalis · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Neural Graph Generator: Feature-Conditioned Graph Generation using Latent Diffusion Models
   2024/03/03 by Iakovos Evdaimon, Giannis Nikolentzos, Evdaimon, Iakovos +9 · 1 citation
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Social and Information Networks (cs.SI) #Topic Modeling
6. Metrics to Detect Small-Scale and Large-Scale Citation Orchestration
   2024/06/27 by Iakovos Evdaimon, Evdaimon, Iakovos, John P. A. Ioannidis +9 · 1 citation
   Biochemistry, Genetics and Molecular Biology · #Biomedical Text Mining and Ontologies #Digital Libraries (cs.DL) #FOS: Computer and information sciences
7. Prot2Text-V2: Protein Function Prediction with Multimodal Contrastive Alignment
   2025/05/16 by Fei, Xiao, Michail Chatzianastasis, Sarah Almeida Carneiro +8 · 2 citations
   Biochemistry, Genetics and Molecular Biology · #Biomedical Text Mining and Ontologies #Computational Engineering #FOS: Computer and information sciences #Finance #Machine Learning in Bioinformatics #RNA and protein synthesis mechanisms #and Science (cs.CE)