Cover Image

CellScientist: Dual-Space Hierarchical Orchestration for Closed-Loop Refinement of Virtual Cell Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Li, Mengran, Li, Bo, Wang, Jiaying, Xing, Wenbin, Dong, Yixuan, Zhang, Chengyang, Zhang, Hongliang, Peng, Yuzhong, Wu, Jinlin, Zhang, Bob, Ling, Bingo Wing-Kuen, Yang, Fuji, Lei, Zhen, Luo, Jiebo, Zang, Zelin
Format:	Preprint
Published:	2026
Subjects:	Machine Learning Software Engineering
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Learning Cell-Aware Hierarchical Multi-Modal Representations for Robust Molecular Modeling
by: Li, Mengran, et al.
Published: (2025)

The Dawn of Agentic EDA: A Survey of Autonomous Digital Chip Design
by: Zang, Zelin, et al.
Published: (2025)

MAT-Cell: A Multi-Agent Tree-Structured Reasoning Framework for Batch-Level Single-Cell Annotation
by: Yang, Yehui, et al.
Published: (2026)

Multi-models with averaging in feature domain for non-invasive blood glucose estimation
by: Wei, Yiting, et al.
Published: (2025)

A Medical Multimodal Diagnostic Framework Integrating Vision-Language Models and Logic Tree Reasoning
by: Zang, Zelin, et al.
Published: (2025)

Fusion of Various Optimization Based Feature Smoothing Methods for Wearable and Non-invasive Blood Glucose Estimation
by: Wei, Yiting, et al.
Published: (2025)

scHelix: Asymmetric Dual-Stream Integration via Explicit Gene-Level Disentanglement
by: Yan, Xichen, et al.
Published: (2026)

NeuroABench: A Multimodal Evaluation Benchmark for Neurosurgical Anatomy Identification
by: Song, Ziyang, et al.
Published: (2025)

PhenoProfiler: Advancing Phenotypic Learning for Image-based Drug Discovery
by: Li, Bo, et al.
Published: (2025)

Anatomy-R1: Enhancing Anatomy Reasoning in Multimodal Large Language Models via Anatomical Similarity Curriculum and Group Diversity Augmentation
by: Song, Ziyang, et al.
Published: (2025)

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification
by: InternAgent Team, et al.
Published: (2025)

Topological Defects Mediate Collective Transport of Confluent Cells
by: Zhang, Jiusi, et al.
Published: (2025)

Graph-level Protein Representation Learning by Structure Knowledge Refinement
by: Wang, Ge, et al.
Published: (2024)

Recycled Upgrading Hole Transport Material Advances Closed‐Loop Sustainable Perovskite Solar Cells
by: Xiangfei Song, et al.
Published: (2025)

MedLA: A Logic-Driven Multi-Agent Framework for Complex Medical Reasoning with Large Language Models
by: Ma, Siqi, et al.
Published: (2025)

From Literature to Lab: Closed-Loop Advancement of Perovskite Solar Cells via Domain Knowledge Guided LLM
by: Sun, Penglei, et al.
Published: (2026)

The Docking Game: Loop Self-Play for Fast, Dynamic, and Accurate Prediction of Flexible Protein-Ligand Binding
by: Zhang, Youzhi, et al.
Published: (2025)

Autonomous Agents for Scientific Discovery: Orchestrating Scientists, Language, Code, and Physics
by: Zhou, Lianhao, et al.
Published: (2025)

VisionDirector: Vision-Language Guided Closed-Loop Refinement for Generative Image Synthesis
by: Chu, Meng, et al.
Published: (2025)

Multifunctional Biomedical Devices with Closed‐Loop Systems for Precision Therapy
by: Yixuan Leng, et al.
Published: (2025)

CellScout: Visual Analytics for Mining Biomarkers in Cell State Discovery
by: Sheng, Rui, et al.
Published: (2025)

PCaM: A Progressive Focus Attention-Based Information Fusion Method for Improving Vision Transformer Domain Adaptation
by: Zang, Zelin, et al.
Published: (2025)

Closed-Loop Designed Open-Loop Control of Quantum Systems: An Error Analysis
by: Zhang, Shikun, et al.
Published: (2024)

Refinement Contrastive Learning of Cell-Gene Associations for Unsupervised Cell Type Identification
by: Peng, Liang, et al.
Published: (2025)

Automatic Method Illustration Generation for AI Scientific Papers via Drawing Middleware Creation, Evolution, and Orchestration
by: Li, Zhuoling, et al.
Published: (2026)

Letter to Editor Regarding “Simultaneous Resection Is Associated With Long‐Term Survival in Patients With High‐Risk Synchronous Rectal Cancer Liver Metastases”
by: Jinlin Zang, et al.
Published: (2026)

Departures: Distributional Transport for Single-Cell Perturbation Prediction with Neural Schrödinger Bridges
by: Chi, Changxi, et al.
Published: (2025)

MUSE: A Multi-agent Framework for Unconstrained Story Envisioning via Closed-Loop Cognitive Orchestration
by: Sun, Wenzhang, et al.
Published: (2026)

Agentic Verifier-in-the-Loop Solver Orchestration for Cell-Free Massive MIMO Downlink Power Control
by: Gao, Zhichao
Published: (2026)

ReCoVR: Closing the Loop in Interactive Composed Video Retrieval
by: Zhang, Bingqing, et al.
Published: (2026)

MOE-Enhanced Explanable Deep Manifold Transformation for Complex Data Embedding and Visualization
by: Zang, Zelin, et al.
Published: (2024)

A Review of BioTree Construction in the Context of Information Fusion: Priors, Methods, Applications and Trends
by: Zang, Zelin, et al.
Published: (2024)

Closed-Loop Stackelberg Strategy for Linear-Quadratic Leader-Follower Game
by: Li, Hongdan, et al.
Published: (2022)

FaceRefiner: High-Fidelity Facial Texture Refinement with Differentiable Rendering-based Style Transfer
by: Li, Chengyang, et al.
Published: (2026)

Parkin Acetylation–Mediated Mitophagy Orchestrates Periodontal Ligament Stem Cell Osteogenesis and Bone Regeneration During Ageing
by: Kehan Zhang, et al.
Published: (2025)

Artificial Flexible Closed‐Loop Tactile Systems
by: Jianfeng Gu, et al.
Published: (2025)

Open-Loop Planning, Closed-Loop Verification: Speculative Verification for VLA
by: Wang, Zihua, et al.
Published: (2026)

Certificate-Driven Closed-Loop Multi-Agent Path Finding with Inheritable Factorization
by: Li, Jiarui, et al.
Published: (2026)

ETS1‐Driven Nucleolar Stress Orchestrates OLR1+ Macrophage Crosstalk to Sustain Immunosuppressive Microenvironment in Clear Cell Renal Cell Carcinoma
by: Lei Xiao, et al.
Published: (2025)

The Mesoscopic Partition Function:A Combined Spatial and Phase-Space Cell Structure
by: Osano, Bob
Published: (2026)