UltRAG: a Universal Simple Scalable Recipe for Knowledge Graph RAG.

Daniel Justus

Dobrik Georgiev Kheeran Naidu Alberto Cattaneo Federico Monti Carlo Luschi Daniel Justus UltRAG: a Universal Simple Scalable Recipe for Knowledge Graph RAG. 2026 March abs/2603.28773 CoRR https://doi.org/10.48550/arXiv.2603.28773 db/journals/corr/corr2603.html#abs-2603-28773 streams/journals/corr

Alberto Cattaneo Stephen Bonner Thomas Martynec Edward R. Morrissey Carlo Luschi Ian P. Barrett Daniel Justus The role of graph topology in the performance of biomedical Knowledge Graph Completion models. 2025 41 Bioinform. 10 https://doi.org/10.1093/bioinformatics/btaf547 db/journals/bioinformatics/bioinformatics41.html#CattaneoBMMLBJ25 streams/journals/bioinformatics

Alberto Cattaneo Carlo Luschi Daniel Justus Ground-Truth Subgraphs for Better Training and Evaluation of Knowledge Graph Augmented LLMs. 2025 November abs/2511.04473 CoRR https://doi.org/10.48550/arXiv.2511.04473 db/journals/corr/corr2511.html#abs-2511-04473 streams/journals/corr

Alberto Cattaneo Stephen Bonner Thomas Martynec Carlo Luschi Ian P. Barrett Daniel Justus The Role of Graph Topology in the Performance of Biomedical Knowledge Graph Completion Models. 2024 abs/2409.04103 CoRR https://doi.org/10.48550/arXiv.2409.04103 db/journals/corr/corr2409.html#abs-2409-04103 streams/journals/corr

Badreddine Noune Philip Jones Daniel Justus Dominic Masters Carlo Luschi 8-bit Numerical Formats for Deep Neural Networks. 2022 abs/2206.02915 CoRR https://doi.org/10.48550/arXiv.2206.02915 db/journals/corr/corr2206.html#abs-2206-02915

Alberto Cattaneo Daniel Justus Harry Mellor Douglas Orr Jérôme Maloberti Zhenying Liu Thorin Farnsworth Andrew W. Fitzgibbon Blazej Banaszewski Carlo Luschi BESS: Balanced Entity Sampling and Sharing for Large-Scale Knowledge Graph Completion. 2022 abs/2211.12281 CoRR https://doi.org/10.48550/arXiv.2211.12281 db/journals/corr/corr2211.html#abs-2211-12281

Ivan Chelombiev Daniel Justus Douglas Orr Anastasia Dietrich Frithjof Gressmann Alexandros Koliousis Carlo Luschi GroupBERT: Enhanced Transformer Architecture with Efficient Grouped Structures. 2021 abs/2106.05822 CoRR https://arxiv.org/abs/2106.05822 db/journals/corr/corr2106.html#abs-2106-05822

Anastasia Dietrich Frithjof Gressmann Douglas Orr Ivan Chelombiev Daniel Justus Carlo Luschi Towards Structured Dynamic Sparse Pre-Training of BERT. 2021 abs/2108.06277 CoRR https://arxiv.org/abs/2108.06277 db/journals/corr/corr2108.html#abs-2108-06277

Daniel Justus John Brennan Stephen Bonner Andrew Stephen McGough Predicting the Computational Cost of Deep Learning Models. 3873-3882 2018 IEEE BigData https://doi.org/10.1109/BigData.2018.8622396 conf/bigdataconf/2018 db/conf/bigdataconf/bigdataconf2018.html#JustusBBM18

Daniel Justus John Brennan Stephen Bonner Andrew Stephen McGough Predicting the Computational Cost of Deep Learning Models. 2018 abs/1811.11880 CoRR http://arxiv.org/abs/1811.11880 db/journals/corr/corr1811.html#abs-1811-11880

Blazej Banaszewski Ian P. Barrett Stephen Bonner John Brennan Alberto Cattaneo Ivan Chelombiev Anastasia Dietrich Thorin Farnsworth Andrew W. Fitzgibbon Dobrik Georgiev Frithjof Gressmann Philip Jones Alexandros Koliousis Zhenying Liu Carlo Luschi Jérôme Maloberti Thomas Martynec Dominic Masters A. Stephen McGoughAndrew Stephen McGough Harry Mellor Federico Monti Edward R. Morrissey Kheeran Naidu Badreddine Noune Douglas Orr