Researcher

Hoang Nguyen

Also known as Hoang Huy Nguyen

Hoang Nguyen is a Georgia Tech doctoral candidate in algorithms, combinatorics, and optimization whose research spans applied probability and AI reasoning. He earned a computational-sciences degree at Minerva University in 2021 and coauthored a 2023 JMLR paper on unbalanced optimal transport. At Google DeepMind, he contributed to AlphaGeometry 2 and the natural-language reasoning work around the 2024 IMO, where AlphaProof and AlphaGeometry 2 reached silver-medal level. He coauthored IMO-Bench and joined the 2025 DeepMind team whose Gemini Deep Think system reached gold-medal level. He won second prize at the ACM SIGMETRICS 2025 Student Research Contest and received an IBM research fellowship in 2026; he is on the 2026–2027 academic job market.

Works
6

Publication numbers from OpenAlex, as of 15 October 2026. Citations and h-index are hidden because this OpenAlex record may be incomplete or mix in other authors.

Timeline

  1. 2021

    A degree at Minerva

    He earns a B.S. in Computational Sciences at Minerva University in 2021.

  2. 2023

    A paper on optimal transport

    He coauthors a 2023 JMLR paper on unbalanced optimal transport, gradient methods, sparsity, and approximation error.

  3. 2024

    AlphaGeometry 2 and the IMO

    He makes key contributions to AlphaGeometry 2 and DeepMind’s natural-language reasoning system. AlphaProof and AlphaGeometry 2 solve four of six problems at silver-medal level at the IMO in 2024.

  4. 2025

    IMO-Bench and Gemini Deep Think

    He coauthors IMO-Bench, an EMNLP 2025 suite that evaluates short answers and proof writing on Olympiad problems. He contributes to the 2025 Google DeepMind IMO team, whose Gemini Deep Think system solves five of six problems for a gold-medal result.

  5. 2025

    A SIGMETRICS student prize

    He wins second place in the ACM SIGMETRICS 2025 Student Research Contest for his work on finite-time behavior of queuing systems.

  6. 2026

    An IBM Ph.D. Fellowship

    He receives the IBM Ph.D. Fellowship in March 2026 for his research contributions and academic achievements.

  7. As of October 2026

    Georgia Tech Ph.D. candidate

    He is a fifth-year ACO Ph.D. candidate in Georgia Tech’s ISyE department and is on the 2026–2027 academic job market. His advisor is Siva Theja Maguluri, and his research covers applied probability, stochastic optimization, and AI reasoning.

Sources and credits

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  1. Hoang Nguyen | H. Milton Stewart School of Industrial and Systems Engineering isye.gatech.edu. Checked 14 October 2026.
  2. On Unbalanced Optimal Transport: Gradient Methods, Sparsity and Approximation Error jmlr.org. Checked 14 October 2026.
  3. AI achieves silver-medal standard solving International Mathematical Olympiad problems — Google DeepMind deepmind.google. Checked 14 October 2026.
  4. Towards Robust Mathematical Reasoning - ACL Anthology aclanthology.org. Checked 14 October 2026.
  5. Advanced version of Gemini with Deep Think officially achieves gold-medal standard at the International Mathematical Olympiad deepmind.google. Checked 14 October 2026.
  6. ISyE Student Awarded IBM Fellowship for Research Excellence isye.gatech.edu. Checked 14 October 2026.
  7. Hoang Huy Nguyen sites.google.com. Checked 14 October 2026.