--- title: "Trieu H. Trinh — author profile and papers · Reasoning" description: "Trieu H. Trinh, Georgia Institute of Technology: 2 papers on Elamur Research (2024–2025), h-index 7 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/trieu-h-trinh/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/trieu-h-trinh/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Trieu H. Trinh # Trieu H. Trinh Trieu H. Trinh has 2 papers in our library, in 2024–2025, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Quoc Viet Le](https://md.research.elamur.ai/free/en/authors/quoc-viet-le/), [Thang Luong](https://md.research.elamur.ai/free/en/authors/thang-luong/), [He He](https://md.research.elamur.ai/free/en/authors/he-he/). 2 papers in our library · 2024–2025 [OpenAlex](https://openalex.org/A5016593310) · [ORCID](https://orcid.org/0000-0003-3597-6073) · [**h-index 7**](https://openalex.org/authors/A5016593310) · [14 works](https://openalex.org/works?filter=author.id:A5016593310) · [861 citations](https://openalex.org/works?filter=author.id:A5016593310&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/trieu-h-trinh/#papers) · [🔗 Cited 548 times in our library](https://md.research.elamur.ai/free/en/authors/trieu-h-trinh/cited-by/) · [5 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #4235](https://md.research.elamur.ai/free/en/paper-stars/page/43/#star-4235) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Trieu+H.+Trinh) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Trieu+H.+Trinh) · [dblp](https://dblp.org/search?q=Trieu+H.+Trinh) · [ACL Anthology](https://aclanthology.org/search/?q=Trieu+H.+Trinh) ## Affiliations [🎓**Georgia Institute of Technology** Atlanta · United States 2025 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/georgia-institute-of-technology/) · [🎓**Seoul National University** Seoul · South Korea 2025 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/seoul-national-university/) · [🎓**New York University** New York · United States 2022–2024 · 6 papers](https://md.research.elamur.ai/free/en/universities/new-york-university/) · [🏢**Google** Mountain View · United States 2018–2024 · 4 papers](https://md.research.elamur.ai/free/en/companies/google/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 5 The field of science this work belongs to (OpenAlex fields).[Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Mathematics · 2 works](https://md.research.elamur.ai/free/en/shelves/mathematics/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computational Theory and Mathematics · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computational-theory-and-mathematics/) · [Geometry and Topology · 1 work](https://md.research.elamur.ai/free/en/shelves/mathematics/geometry-and-topology/) 🧭 Topics 1 Research subjects and languages the work is about.[Reasoning · 2 works](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/trieu-h-trinh/year/2025/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/trieu-h-trinh/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[Solving olympiad geometry without human demonstrations](https://md.research.elamur.ai/free/en/papers/trinh-2024-solving-olympiad-geometry-without-human/)** *(2024 · 498 citations)* Automated proving of olympiad-level geometry has been limited by a lack of training data. Few human proofs exist in a machine-readable form, and translating them into formal language is expensive. The authors present AlphaGeometry, a theorem prover trained without any human demonstrations. They sample random… 2. **[Gold-medalist Performance in Solving Olympiad Geometry with AlphaGeometry2](https://md.research.elamur.ai/free/en/papers/chervonyi-2025-gold-medalist-performance-solving-olympiad/)** *(2025 · 31 citations)* AlphaGeometry2 (AG2) is Google DeepMind's successor to AlphaGeometry (AG1), a neuro-symbolic system for Euclidean geometry problems at International Mathematical Olympiad level. ## All works 7 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. **[A Simple Method for Commonsense Reasoning ↗](https://arxiv.org/abs/1806.02847) arXiv:1806.02847 · no summary yet**Trieu H. Trinh, Quoc V. Le*2018 · 507 citations* 2. **[Solving olympiad geometry without human demonstrations](https://md.research.elamur.ai/free/en/papers/trinh-2024-solving-olympiad-geometry-without-human/) [Nature](https://md.research.elamur.ai/free/en/venues/nature/)**Trieu H. Trinh, Yuhuai Wu, Quoc V. Le, et al.*2024 · 498 citations* 3. **[ViT5: Pretrained Text-to-Text Transformer for Vietnamese Language Generation ↗](https://aclanthology.org/2022.naacl-srw.18/) Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop · no summary yet**Long Phan et al.*2022 · 110 citations* 4. **[Learning Longer-term Dependencies in RNNs with Auxiliary Losses ↗](https://arxiv.org/abs/1803.00144) arXiv (Cornell University) · no summary yet**Trieu H. Trinh et al.*2018 · 104 citations* 5. **[Selfie: Self-supervised Pretraining for Image Embedding ↗](https://arxiv.org/abs/1906.02940) arXiv (Cornell University) · no summary yet**Trieu H. Trinh, Minh-Thang Luong, Quoc Viet Le*2019 · 78 citations* 6. [**Gold-medalist Performance in Solving Olympiad Geometry with AlphaGeometry2 arXiv:2502.03544**Yuri Chervonyi, Trieu H. Trinh, Miroslav Olšák, et al.*2025 · 31 citations*](https://md.research.elamur.ai/free/en/papers/chervonyi-2025-gold-medalist-performance-solving-olympiad/) 7. **[Do Language Models Have Common Sense ↗](https://openalex.org/W2908460844) no summary yet**Trieu H. Trinh, Quoc Viet Le*2018 · 26 citations* ## Co-authors here 7 co-authors with a page, the most papers together first. - [Quoc Viet Le](https://md.research.elamur.ai/free/en/authors/quoc-viet-le/) ×2 - [Thang Luong](https://md.research.elamur.ai/free/en/authors/thang-luong/) ×2 - [He He](https://md.research.elamur.ai/free/en/authors/he-he/) - [Junsu Kim](https://md.research.elamur.ai/free/en/authors/junsu-kim/) - [Miroslav Olšák](https://md.research.elamur.ai/free/en/authors/miroslav-olsak/) - [Yuhuai Wu](https://md.research.elamur.ai/free/en/authors/yuhuai-wu/) - [Yuri Chervonyi](https://md.research.elamur.ai/free/en/authors/yuri-chervonyi/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/) - [Nature](https://md.research.elamur.ai/free/en/venues/nature/): [Nature 2024](https://md.research.elamur.ai/free/en/venues/nature/2024/) - Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop ## Cited by Papers of our library cite their works 548 times (of the 149,439 papers whose bibliographies we read); [177 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/trieu-h-trinh/cited-by/). Updated 3 November 2026