Yujun Yan

Computer Science · Physical Sciences

21h-index1.8kcitations73works1.62yr avg
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Research Topics

Advanced Graph Neural Networks(15), Advanced Photocatalysis Techniques(8), Adsorption and biosorption for pollutant removal(7), Pharmaceutical and Antibiotic Environmental Impacts(7), Topic Modeling(6)

Publications73 total

Agentic Reasoning for Large Language Models
arXiv (Cornell University)·2026Open Access
Agentic Reasoning for Large Language Models
ArXiv.org·2026Open Access
Seeing Through the Brain: New Insights from Decoding Visual Stimuli with fMRI
arXiv (Cornell University)·2025Open Access
GENUINE: Graph Enhanced Multi-level Uncertainty Estimation for Large Language Models
arXiv (Cornell University)·2025Open Access
Non-exchangeable Conformal Prediction for Temporal Graph Neural Networks
2025Open Access
Tackling Size Generalization of Graph Neural Networks on Biological Data from a Spectral Perspective
2025Open Access
Towards Agentic AI for Science: Hypothesis Generation, Comprehension, Quantification, and Validation
2025· 4 cited
Sources and health risk of metallic elements assessment: a study of a representative industrial city
Environmental Geochemistry and Health·2025
MindLLM: A Subject-Agnostic and Versatile Model for fMRI-to-Text Decoding
arXiv (Cornell University)·2025Open Access
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models
2025Open Access
GENUINE: Graph Enhanced Multi-level Uncertainty Estimation for Large Language Models
2025· 1 citedOpen Access
Exploring Consistency in Graph Representations:from Graph Kernels to Graph Neural Networks
arXiv (Cornell University)·2024Open Access
Application of the MOD-STL-Louvain Method for Community Detection in Manufacturing Industries: A Study on Electricity Consumption
2024
GraphScale: A Framework to Enable Machine Learning over Billion-node Graphs
2024· 1 citedOpen Access
How to evaluate your medical time series classification?
arXiv (Cornell University)·2024· 1 citedOpen Access
International Workers' Day: Consumption Patterns of Morphine, Codeine, and Methamphetamine in Urban and Rural Areas Based on Wastewater-Based Epidemiology
Environmental Toxicology and Chemistry·2024· 4 citedOpen Access
Biomass guided the formation of spherical catalysts for efficient photodegradation of tetracycline hydrochloride
Journal of Photochemistry and Photobiology A Chemistry·2024· 2 cited
Sharpness-diversity tradeoff: improving flat ensembles with SharpBalance
arXiv (Cornell University)·2024Open Access
Enhancing Size Generalization in Graph Neural Networks through Disentangled Representation Learning
arXiv (Cornell University)·2024· 1 citedOpen Access
Medformer: A Multi-Granularity Patching Transformer for Medical Time-Series Classification
arXiv (Cornell University)·2024· 16 citedOpen Access
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Frequent Co-authors

Danai Koutra(14), Zhansheng Wu(10), Jianjiang Lu(9), Yaoqing Yang(8), Zhilin Wu(7), Giancarlo Cravotto(7), Xinyu Ge(6), Milad Hashemi(5), Kevin Swersky(5), Fei Tian(5), Jiong Zhu(4), Mark Heimann(4), Jianjiang Lu(4), Jie Zhao(4), Haijun Zhao(4), Hongyu Dong(4), Wen Li(4), Lingxiao Zhao(3), Leman Akoglu(3), Yijin Qiu(3)