Johannes Lutzeyer

Publications

Article dans une revue (2)

Understanding the key challenges in tuberculosis drug discovery: what does the future hold? Rima Zein-Eddine,Masoud Ramuz,Guislaine Refrégier,Johannes F Lutzeyer,Alexey Aleksandrovet al. Expert Opinion on Drug Discovery, 2025, 20 (9), pp.1115-1130. ⟨10.1080/17460441.2025.2531229⟩ Article dans une revue (article de synthèse) hal-05229900v1
Modularity-aware graph autoencoders for joint community detection and link prediction Guillaume Salha-Galvan,Johannes Lutzeyer,George Dasoulas,Romain Hennequin,Michalis Vazirgiannis Neural Networks, 2022, 153, pp.474-495. ⟨10.1016/j.neunet.2022.06.021⟩ Article dans une revue hal-04447514v1

Communication dans un congrès (12)

HIEGNet: A Heterogenous Graph Neural Network Including the Immune Environment in Glomeruli Classification Niklas Kormann,Masoud Ramuz,Zeeshan Nisar,Nadine S Schaadt,Benjamin Doerret al. Medical Imaging with Deep Learning, Jul 2025, Salt Lake City, United States Communication dans un congrès hal-05012154v1
Speeding Up Hyper-Heuristics With Markov-Chain Operator Selection and the Only-Worsening Acceptance Operator Abderrahim Bendahi,Benjamin Doerr,Adrien Fradin,Johannes Lutzeyer 34th International Joint Conference on Artificial Intelligence (IJCAI-25), Aug 2025, Montréal, Canada. pp.8850-8857, ⟨10.24963/ijcai.2025/984⟩ Communication dans un congrès hal-05296794v1
Path Neural Networks: Expressive and Accurate Graph Neural Networks Gaspard Michel,Giannis Nikolentzos,Johannes Lutzeyer,Michalis Vazirgiannis International Conference on Machine Learning (ICML), Jul 2023, Hawaii, United States Communication dans un congrès hal-04447647v1
Graph Ordering Attention Networks Michail Chatzianastasis,Johannes Lutzeyer,George Dasoulas,Michalis Vazirgiannis AAAI Conference on Artificial Intelligence (AAAI), Feb 2023, Washington DC, United States. pp.7006-7014, ⟨10.1609/aaai.v37i6.25856⟩ Communication dans un congrès hal-04447535v1
Graph Neural Networks on Discriminative Graphs of Words Yassine Abbahaddou,Johannes Lutzeyer,Michalis Vazirgiannis NeurIPS New Frontiers in Graph Learning Workshop, Dec 2023, New Orleans, United States Communication dans un congrès hal-04447653v1
New Frontiers in Graph Autoencoders: Joint Community Detection and Link Prediction Guillaume Salha-Galvan,Johannes Lutzeyer,George Dasoulas,Romain Hennequin,Michalis Vazirgiannis NeurIPS New Frontiers in Graph Learning Workshop, Dec 2022, New Orleans, United States Communication dans un congrès hal-04447637v1
Improving Graph Neural Networks at Scale: Combining Approximate PageRank and CoreRank Ariel R. Ramos Vela,Johannes F. Lutzeyer,Anastasios Giovanidis,Michalis Vazirgiannis New Frontiers in Graph Learning (GLFrontiers) NeurIPS Workshop 2022, Dec 2022, New Orleans, United States Communication dans un congrès hal-03838863v1
Advancing Antibiotic Resistance Classification with Deep Learning Using Protein Sequence and Structure Aymen Qabel,Sofiane Ennadir,Giannis Nikolentzos,Johannes Lutzeyer,Michail Chatzianastasiset al. NeurIPS AI for Science Workshop, Dec 2022, New Orleans, United States. ⟨10.1101/2022.10.06.511103⟩ Communication dans un congrès hal-04447484v1
Sparsifying the Update Step in Graph Neural Networks Johannes Lutzeyer,Changmin Wu,Michalis Vazirgiannis ICLR Workshop on Geometrical and Topological Representation Learning, Apr 2022, Online, France Communication dans un congrès hal-04447629v1
Learning Parametrised Graph Shift Operators George Dasoulas,Johannes Lutzeyer,Michalis Vazirgiannis International Conference on Learning Representations (ICLR), May 2021, Online, France Communication dans un congrès hal-04447522v1
Node Feature Kernels Increase Graph Convolutional Network Robustness Mohamed El Amine Seddik,Changmin Wu,Johannes Lutzeyer,Michalis Vazirgiannis International Conference on Artificial Intelligence and Statistics (AISTATS), Mar 2022, Online, France Communication dans un congrès hal-04447471v1
Comparing Spectra of Graph Shift Operator Matrices Johannes Lutzeyer,Andrew Walden International Conference on Complex Networks and Their Applications, Dec 2019, Lisbonne, Portugal. pp.191-202, ⟨10.1007/978-3-030-36683-4_16⟩ Communication dans un congrès hal-04447405v1