5 papers
Positioning manuscripts in the scientific landscape with agentic AI
Jiawen Chen, Zichen Zhang, Bingxuan Li +7
Publishing a research manuscript is a routine yet demanding part of scientific life: time-consuming, stressful, and often uncertain in outcome. Recent advances in large language mo…
BioInsight: Multi-Agent Orchestration for Interactive Biomedical Knowledge Discovery
Jieyi Wang, Bingxuan Li, Nanyi Jiang +9
Biomedical deep-research systems increasingly retrieve and synthesize scientific evidence, but their outputs typically collapse heterogeneous evidence into static text, making prov…
Multi-Turn Agentic Scientific Literature Search via Workflow Induction
Jisen Li, Bingxuan Li, Nanyi Jiang +10
Scientific literature search often requires more than retrieving papers from a single query: users' intents are underspecified, preference-dependent, and evolve through interaction…
Statistical Proof as a Window into Human-AI Collaboration: Practical Insights and a Community Agenda
Xiaojing Sun, Huayu Tang, Buxin Su +4
Large language models (LLMs) are increasingly woven into expert cognitive work in daily research, yet we know little about how human expertise should adapt when an AI system can ex…
The Exact Risks of Reference Panel-based Regularized Estimators
Buxin Su, Qiang Sun, Xiaochen Yang +1
Reference panel-based estimators have become widely used in genetic prediction of complex traits due to their ability to address data privacy concerns and reduce computational and…