News

Five articles have been accepted at ICLR 2026

• Query-Level Uncertainty in Large Language Models.
  Lihu Chen, Fabian M. Suchanek, Gaël Varoquaux, Gerard de Melo
• Efficient Resource Constrained Training of Vision Transformers via Subspace Optimization.
  Le-Trung Nguyen, Enzo Tartaglione, Van-Tam Nguyen
• Study of Training Dynamics for Memory-Constrained Fine-tuning.
  Aël Quélennec, Nour Hezbri, Pavlo Mozharovskyi, Van-Tam Nguyen, Enzo Tartaglione
• INSTANT: Compressing Gradients and Activations for Resource-Efficient Training.
  Tuan-Kiet Doan*, Trung-Hieu Tran*, Enzo Tartaglione, Nikola Simidjievski, Van-Tam Nguyen
• TabStruct: Measuring Structural Fidelity of Tabular Data.
  Xiangjian Jiang, Nikola Simidjievski, Mateja Jamnik

Article accepted at EACL 2026

Our article “It’s All About the Confidence: An Unsupervised Approach for Multilingual Historical Entity Linking using Large Language Models”
by Cristian Santini, Marieke van Erp, Mehwish Alam has been accepted at EACL 2026.

Best Paper Award at ISWC 2025

Yiwen Peng, Thomas Bonald and Fabian Suchanek received the Best Paper Award at ISWC 2025 for their paper “FLORA: Unsupervised Knowledge Graph Alignment by Fuzzy Logic.”

Demo Articles Presented at ECAI 2025 and ECML/PKDD 2025

Two demo articles “Enriching Taxonomies using Large Language Models” and “T-REX: Table Refute or Entail Explainer” by Zeinab Ghamlouch, Tim Luka Horstmann, Beptiste Geisenberger, and Mehwish Alam were presented at ECAI 2025 and ECML/PKDD 2025.

Attendance at ESSLLI 2025

Berenice Jaulmes attended the 36th European Summer School in Logic, Language, and Information (ESSLLI 2025) in Bochum, Germany.

Attendance at ISNIE 2025

Nils Holzenberger attended the International Seminars on the New Institutional Economics 2025 (ISNIE 2025).