Guanchen Wu

According to our database, Guanchen Wu authored at least 10 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

EHRBench: An Automated and Reliable EHR-based Benchmark for Clinical Decision Making with LLMs.

Yuzhang Xie, Keqi Han, Yunpeng Xiao, Hejie Cui, Guanchen Wu, Ziyang Zhang, Kai Shu, Jiaying Lu, Xiao Hu, Carl Yang

CoRR, May, 2026

MIRAGE: Knowledge Graph-Guided Cross-Cohort MRI Synthesis for Alzheimer's Disease Prediction.

Guanchen Wu, Zhe Huang, Yuzhang Xie, Runze Yan, Akul Chopra, Deqiang Qiu, Xiao Hu, Fei Wang, Carl Yang

CoRR, March, 2026

EpiQAL: Benchmarking Large Language Models in Epidemiological Question Answering for Enhanced Alignment and Reasoning.

Mingyang Wei, Dehai Min, Zewen Liu, Yuzhang Xie, Guanchen Wu, Carl Yang, Max S. Y. Lau, Qi He, Lu Cheng, Wei Jin

CoRR, January, 2026

2025

Towards Automatic Evaluation and Selection of PHI De-identification Models via Multi-Agent Collaboration.

Guanchen Wu, Zuhui Chen, Yuzhang Xie, Carl Yang

CoRR, October, 2025

Efficient Packet Routing for Large-Scale LEO Satellite Networks: A Pareto-Optimal MARL Approach With Queueing Theory.

Shuyang Li, Guanchen Wu, Qiang Wu, Ran Wang, Hongke Zhang

IEEE Internet Things J., 2025

Large Language Model Empowered Privacy-Protected Framework for PHI Annotation in Clinical Notes.

Guanchen Wu, Linzhi Zheng, Han Xie, Zhen Xiang, Jiaying Lu, Darren Liu, Delgersuren Bold, Bo Li, Xiao Hu, Carl Yang

Proceedings of the MEDINFO 2025 - Healthcare Smart × Medicine Deep, 2025

Utilizing Large Language Models for Zero-Shot Medical Ontology Extension from Clinical Notes.

Guanchen Wu, Yuzhang Xie, Huanwei Wu, Zhe He, Hui Shao, Xiao Hu, Carl Yang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

GraphNarrator: Generating Textual Explanations for Graph Neural Networks.

Bo Pan, Zhen Xiong, Guanchen Wu, Zheng Zhang, Yifei Zhang, Yuntong Hu, Liang Zhao

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Ontology extension by online clustering with large language model agents.

Guanchen Wu, Chen Ling, Ilana Graetz, Liang Zhao

Frontiers Big Data, 2024

TAGExplainer: Narrating Graph Explanations for Text-Attributed Graph Learning Models.

Bo Pan, Zhen Xiong, Guanchen Wu, Zheng Zhang, Yifei Zhang, Liang Zhao

CoRR, 2024