:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Huang, Zhongzhen, Geng, Gui, Hua, Shengyi, Huang, Zhen, Zou, Haoyang, Zhang, Shaoting, Liu, Pengfei, Zhang, Xiaofan
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	https://arxiv.org/abs/2501.06458
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Elicit and Enhance: Advancing Multimodal Reasoning in Medical Scenarios
by: Huang, Zhongzhen, et al.
Published: (2025)

O1 Replication Journey: A Strategic Progress Report -- Part 1
by: Qin, Yiwei, et al.
Published: (2024)

DiagnosisArena: Benchmarking Diagnostic Reasoning for Large Language Models
by: Zhu, Yakun, et al.
Published: (2025)

O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?
by: Huang, Zhen, et al.
Published: (2024)

Tool Calling: Enhancing Medication Consultation via Retrieval-Augmented Large Language Models
by: Huang, Zhongzhen, et al.
Published: (2024)

CURE: A Multimodal Benchmark for Clinical Understanding and Retrieval Evaluation
by: Gu, Yannian, et al.
Published: (2026)

MedCEG: Reinforcing Verifiable Medical Reasoning with Critical Evidence Graph
by: Mu, Linjie, et al.
Published: (2025)

Modality-Aware and Shift Mixer for Multi-modal Brain Tumor Segmentation
by: Huang, Zhongzhen, et al.
Published: (2024)

MedMCP-Calc: Benchmarking LLMs for Realistic Medical Calculator Scenarios via MCP Integration
by: Zhu, Yakun, et al.
Published: (2026)

EHRWorld: A Patient-Centric Medical World Model for Long-Horizon Clinical Trajectories
by: Mu, Linjie, et al.
Published: (2026)

Surgical Action Planning with Large Language Models
by: Xu, Mengya, et al.
Published: (2025)

DeReStainer: H&E to IHC Pathological Image Translation via Decoupled Staining Channels
by: Wei, Linda, et al.
Published: (2024)

ZePT: Zero-Shot Pan-Tumor Segmentation via Query-Disentangling and Self-Prompting
by: Jiang, Yankai, et al.
Published: (2023)

CAT: Coordinating Anatomical-Textual Prompts for Multi-Organ and Tumor Segmentation
by: Huang, Zhongzhen, et al.
Published: (2024)

Radiologist Copilot: An Agentic Framework Orchestrating Specialized Tools for Reliable Radiology Reporting
by: Yu, Yongrui, et al.
Published: (2025)

Human-AI Co-reasoning for Clinical Diagnosis with Evidence-Integrated Language Agent
by: Huang, Zhongzhen, et al.
Published: (2026)

ToRL: Scaling Tool-Integrated RL
by: Li, Xuefeng, et al.
Published: (2025)

LIMR: Less is More for RL Scaling
by: Li, Xuefeng, et al.
Published: (2025)

MedOdyssey: A Medical Domain Benchmark for Long Context Evaluation Up to 200K Tokens
by: Fan, Yongqi, et al.
Published: (2024)

MMXU: A Multi-Modal and Multi-X-ray Understanding Dataset for Disease Progression
by: Mu, Linjie, et al.
Published: (2025)

MeNTi: Bridging Medical Calculator and LLM Agent with Nested Tool Calling
by: Zhu, Yakun, et al.
Published: (2024)

SAP-Bench: Benchmarking Multimodal Large Language Models in Surgical Action Planning
by: Xu, Mengya, et al.
Published: (2025)

CT-Flow: Orchestrating CT Interpretation Workflow with Model Context Protocol Servers
by: Gu, Yannian, et al.
Published: (2026)

UCAgents: Unidirectional Convergence for Visual Evidence Anchored Multi-Agent Medical Decision-Making
by: Feng, Qianhan, et al.
Published: (2025)

CP-Env: Evaluating Large Language Models on Clinical Pathways in a Controllable Hospital Environment
by: Zhu, Yakun, et al.
Published: (2025)

MedBench: A Comprehensive, Standardized, and Reliable Benchmarking System for Evaluating Chinese Medical Large Language Models
by: Liu, Mianxin, et al.
Published: (2024)

PathFound: An Agentic Multimodal Model Activating Evidence-seeking Pathological Diagnosis
by: Hua, Shengyi, et al.
Published: (2025)

Part I: Tricks or Traps? A Deep Dive into RL for LLM Reasoning
by: Liu, Zihe, et al.
Published: (2025)

ReasoningGuard: Safeguarding Large Reasoning Models with Inference-time Safety Aha Moments
by: Wang, Yuquan, et al.
Published: (2025)

LIMO: Less is More for Reasoning
by: Ye, Yixin, et al.
Published: (2025)

Towards Inference-time Scaling for Continuous Space Reasoning
by: Wang, Minghan, et al.
Published: (2025)

OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI
by: Huang, Zhen, et al.
Published: (2024)

Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based Inference
by: Chen, Zhuo, et al.
Published: (2025)

MedDiff-FM: A Diffusion-based Foundation Model for Versatile Medical Image Applications
by: Yu, Yongrui, et al.
Published: (2024)

LAMMI-Pathology: A Tool-Centric Bottom-Up LVLM-Agent Framework for Molecularly Informed Medical Intelligence in Pathology
by: Su, Haoyang, et al.
Published: (2026)

LIMOPro: Reasoning Refinement for Efficient and Effective Test-time Scaling
by: Xiao, Yang, et al.
Published: (2025)

RadarPLM: Adapting Pre-trained Language Models for Marine Radar Target Detection by Selective Fine-tuning
by: Hu, Qiying, et al.
Published: (2025)

MAPO: Advancing Multilingual Reasoning through Multilingual Alignment-as-Preference Optimization
by: She, Shuaijie, et al.
Published: (2024)

m1: Unleash the Potential of Test-Time Scaling for Medical Reasoning with Large Language Models
by: Huang, Xiaoke, et al.
Published: (2025)

Data Darwinism Part I: Unlocking the Value of Scientific Data for Pre-training
by: Qin, Yiwei, et al.
Published: (2026)