Zhongzhen Huang

31 papers A* 3A 1Journal 25Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CT-Flow: Orchestrating CT Interpretation Workflow with Model Context Protocol Servers. CoRR Yannian Gu, Xizhuo Zhang, Linjie Mu, Yongrui Yu, Zhongzhen Huang, Shaoting Zhang, Xiaofan Zhang
2026	J	`jnl`	CURE: A Multimodal Benchmark for Clinical Understanding and Retrieval Evaluation. CoRR Yannian Gu, Zhongzhen Huang, Linjie Mu, Xizhuo Zhang, Shaoting Zhang, Xiaofan Zhang
2026	J	`jnl`	EHRWorld: A Patient-Centric Medical World Model for Long-Horizon Clinical Trajectories. CoRR Linjie Mu, Zhongzhen Huang, Yannian Gu, Shengqian Qin, Shaoting Zhang, Xiaofan Zhang
2026	J	`jnl`	Grounded knowledge-enhanced medical vision-language pre-training for chest X-ray. Biomed. Signal Process. Control. Qiao Deng, Zhongzhen Huang, Yunqi Wang, Zhichuan Wang, Zhao Wang, Xiaofan Zhang, Qi Dou, Yeung Yu Hui, Edward S. Hui
2026	J	`jnl`	MedMCP-Calc: Benchmarking LLMs for Realistic Medical Calculator Scenarios via MCP Integration. CoRR Yakun Zhu, Yutong Huang, Shengqian Qin, Zhongzhen Huang, Shaoting Zhang, Xiaofan Zhang
2025	J	`jnl`	CP-Env: Evaluating Large Language Models on Clinical Pathways in a Controllable Hospital Environment. CoRR Yakun Zhu, Zhongzhen Huang, Qianhan Feng, Linjie Mu, Yannian Gu, Shaoting Zhang, Qi Dou, Xiaofan Zhang
2025	J	`jnl`	DiagnosisArena: Benchmarking Diagnostic Reasoning for Large Language Models. CoRR Yakun Zhu, Zhongzhen Huang, Linjie Mu, Yutong Huang, Wei Nie, Jiaji Liu, Shaoting Zhang, Pengfei Liu, Xiaofan Zhang
2025	J	`jnl`	Elicit and Enhance: Advancing Multimodal Reasoning in Medical Scenarios. CoRR Linjie Mu, Zhongzhen Huang, Yakun Zhu, Xiangyu Zhao, Shaoting Zhang, Xiaofan Zhang
2025	—	`conf`	MMXU: A Multi-Modal and Multi-X-ray Understanding Dataset for Disease Progression. ACL (Findings) Linjie Mu, Zhongzhen Huang, Shengqian Qin, Yakun Zhu, Shaoting Zhang, Xiaofan Zhang
2025	J	`jnl`	MMXU: A Multi-Modal and Multi-X-ray Understanding Dataset for Disease Progression. CoRR Linjie Mu, Zhongzhen Huang, Shengqian Qin, Yakun Zhu, Shaoting Zhang, Xiaofan Zhang
2025	J	`jnl`	MedCEG: Reinforcing Verifiable Medical Reasoning with Critical Evidence Graph. CoRR Linjie Mu, Yannian Gu, Zhongzhen Huang, Yakun Zhu, Shaoting Zhang, Xiaofan Zhang
2025	J	`jnl`	O1 Replication Journey - Part 3: Inference-time Scaling for Medical Reasoning. CoRR Zhongzhen Huang, Gui Geng, Shengyi Hua, Zhen Huang, Haoyang Zou, Shaoting Zhang, Pengfei Liu, Xiaofan Zhang
2025	J	`jnl`	PathFound: An Agentic Multimodal Model Activating Evidence-seeking Pathological Diagnosis. CoRR Shengyi Hua, Jianfeng Wu, Tianle Shen, Kangzhe Hu, Zhongzhen Huang, Shujuan Ni, Zhihong Zhang, Yuan Li, Zhe Wang, Xiaofan Zhang
2025	J	`jnl`	Radiologist Copilot: An Agentic Assistant with Orchestrated Tools for Radiology Reporting with Quality Control. CoRR Yongrui Yu, Zhongzhen Huang, Linjie Mu, Shaoting Zhang, Xiaofan Zhang
2025	—	`conf`	Surgical Action Planning with Large Language Models. MICCAI (9) Mengya Xu, Zhongzhen Huang, Jie Zhang, Xiaofan Zhang, Qi Dou
2025	J	`jnl`	Surgical Action Planning with Large Language Models. CoRR Mengya Xu, Zhongzhen Huang, Jie Zhang, Xiaofan Zhang, Qi Dou
2025	J	`jnl`	UCAgents: Unidirectional Convergence for Visual Evidence Anchored Multi-Agent Medical Decision-Making. CoRR Qianhan Feng, Zhongzhen Huang, Yakun Zhu, Xiaofan Zhang, Qi Dou
2024	A*	`conf`	CAT: Coordinating Anatomical-Textual Prompts for Multi-Organ and Tumor Segmentation. NeurIPS Zhongzhen Huang, Yankai Jiang, Rongzhao Zhang, Shaoting Zhang, Xiaofan Zhang
2024	J	`jnl`	CAT: Coordinating Anatomical-Textual Prompts for Multi-Organ and Tumor Segmentation. CoRR Zhongzhen Huang, Yankai Jiang, Rongzhao Zhang, Shaoting Zhang, Xiaofan Zhang
2024	J	`jnl`	Grounded Knowledge-Enhanced Medical VLP for Chest X-Ray. CoRR Qiao Deng, Zhongzhen Huang, Yunqi Wang, Zhichuan Wang, Zhao Wang, Xiaofan Zhang, Qi Dou, Yeung Yu Hui, Edward S. Hui
2024	J	`jnl`	GuideGen: A Text-guided Framework for Joint CT Volume and Anatomical structure Generation. CoRR Linrui Dai, Rongzhao Zhang, Zhongzhen Huang, Xiaofan Zhang
2024	A	`conf`	Modality-Aware and Shift Mixer for Multi-Modal Brain Tumor Segmentation. ECAI Zhongzhen Huang, Linda Wei, Shaoting Zhang, Xiaofan Zhang
2024	J	`jnl`	Modality-Aware and Shift Mixer for Multi-modal Brain Tumor Segmentation. CoRR Zhongzhen Huang, Linda Wei, Shaoting Zhang, Xiaofan Zhang
2024	J	`jnl`	Tool Calling: Enhancing Medication Consultation via Retrieval-Augmented Large Language Models. CoRR Zhongzhen Huang, Kui Xue, Yongqi Fan, Linjie Mu, Ruoyu Liu, Tong Ruan, Shaoting Zhang, Xiaofan Zhang
2024	A*	`conf`	ZePT: Zero-Shot Pan-Tumor Segmentation via Query-Disentangling and Self-Prompting. CVPR Yankai Jiang, Zhongzhen Huang, Rongzhao Zhang, Xiaofan Zhang, Shaoting Zhang
2023	A*	`conf`	KiUT: Knowledge-injected U-Transformer for Radiology Report Generation. CVPR Zhongzhen Huang, Xiaofan Zhang, Shaoting Zhang
2023	J	`jnl`	KiUT: Knowledge-injected U-Transformer for Radiology Report Generation. CoRR Zhongzhen Huang, Xiaofan Zhang, Shaoting Zhang
2023	J	`jnl`	One for all: One-stage referring expression comprehension with dynamic reasoning. Neurocomputing Zhipeng Zhang, Zhimin Wei, Zhongzhen Huang, Rui Niu, Peng Wang
2023	J	`jnl`	ZePT: Zero-Shot Pan-Tumor Segmentation via Query-Disentangling and Self-Prompting. CoRR Yankai Jiang, Zhongzhen Huang, Rongzhao Zhang, Xiaofan Zhang, Shaoting Zhang
2022	J	`jnl`	Attract me to Buy: Advertisement Copywriting Generation with Multimodal Multi-structured Information. CoRR Zhipeng Zhang, Xinglin Hou, Kai Niu, Zhongzhen Huang, Tiezheng Ge, Yuning Jiang, Qi Wu, Peng Wang
2022	J	`jnl`	One for All: One-stage Referring Expression Comprehension with Dynamic Reasoning. CoRR Zhipeng Zhang, Zhimin Wei, Zhongzhen Huang, Rui Niu, Peng Wang