Publications
[1] *Gabe Guo*, Aniv Ray, Miles Izydorczak, Judah Goldfeder, Hod Lipson, Wenyao Xu. "Unveiling intra-person fingerprint similarity via deep contrastive learning." Science Advances, Vol. 10, No. 2, eadi0329 (2024). DOI:10.1126/sciadv.adi0329
[2] *Gabe Guo*, Judah Goldfeder, Ling Lan, Aniv Ray, Hanming Yang, Boyuan Chen, Simon Billinge, Hod Lipson. "Towards End-to-End Structure Determination from X-Ray Diffraction Data Using Deep Learning." npj Computational Materials (2024). https://www.nature.com/articles/s41524-024-01401-8
[3] *Gabe Guo*, Tristan Saidi, Maxwell Terban, Michele Valsecchi, Simon JL Billinge, Hod Lipson. "Ab Initio Structure Solutions from Nanocrystalline Powder Diffraction Data via Diffusion Models." Nature Materials (2025). Preprint at https://arxiv.org/abs/2406.10796
[4] *Gabe Guo*, Stefano Ermon. "Self-Speculative Decoding Accelerates Lossless Inference in Any-Order and Any-Subset Autoregressive Models." ICLR 2026. https://openreview.net/forum?id=hZnibTOke7
Awards
Selected Media Coverage:
[1] CNN: "Are fingerprints unique? Not really, AI-based study finds" Jan 12, 2024. https://www.cnn.com/2024/01/12/world/fingerprints-ai-based-study-scn/index.html
[2] BBC: "Our fingerprints may not be unique, claims AI" Jan 11, 2024. https://www.bbc.com/news/technology-67944537
[3] BBC Science Focus: "Your fingerprints aren't unique after all, discovers AI" Jan 12, 2024. https://www.sciencefocus.com/news/fingerprints-not-unique-ai
[4] The Times: "AI can now link two separate fingerprints from same person" Jan 11, 2024. https://www.thetimes.co.uk/article/ai-can-now-link-two-separate-fingerprints-from-same-person-8xt2s6x7x
[5] Metro: "AI smashes the idea that all fingerprints are unique - and could solve cold cases" Jan 12, 2024. https://metro.co.uk/2024/01/12/ai-breakthrough-shows-fingerprints-may-not-unique-20103694/
[6] The Sun: "AI YOU KIDDING? AI breakthrough finds our fingerprints may NOT be unique after all - and experts think it could 'revive cold cases'" Jan 12, 2024. https://www.thesun.co.uk/tech/25338599/ai-breakthrough-tool-fingerprints-unique-cold-cases/
[7] The Register: "AI flips the script on fingerprint lore - maybe they're not so unique after all" Jan 11, 2024. https://www.theregister.com/2024/01/11/ai_fingerprints_unique/
[8] New Scientist: "AI can tell if prints from two different fingers belong to same person" Jan 12, 2024. https://www.newscientist.com/article/2412199-ai-can-tell-if-prints-from-two-different-fingers-belong-to-same-person/
[9] Courthouse News Service: "AI disproves differences between same-hand fingerprints" Jan 12, 2024. https://www.courthousenews.com/ai-disproves-differences-between-same-hand-fingerprints/