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Siyuan Guo

2 papers hereh-index 397 citations12 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author1

Across the 1 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG2
same name
  • Siyuan Guo — 6 papers, h 7
  • Siyuan Guo — 3 papers
  • Siyuan Guo — 3 papers, h 9
  • Siyuan Guo — 1 paper
  • Siyuan Guo — 1 paper
  • Siyuan Guo — 1 paper, h 3

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedMemento: Fine-tuning LLM Agents without Fine-tuning LLMs

2 citations · 3 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2026★ 1 cited

Using Large Language Models to Detect Socially Shared Regulation of Collaborative Learning

Jiayi Zhang, Conrad Borchers, Clayton Cohn +7

The field of learning analytics has made notable strides in automating the detection of complex learning processes in multimodal data. However, most advancements have focused on in…

cs.LG2025★ 2 cited

Memento: Fine-tuning LLM Agents without Fine-tuning LLMs

Huichi Zhou, Yihang Chen, Siyuan Guo +8

In this paper, we introduce a novel learning paradigm for Adaptive Large Language Model (LLM) agents that eliminates the need for fine-tuning the underlying LLMs. Existing approach…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.