--- title: "Isaac Ong — author profile and papers — Elamur Research" description: "Isaac Ong: 2 papers on Elamur Research (2024), h-index 3 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/isaac-ong/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/isaac-ong/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Isaac Ong # Isaac Ong Isaac Ong has 2 papers in our library, in 2024, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/); often with [Amjad Almahairi](https://md.research.elamur.ai/free/en/authors/amjad-almahairi/), [Cyprien de Masson d'Autume](https://md.research.elamur.ai/free/en/authors/cyprien-de-masson-d-autume/), [Dani Yogatama](https://md.research.elamur.ai/free/en/authors/dani-yogatama/). 2 papers in our library · 2024 [OpenAlex](https://openalex.org/A5066782748) · [ORCID](https://orcid.org/0009-0006-3551-7394) · [Wikidata](https://www.wikidata.org/wiki/Q130978132) · [**h-index 3**](https://openalex.org/authors/A5066782748) · [7 works](https://openalex.org/works?filter=author.id:A5066782748) · [22 citations](https://openalex.org/works?filter=author.id:A5066782748&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/isaac-ong/#papers) · [🔗 Cited 175 times in our library](https://md.research.elamur.ai/free/en/authors/isaac-ong/cited-by/) · [3 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #7097](https://md.research.elamur.ai/free/en/paper-stars/page/71/#star-7097) 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=Isaac+Ong) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Isaac+Ong) · [dblp](https://dblp.org/search?q=Isaac+Ong) · [ACL Anthology](https://aclanthology.org/search/?q=Isaac+Ong) ## Affiliations [🎓**University of California, Berkeley** Berkeley · United States 2023 · 3 papers](https://md.research.elamur.ai/free/en/universities/university-of-california-berkeley/) 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).[Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) ## Works by year ### 2020s [**2024** 2 papers](https://md.research.elamur.ai/free/en/authors/isaac-ong/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[RouteLLM: Learning to Route LLMs with Preference Data](https://md.research.elamur.ai/free/en/papers/ong-2024-routellm-learning-route-llms-preference/)** *(2024 · 109 citations)* Deploying LLMs forces a trade-off: frontier models such as GPT-4 give the best answers but are costly, while cheaper models like Mixtral-8x7B struggle with harder requests. 2. **[Reka Core, Flash, and Edge: A Series of Powerful Multimodal Language Models](https://md.research.elamur.ai/free/en/papers/ormazabal-2024-reka-core-flash-edge-series/)** *(2024 · 42 citations)* The Reka Team presents three multimodal language models trained from scratch: Edge (7B, dense), Flash (21B, dense) and Core, the largest, whose training was still ongoing when the report was written. ## All works 5 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. [**RouteLLM: Learning to Route LLMs with Preference Data arXiv:2406.18665**Isaac Ong, Amjad Almahairi, Vincent Wu, et al.*2024 · 109 citations*](https://md.research.elamur.ai/free/en/papers/ong-2024-routellm-learning-route-llms-preference/) 2. [**Reka Core, Flash, and Edge: A Series of Powerful Multimodal Language Models arXiv:2404.12387**Reka Team: Aitor Ormazabal, Che Zheng, Cyprien de Masson d'Autume, et al.*2024 · 42 citations*](https://md.research.elamur.ai/free/en/papers/ormazabal-2024-reka-core-flash-edge-series/) 3. **[Tensor Trust: Interpretable Prompt Injection Attacks from an Online Game ↗](https://arxiv.org/abs/2311.01011) arXiv (Cornell University) · no summary yet**Sam Toyer et al.*2023 · 37 citations* 4. **[Exoshuffle: An Extensible Shuffle Architecture ↗](https://doi.org/10.1145/3603269.3604848) ACM SIGCOMM Conference (SIGCOMM) · no summary yet**Frank Sifei Luan et al.*2023 · 8 citations* 5. **[Exoshuffle-CloudSort ↗](https://arxiv.org/abs/2301.03734) arXiv (Cornell University) · no summary yet**Frank Sifei Luan et al.*2023 · 2 citations* ## Co-authors here 12 co-authors with a page, the most papers together first. - [Amjad Almahairi](https://md.research.elamur.ai/free/en/authors/amjad-almahairi/) - [Cyprien de Masson d'Autume](https://md.research.elamur.ai/free/en/authors/cyprien-de-masson-d-autume/) - [Dani Yogatama](https://md.research.elamur.ai/free/en/authors/dani-yogatama/) - [Donovan Ong](https://md.research.elamur.ai/free/en/authors/donovan-ong/) - [Eugenie Lamprecht](https://md.research.elamur.ai/free/en/authors/eugenie-lamprecht/) - [Hai Pham](https://md.research.elamur.ai/free/en/authors/hai-pham/) - [Ion Gabriel Stoica](https://md.research.elamur.ai/free/en/authors/ion-gabriel-stoica/) - [Joseph E. Gonzalez](https://md.research.elamur.ai/free/en/authors/joseph-e-gonzalez/) - [Kaloyan Aleksiev](https://md.research.elamur.ai/free/en/authors/kaloyan-aleksiev/) - [Lei Li](https://md.research.elamur.ai/free/en/authors/lei-li/) - [Tianhao Wu](https://md.research.elamur.ai/free/en/authors/tianhao-wu/) - [Wei-Lin Chiang](https://md.research.elamur.ai/free/en/authors/wei-lin-chiang/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - ACM SIGCOMM Conference (SIGCOMM) ## Cited by Papers of our library cite their works 175 times (of the 149,439 papers whose bibliographies we read); [55 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/isaac-ong/cited-by/). Updated 2 November 2026