Author
The University of Texas at Austin
Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.
Mutual co-authors in cluster
3 papers
Recent·Most cited
Michail Patsakis, Alexandros Tzanakakis, Ilias Georgakopoulos‐Soares
The paper introduces TurboQuant-Bio, a toolkit that compresses Evo 2's weights and attention cache to four bits without calibration data, enabling genome-scale analysis on single GPUs.
Kimonas Provatas, Aris Karatzikos, Charalampos Koilakos…·Ilias Georgakopoulos‐Soares
This paper introduces speculative decoding to accelerate genomic and proteomic sequence generation using foundation models without compromising prediction quality.
Alexandros Tzanakakis, Ioannis Mouratidis, Ilias Georgakopoulos‐Soares
This study evaluates genomic language models for synthetic genome generation, finding they fail to capture long-range genomic organization and evolutionary constraints.