Attract me to Buy: Advertisement Copywriting Generation with Multimodal Multi-structured Information. - Zhipeng Zhang; Xinglin Hou; Kai Niu 002; Zhongzhen Huang; Tiezheng Ge; Yuning Jiang 001; Qi Wu 001; Peng Wang 015 (CoRR, 2022)

KiUT: Knowledge-injected U-Transformer for Radiology Report Generation. - Zhongzhen Huang; Xiaofan Zhang 002; Shaoting Zhang 001 (CVPR, 2023)

One for all: One-stage referring expression comprehension with dynamic reasoning. - Zhipeng Zhang; Zhimin Wei; Zhongzhen Huang; Rui Niu; Peng Wang (Neurocomputing, 2023)

ZePT: Zero-Shot Pan-Tumor Segmentation via Query-Disentangling and Self-Prompting. - Yankai Jiang 003; Zhongzhen Huang; Rongzhao Zhang; Xiaofan Zhang 002; Shaoting Zhang 001 (CVPR, 2024)

Modality-Aware and Shift Mixer for Multi-Modal Brain Tumor Segmentation. - Zhongzhen Huang; Linda Wei; Shaoting Zhang 001; Xiaofan Zhang 002 (ECAI, 2024)

CAT: Coordinating Anatomical-Textual Prompts for Multi-Organ and Tumor Segmentation. - Zhongzhen Huang; Yankai Jiang 003; Rongzhao Zhang; Shaoting Zhang 001; Xiaofan Zhang 002 (NeurIPS, 2024)

GuideGen: A Text-guided Framework for Joint CT Volume and Anatomical structure Generation. - Linrui Dai; Rongzhao Zhang; Zhongzhen Huang; Xiaofan Zhang 002 (CoRR, 2024)

Grounded Knowledge-Enhanced Medical VLP for Chest X-Ray. - Qiao Deng; Zhongzhen Huang; Yunqi Wang; Zhichuan Wang; Zhao Wang 006; Xiaofan Zhang 002; Qi Dou 001; Yeung Yu Hui; Edward S. Hui (CoRR, 2024)

Tool Calling: Enhancing Medication Consultation via Retrieval-Augmented Large Language Models. - Zhongzhen Huang; Kui Xue; Yongqi Fan; Linjie Mu; Ruoyu Liu; Tong Ruan; Shaoting Zhang 001; Xiaofan Zhang 002 (CoRR, 2024)

MMXU: A Multi-Modal and Multi-X-ray Understanding Dataset for Disease Progression. - Linjie Mu; Zhongzhen Huang; Shengqian Qin; Yakun Zhu; Shaoting Zhang 001; Xiaofan Zhang 002 (ACL (Findings), 2025)

O1 Replication Journey - Part 3: Inference-time Scaling for Medical Reasoning. - Zhongzhen Huang; Gui Geng; Shengyi Hua; Zhen Huang; Haoyang Zou; Shaoting Zhang 001; Pengfei Liu 003; Xiaofan Zhang 002 (CoRR, 2025)

Surgical Action Planning with Large Language Models. - Mengya Xu; Zhongzhen Huang; Jie Zhang; Xiaofan Zhang 002; Qi Dou 001 (CoRR, 2025)

DiagnosisArena: Benchmarking Diagnostic Reasoning for Large Language Models. - Yakun Zhu; Zhongzhen Huang; Linjie Mu; Yutong Huang; Wei Nie; Jiaji Liu; Shaoting Zhang 001; Pengfei Liu 003; Xiaofan Zhang 002 (CoRR, 2025)

Elicit and Enhance: Advancing Multimodal Reasoning in Medical Scenarios. - Linjie Mu; Zhongzhen Huang; Yakun Zhu; Xiangyu Zhao; Shaoting Zhang 001; Xiaofan Zhang 002 (CoRR, 2025)