Cover Image

Cell-o1: Training LLMs to Solve Single-Cell Reasoning Puzzles with Reinforcement Learning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Fang, Yin, Jin, Qiao, Xiong, Guangzhi, Jin, Bowen, Zhong, Xianrui, Ouyang, Siru, Zhang, Aidong, Han, Jiawei, Lu, Zhiyong
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Artificial Intelligence Computational Engineering, Finance, and Science Human-Computer Interaction Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

ChatCell: Facilitating Single-Cell Analysis with Natural Language
by: Fang, Yin, et al.
Published: (2024)

Benchmarking Retrieval-Augmented Generation for Chemistry
by: Zhong, Xianrui, et al.
Published: (2025)

A Multi-Modal AI Copilot for Single-Cell Analysis with Instruction Following
by: Fang, Yin, et al.
Published: (2025)

Rethinking Visual Attribution for Chest X-ray Reasoning in Large Vision Language Models
by: Xiong, Guangzhi, et al.
Published: (2026)

Benchmarking Retrieval-Augmented Generation for Medicine
by: Xiong, Guangzhi, et al.
Published: (2024)

Evaluating Large Language Models (LLMs) in Financial NLP: A Comparative Study on Financial Report Analysis
by: Mohsin, Md Talha
Published: (2025)

Humans and Large Language Models in Clinical Decision Support: A Study with Medical Calculators
by: Wan, Nicholas, et al.
Published: (2024)

Immersive Technologies in Training and Healthcare: From Space Missions to Psychophysiological Research
by: Karpowicz, Barbara, et al.
Published: (2025)

Toward Engineering AGI: Benchmarking the Engineering Design Capabilities of LLMs
by: Guo, Xingang, et al.
Published: (2025)

Implementation of Augmented Reality as an Educational Tool for Practice in Early Childhood
by: Uriawan, Wisnu, et al.
Published: (2025)

Large Language Models (LLMs) as Traffic Control Systems at Urban Intersections: A New Paradigm
by: Masri, Sari, et al.
Published: (2024)

IdeaBench: Benchmarking Large Language Models for Research Idea Generation
by: Guo, Sikun, et al.
Published: (2024)

Gearshift Fellowship: A Next-Generation Neurocomputational Game Platform to Model and Train Human-AI Adaptability
by: Ging-Jehli, Nadja R., et al.
Published: (2025)

Design and Evaluation of Crowd-sourcing Platforms Based on Users Confidence Judgments
by: Ahmadabadi, Samin Nili, et al.
Published: (2022)

CoQuest: Exploring Research Question Co-Creation with an LLM-based Agent
by: Liu, Yiren, et al.
Published: (2023)

An Exploration of Effects of Dark Mode on University Students: A Human Computer Interface Analysis
by: Shrestha, Awan, et al.
Published: (2024)

From Sustainable Materials to User-Centered Sustainability: Material Experience in Art Healing
by: Zhang, Yuxin, et al.
Published: (2026)

Customized FinGPT Search Agents Using Foundation Models
by: Tian, Felix, et al.
Published: (2024)

Contact Sensors to Remote Cameras: Quantifying Cardiorespiratory Coupling in High-Altitude Exercise Recovery
by: Tang, Jiankai, et al.
Published: (2025)

EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework
by: Shi, Yao, et al.
Published: (2025)

Optimising task allocation to balance business goals and worker well-being for financial service workforces
by: Duckworth, Chris, et al.
Published: (2025)

A Systematic Analysis of Declining Medical Safety Messaging in Generative AI Models
by: Sharma, Sonali, et al.
Published: (2025)

The Conversational Exam: A Scalable Assessment Design for the AI Era
by: Barba, Lorena A., et al.
Published: (2026)

BiTSA: Leveraging Time Series Foundation Model for Building Energy Analytics
by: Lin, Xiachong, et al.
Published: (2024)

Responsible LLM Deployment for High-Stake Decisions by Decentralized Technologies and Human-AI Interactions
by: Sachan, Swati, et al.
Published: (2025)

TxSum: User-Centered Ethereum Transaction Understanding with Micro-Level Semantic Grounding
by: Peng, Zifan, et al.
Published: (2025)

Will LLMs be Professional at Fund Investment? DeepFund: A Live Arena Perspective
by: Li, Changlun, et al.
Published: (2025)

A Data Science Pipeline for Algorithmic Trading: A Comparative Study of Applications for Finance and Cryptoeconomics
by: Zhang, Luyao, et al.
Published: (2022)

Validation of AI-Based 3D Human Pose Estimation in a Cyber-Physical Environment
by: Otto, Lisa Marie, et al.
Published: (2025)

Dynamic Learning and Productivity for Data Analysts: A Bayesian Hidden Markov Model Perspective
by: Yin, Yue
Published: (2025)

ALFEE: Adaptive Large Foundation Model for EEG Representation
by: Xiong, Wei, et al.
Published: (2025)

Cell-JEPA: Latent Representation Learning for Single-Cell Transcriptomics
by: ElSheikh, Ali, et al.
Published: (2026)

The Right Tool for the Job: Matching Active Learning Techniques to Learning Objectives
by: Jacobson, Sarah A., et al.
Published: (2022)

Evaluatology: The Science and Engineering of Evaluation
by: Zhan, Jianfeng, et al.
Published: (2024)

Improving Retrieval-Augmented Generation in Medicine with Iterative Follow-up Questions
by: Xiong, Guangzhi, et al.
Published: (2024)

Auditing and Controlling AI Agent Actions in Spreadsheets
by: Sabouri, Sadra, et al.
Published: (2026)

Agora: Teaching the Skill of Consensus-Finding with AI Personas Grounded in Human Voice
by: Ravi, Prerna, et al.
Published: (2026)

DefectTwin: When LLM Meets Digital Twin for Railway Defect Inspection
by: Ferdousi, Rahatara, et al.
Published: (2024)

A multimodal dataset of photoplethysmography and continuous behavioral responses to ASMR and nature videos
by: Das, Tushar, et al.
Published: (2026)

Human-Precision Medicine Interaction: Public Perceptions of Polygenic Risk Score for Genetic Health Prediction
by: Sun, Yuhao, et al.
Published: (2025)