Lukas Fesser

13 papers A* 3Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Enhancing the Utility of Higher-Order Information in Relational Learning.
CoRR
Raphael Pellegrin, Lukas Fesser, Melanie Weber
2025 A* conf
Multimodal Medical Code Tokenizer.
ICML
Xiaorui Su, Shvat Messica, Yepeng Huang, Ruth Johnson, Lukas Fesser, Shanghua Gao, Faryad Sahneh, Marinka Zitnik
2025 J jnl
Multimodal Medical Code Tokenizer.
CoRR
Xiao-Rui Su, Shvat Messica, Yepeng Huang, Ruth Johnson, Lukas Fesser, Shanghua Gao, Faryad Sahneh, Marinka Zitnik
2025 J jnl
Performance Heterogeneity in Graph Neural Networks: Lessons for Architecture Design and Preprocessing.
CoRR
Lukas Fesser, Melanie Weber
2024 A* conf
Effective Structural Encodings via Local Curvature Profiles.
ICLR
Lukas Fesser, Melanie Weber
2024 J jnl
STR-Cert: Robustness Certification for Deep Text Recognition on Deep Learning Pipelines and Vision Transformers.
CoRR
Daqian Shao, Lukas Fesser, Marta Kwiatkowska
2024 A* conf
Unitary Convolutions for Learning on Graphs and Groups.
NeurIPS
Bobak T. Kiani, Lukas Fesser, Melanie Weber
2024 J jnl
Unitary convolutions for learning on graphs and groups.
CoRR
Bobak T. Kiani, Lukas Fesser, Melanie Weber
2023 J jnl
Augmentations of Forman's Ricci Curvature and their Applications in Community Detection.
CoRR
Lukas Fesser, Sergio Serrano de Haro Iváñez, Karel Devriendt, Melanie Weber, Renaud Lambiotte
2023 J jnl
Effective Structural Encodings via Local Curvature Profiles.
CoRR
Lukas Fesser, Melanie Weber
2023 — conf
Mitigating Over-Smoothing and Over-Squashing Using Augmentations of Forman-Ricci Curvature.
LoG
Lukas Fesser, Melanie Weber
2023 J jnl
Mitigating Over-Smoothing and Over-Squashing using Augmentations of Forman-Ricci Curvature.
CoRR
Lukas Fesser, Melanie Weber
2023 J jnl
Understanding and Mitigating Extrapolation Failures in Physics-Informed Neural Networks.
CoRR
Lukas Fesser, Richard Qiu, Luca D'Amico-Wong