ResearchAlpha Leak

Conferences Topics Top Authors Rankings Browse All

Home/Authors/Siyuan Guo

Siyuan Guo

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 3:11 AM AMS

6

papers

174

total citations

papers (6)

DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning

Causal de Finetti: On the Identification of Invariant Causal Structure in Exchangeable Data

NEURIPS 2023arXiv

Identifiable Exchangeable Mechanisms for Causal Structure and Representation Learning

Do-PFN: In-Context Learning for Causal Effect Estimation

NEURIPS 2025arXiv

Learning Generalizable Agents via Saliency-guided Features Decorrelation

NEURIPS 2023arXiv

Out-of-Variable Generalisation for Discriminative Models