Publications — Adrián Bazaga | LLM, ML & AI Research

ICLR2026

On the Necessity of Learnable Sheaf Laplacians

F. H. Caralt, M. Gonzàlez i Català, Adrián Bazaga, Pietro Liò

International Conference on Learning Representations (ICLR)

arXiv

ACL2025

Learning to Reason Over Time: Timeline Self-Reflection for Improved Temporal Reasoning in Language Models

Adrián Bazaga, Rexhina Blloshmi, Bill Byrne, Adrià de Gispert

Association for Computational Linguistics (ACL), Main

arXiv Code

ICLR2024

Unsupervised Pretraining for Fact Verification by Language Model Distillation

Adrián Bazaga, Pietro Liò, Gos Micklem

International Conference on Learning Representations (ICLR) · Top 20%

arXiv Code

EMNLP2024

HyperBERT: Mixing Hypergraph-Aware Layers with Language Models for Node Classification on Text-Attributed Graphs

Adrián Bazaga, Pietro Liò, Gos Micklem

Empirical Methods in Natural Language Processing (EMNLP)

arXiv Code

ICML2024

TabMDA: Tabular Manifold Data Augmentation for Any Classifier using Transformers with In-context Subsetting

Andrei Margeloiu, Adrián Bazaga, Nikola Simidjievski, Pietro Liò, Mateja Jamnik

International Conference on Machine Learning (ICML)

arXiv Code

arXiv2024

FLUID-LLM: Learning Computational Fluid Dynamics with Spatiotemporal-aware Large Language Models

Max Zhu, Adrián Bazaga, Pietro Liò

Preprint

arXiv Code

ICLR-W2024

Knowledge Distillation of RoBERTa Language Model for Efficient Question Answering in Spanish

Adrián Bazaga, Pietro Liò, Gos Micklem

International Conference on Learning Representations (ICLR) Workshop

arXiv

arXiv2023

SQLformer: Deep Auto-Regressive Query Graph Generation for Text-to-SQL Translation

Adrián Bazaga, Pietro Liò, Gos Micklem

Preprint

arXiv Code

Oncology2023

Multi-site validation of a deep learning solution for HER2 profiling of breast cancer from H&E-stained pathology slides

S. Arslan, P. Pandya, F. Ntelemis, …, Adrián Bazaga, et al.

Annals of Oncology

Database2022

HumanMine: advanced data searching, analysis and cross-species comparison

Rachel Lyne, Adrián Bazaga, Daniela Butano, Sergio Contrino, et al.

Database (Oxford)

Nat. Sci. Rep.2021

Translating synthetic natural language to database queries with a polyglot deep learning framework

Adrián Bazaga, Nupur Gunwant, Gos Micklem

Nature Scientific Reports

arXiv Code

Nat. Sci. Rep.2020

Genome-wide investigation of gene–cancer associations for the prediction of novel therapeutic targets in oncology

Adrián Bazaga, Dan Leggate, Hendrik Weisser

Nature Scientific Reports

Paper Code

ASC2019

A Convolutional Neural Network for the Automatic Diagnosis of Collagen VI related Muscular Dystrophies

Adrián Bazaga, Mònica Roldán, Carmen Badosa, Cecilia Jiménez-Mallebrera, Josep M. Porta

Applied Soft Computing

arXiv Code

WSOM2019

Network Community Cluster-Based Analysis for the Identification of Potential Leukemia Drug Targets

Adrián Bazaga, Alfredo Vellido

International Workshop on Self-Organizing Maps (WSOM)

Neuromusc.2019

Automated diagnosis of collagen VI related muscular dystrophies using advanced image analysis and machine learning

Mónica Roldán, Adrián Bazaga, Carmen Badosa, Josep M. Porta, Cecilia Jiménez-Mallebrera

Neuromuscular Disorders

arXiv2018

Performance Evaluation of an Algorithm-based Asynchronous Checkpoint-Restart Fault Tolerant Application Using Mixed MPI/GPI-2

Adrián Bazaga, Michal Pitoňák

Preprint

Bioinf.2018

BIOLITMAP: a web-based geolocated, temporal and thematic visualization of the evolution of bioinformatics publications

Adrián Bazaga, Alfonso Valencia, María J. Rementería

Bioinformatics