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Author

Guochen Yan

Observed name: Yan, Guochen
ORCID: 0009-0004-5941-1311
Observed ORCID: 0009-0004-5941-1311
OpenAlex ID: A5035913162
OpenFGL: A Comprehensive Benchmark for Federated Graph Learning
2025 · Xunkai Li, Yinlin Zhu, et al. · Proceedings of the VLDB Endowment · 43
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FedVCK: Non-IID Robust and Communication-Efficient Federated Learning via Valuable Condensed Knowledge for Medical Image Analysis
2025 · Guochen Yan, Luyuan Xie, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 21
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dFLMoE: Decentralized Federated Learning via Mixture of Experts for Medical Data Analysis
2025 · Luyuan Xie, Tianyu Luan, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 10
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A Comprehensive Data-centric Overview of Federated Graph Learning
2025 · Wu, Zhengyu, Li, Xunkai, et al. · arXiv (Cornell University) · 9
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Personalized One-shot Federated Graph Learning for Heterogeneous Clients
2024 · Yan, Guochen, Li, Xunkai, et al. · arXiv (Cornell University) · 4
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FedSRD: Sparsify-Reconstruct-Decompose for Communication-Efficient Federated Large Language Models Fine-Tuning
2026 · Guochen Yan, Luyuan Xie, et al. · International World Wide Web Conference (WWW) · 2
TrajLong: Co-Designing Agentic and Long-Context Supervision for Mid-Training
2026 · Peng, Miao, Zhang, Qintong, et al. · arXiv (Cornell University) · 1
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NPA: Improving Large-scale Graph Neural Networks with Non-parametric Attention
2024 · Wentao Zhang, Guochen Yan, et al. · ACM SIGMOD International Conference on Management of Data (SIGMOD) · 1
Predicting the causes of unplanned reoperations using an AI-based multimodal system: a multicentre, multidepartmental study based on EMRs
2026 · Luyuan Xie, Congpu Zhao, et al. · BMJ Digital Health & AI
Works count: 10
Citation count: 91
H-index: 4
I10-index: 3
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