Zhijie Bao — accepted AI-conference papers

2026

CellAgent: LLM-Driven Multi-Agent Framework for Natural Language-Based Single-Cell Analysis

Yihang Xiao, Jinyi Liu, YAN ZHENG, Shaoqing Jiao, Jianye HAO, Xiaohan Xie +9

ICLR 2026poster

Single-cell RNA sequencing (scRNA-seq) and spatial transcriptomics (ST) data analysis are pivotal for advancing biological research, enabling precise characterization of cellular heterogeneity. However, existing analysis approaches require extensive manual programming and complex tool integration, p…

Cited by 0 Source ↗code ↗Scholar ↗

2025

SFMSS: Service Flow aware Medical Scenario Simulation for Conversational Data Generation

Zhijie Bao, Qingyun Liu, Xuanjing Huang, Zhongyu Wei

NAACL 2025findings

Medical-specific Large Language Models (LLMs) have demonstrated impressive performance on medical-related exams and tasks. Despite their success in single-turn question and answering, instruction-tuned LLMs often falter in real-world healthcare applications, highlighting a disconnect between existin…

Cited by 0 Source ↗PDF ↗code ↗Scholar ↗