Xiaoqi Ren

Xiaoqi Ren has 3 papers in our library, in 2024–2026, most of them on Language models & pretraining, Reasoning; often with Daniel Cer, Jinhyuk Lee, Guangya Wan.

3 papers in our library · 2024–2026

The profile is the library's match of the name; two people with one name are not always told apart.

Fields, topics and concepts

Of its works in our library, with the number of works on each.

The most cited first (OpenAlex and our library).

Gecko: Versatile Text Embeddings Distilled from Large Language Models (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.
Gemini Embedding: Generalizable Embeddings from 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…
COMPASS: Enhancing Agent Long-Horizon Reasoning with Evolving Context (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…

12 co-authors with a page, the most papers together first.

Where their works here were published, the most works first, with the editions of those that have a page.

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 →.

Updated 1 November 2026