--- title: "Xiaoqi Ren — author profile and papers — Elamur Research" description: "Xiaoqi Ren: 3 papers on Elamur Research (2024–2026), h-index 2 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/xiaoqi-ren/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/xiaoqi-ren/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Xiaoqi Ren # Xiaoqi Ren Xiaoqi Ren has 3 papers in our library, in 2024–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Daniel Cer](https://md.research.elamur.ai/free/en/authors/daniel-cer/), [Jinhyuk Lee](https://md.research.elamur.ai/free/en/authors/jinhyuk-lee/), [Guangya Wan](https://md.research.elamur.ai/free/en/authors/guangya-wan/). 3 papers in our library · 2024–2026 [OpenAlex](https://openalex.org/A5094302697) · [**h-index 2**](https://openalex.org/authors/A5094302697) · [2 works](https://openalex.org/works?filter=author.id:A5094302697) · [14 citations](https://openalex.org/works?filter=author.id:A5094302697&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/xiaoqi-ren/#papers) · [🔗 Cited 106 times in our library](https://md.research.elamur.ai/free/en/authors/xiaoqi-ren/cited-by/) · [⭐ Paper Stars ranking: #6552](https://md.research.elamur.ai/free/en/paper-stars/page/66/#star-6552) 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=Xiaoqi+Ren) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Xiaoqi+Ren) · [dblp](https://dblp.org/search?q=Xiaoqi+Ren) · [ACL Anthology](https://aclanthology.org/search/?q=Xiaoqi+Ren) ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 6 The field of science this work belongs to (OpenAlex fields).[Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Artificial Intelligence · 3 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/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/xiaoqi-ren/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/xiaoqi-ren/year/2025/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/xiaoqi-ren/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[Gecko: Versatile Text Embeddings Distilled from Large Language Models](https://md.research.elamur.ai/free/en/papers/lee-2024-gecko-versatile-text-embeddings-distilled/)** *(2024 · 74 citations)* General-purpose text embedding models need large, varied training data to work across many tasks, and human-labeled collections are costly and limited in coverage. 2. **[Gemini Embedding: Generalizable Embeddings from Gemini](https://md.research.elamur.ai/free/en/papers/lee-2025-gemini-embedding-generalizable-embeddings-gemini/)** *(2025 · 45 citations)* The paper presents Gemini Embedding, Google's general-purpose text embedding model. It aims to produce one set of vectors that works across many languages, code, and task types: classification, clustering, similarity, reranking, and retrieval. The encoder is a bidirectional transformer initialized from the Gemini… 3. **[COMPASS: Enhancing Agent Long-Horizon Reasoning with Evolving Context](https://md.research.elamur.ai/free/en/papers/wan-2026-compass-enhancing-agent-long-horizon/)** *(2026 · 1 citation)* LLM agents often fail on long-horizon tasks that need many chained tool calls. Small mistakes pile up, and as the history grows the agent misses key evidence, gets distracted, or stops too early instead of changing its plan. The authors argue that context management is the main obstacle. They propose COMPASS, a… ## Co-authors here 12 co-authors with a page, the most papers together first. - [Daniel Cer](https://md.research.elamur.ai/free/en/authors/daniel-cer/) ×2 - [Jinhyuk Lee](https://md.research.elamur.ai/free/en/authors/jinhyuk-lee/) ×2 - [Guangya Wan](https://md.research.elamur.ai/free/en/authors/guangya-wan/) - [Gustavo Hernandez Abrego](https://md.research.elamur.ai/free/en/authors/gustavo-hernandez-abrego/) - [Jeremy R. Cole](https://md.research.elamur.ai/free/en/authors/jeremy-r-cole/) - [Kai Hui](https://md.research.elamur.ai/free/en/authors/kai-hui/) - [Michael Boratko](https://md.research.elamur.ai/free/en/authors/michael-boratko/) - [Rujun Han](https://md.research.elamur.ai/free/en/authors/rujun-han/) - [Sheng Li](https://md.research.elamur.ai/free/en/authors/sheng-li/) - [Yi Luan](https://md.research.elamur.ai/free/en/authors/yi-luan/) - [Zhe Li](https://md.research.elamur.ai/free/en/authors/zhe-li/) - [Zhuyun Dai](https://md.research.elamur.ai/free/en/authors/zhuyun-dai/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/): [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) ## Cited by Papers of our library cite their works 106 times (of the 149,439 papers whose bibliographies we read); [29 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/xiaoqi-ren/cited-by/). Updated 1 November 2026