Guangzhi Xiong

According to our database, Guangzhi Xiong authored at least 10 papers between 2021 and 2024.

Collaborative distances:

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

2024

ProtoNAM: Prototypical Neural Additive Models for Interpretable Deep Tabular Learning.

Guangzhi Xiong, Sanchit Sinha, Aidong Zhang

CoRR, 2024

Improving Retrieval-Augmented Generation in Medicine with Iterative Follow-up Questions.

Guangzhi Xiong, Qiao Jin, Xiao Wang, Minjia Zhang, Zhiyong Lu, Aidong Zhang

CoRR, 2024

MedCalc-Bench: Evaluating Large Language Models for Medical Calculations.

Nikhil Khandekar, Qiao Jin, Guangzhi Xiong, Soren Dunn, Serina S. Applebaum, Zain Anwar, Maame Sarfo-Gyamfi, Conrad W. Safranek, Abid A Anwar, Andrew Zhang, Aidan Gilson, Maxwell B. Singer, Amisha D. Dave, Andrew Taylor, Aidong Zhang, Qingyu Chen, Zhiyong Lu

CoRR, 2024

DeepGSEA: explainable deep gene set enrichment analysis for single-cell transcriptomic data.

Guangzhi Xiong, Nathan Leroy, Stefan Bekiranov, Nathan C. Sheffield, Aidong Zhang

Bioinform., 2024

CoLiDR: Concept Learning using Aggregated Disentangled Representations.

Sanchit Sinha, Guangzhi Xiong, Aidong Zhang

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

A Self-explaining Neural Architecture for Generalizable Concept Learning.

Sanchit Sinha, Guangzhi Xiong, Aidong Zhang

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Benchmarking Retrieval-Augmented Generation for Medicine.

Guangzhi Xiong, Qiao Jin, Zhiyong Lu, Aidong Zhang

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

ProtoCell4P: an explainable prototype-based neural network for patient classification using single-cell RNA-seq.

Guangzhi Xiong, Stefan Bekiranov, Aidong Zhang

Bioinform., August, 2023

Biomedical Question Answering: A Survey of Approaches and Challenges.

Qiao Jin, Zheng Yuan, Guangzhi Xiong, Qianlan Yu, Huaiyuan Ying, Chuanqi Tan, Mosha Chen, Songfang Huang, Xiaozhong Liu, Sheng Yu

ACM Comput. Surv., 2023

2021

Biomedical Question Answering: A Comprehensive Review.

Qiao Jin, Zheng Yuan, Guangzhi Xiong, Qianlan Yu, Chuanqi Tan, Mosha Chen, Songfang Huang, Xiaozhong Liu, Sheng Yu

CoRR, 2021