Huahui Yi

According to our database, Huahui Yi authored at least 25 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Large Vision-Language Models Get Lost in Attention.

Gongli Xi, Ye Tian, Mengyu Yang, Huahui Yi, Liang Lin, Xiaoshuai Hao, Kun Wang, Wendong Wang

CoRR, May, 2026

SaFeR-Steer: Evolving Multi-Turn MLLMs via Synthetic Bootstrapping and Feedback Dynamics.

Haolong Hu, Hanyu Li, Tiancheng He, Huahui Yi, An Zhang, Qiankun Li, Kun Wang, Yang Liu, Zhigang Zeng

CoRR, April, 2026

SaFeR-ToolKit: Structured Reasoning via Virtual Tool Calling for Multimodal Safety.

Zixuan Xu, Tiancheng He, Huahui Yi, Kun Wang, Xi Chen, Gongli Xi, Qiankun Li, Kang Li, Yang Liu, Zhigang Zeng

CoRR, March, 2026

Improving Medical Visual Reinforcement Fine-Tuning via Perception and Reasoning Augmentation.

Guangjing Yang, ZhangYuan Yu, Ziyuan Qin, Xinyuan Song, Huahui Yi, Qingbo Kang, Jun Gao, Yiyue Li, Chenlin Du, Qicheng Lao

CoRR, February, 2026

ClueTracer: Question-to-Vision Clue Tracing for Training-Free Hallucination Suppression in Multimodal Reasoning.

Gongli Xi, Kun Wang, Zeming Gao, Huahui Yi, Haolang Lu, Ye Tian, Wendong Wang

CoRR, February, 2026

RareAlert: Aligning heterogeneous large language model reasoning for early rare disease risk screening.

Xi Chen, Hongru Zhou, Huahui Yi, Shiyu Feng, Hanyu Zhou, Tiancheng He, Mingke You, Li Wang, Qiankun Li, Kun Wang, Weili Fu, Kang Li, Jian Li

CoRR, January, 2026

Evaluating the Diagnostic Classification Ability of Multimodal Large Language Models: Insights from the Osteoarthritis Initiative.

Li Wang, Xi Chen, XiangWen Deng, Huahui Yi, Zekun Jiang, Kang Li, Jian Li

CoRR, January, 2026

2025

SaFeR-VLM: Toward Safety-aware Fine-grained Reasoning in Multimodal Models.

Huahui Yi, Kun Wang, Qiankun Li, Miao Yu, Liang Lin, Gongli Xi, Hao Wu, Xuming Hu, Kang Li, Yang Liu

CoRR, October, 2025

OrthAlign: Orthogonal Subspace Decomposition for Non-Interfering Multi-Objective Alignment.

Liang Lin, Zhihao Xu, Junhao Dong, Jian Zhao, Yuchen Yuan, Guibin Zhang, Miao Yu, Yiming Zhang, Zhengtao Yao, Huahui Yi, Dongrui Liu, Xinfeng Li, Kun Wang

CoRR, September, 2025

Guiding Medical Vision-Language Models with Explicit Visual Prompts: Framework Design and Comprehensive Exploration of Prompt Variations.

Kangyu Zhu, Ziyuan Qin, Huahui Yi, Zekun Jiang, Qicheng Lao, Shaoting Zhang, Kang Li

CoRR, January, 2025

Enhancing diagnostic capability with multi-agents conversational large language models.

Xi Chen, Huahui Yi, Mingke You, Weizhi Liu, Li Wang, Hairui Li, Xue Zhang, Yingman Guo, Lei Fan, Gang Chen, Qicheng Lao, Weili Fu, Kang Li, Jian Li

npj Digit. Medicine, 2025

Guiding Medical Vision-Language Models with Diverse Visual Prompts: Framework Design and Comprehensive Exploration of Prompt Variations.

Kangyu Zhu, Ziyuan Qin, Huahui Yi, Zekun Jiang, Qicheng Lao, Shaoting Zhang, Kang Li

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

iDPA: Instance Decoupled Prompt Attention for Incremental Medical Object Detection.

Huahui Yi, Wei Xu, Ziyuan Qin, Xi Chen, Xiaohu Wu, Kang Li, Qicheng Lao

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Brave the Wind and the Waves: Discovering Robust and Generalizable Graph Lottery Tickets.

Kun Wang, Yuxuan Liang, Xinglin Li, Guohao Li, Bernard Ghanem, Roger Zimmermann, Zhengyang Zhou, Huahui Yi, Yudong Zhang, Yang Wang

IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

Diabetic foot ulcers segmentation challenge report: Benchmark and analysis.

Moi Hoon Yap, Bill Cassidy, Michal Byra, Ting-Yu Liao, Huahui Yi, Adrian Galdran, Yung-Han Chen, Raphael Brüngel, Sven Koitka, Christoph M. Friedrich, Yu-Wen Lo, Ching-Hui Yang, Kang Li, Qicheng Lao, Miguel Ángel González Ballester, Gustavo Carneiro, Yi-Jen Ju, Juinn-Dar Huang, Joseph M. Pappachan, Neil D. Reeves, Vishnu Chandrabalan, Darren Dancey, Connah Kendrick

Medical Image Anal., 2024

Deblurring masked image modeling for ultrasound image analysis.

Qingbo Kang, Qicheng Lao, Jun Gao, Jingyan Liu, Huahui Yi, Buyun Ma, Xiaofan Zhang, Kang Li

Medical Image Anal., 2024

Evaluating Hallucination in Text-to-Image Diffusion Models with Scene-Graph based Question-Answering Agent.

Ziyuan Qin, Dongjie Cheng, Haoyu Wang, Huahui Yi, Yuting Shao, Zhiyuan Fan, Kang Li, Qicheng Lao

CoRR, 2024

MLAE: Masked LoRA Experts for Parameter-Efficient Fine-Tuning.

Junjie Wang, Guangjing Yang, Wentao Chen, Huahui Yi, Xiaohu Wu, Qicheng Lao

CoRR, 2024

Unified Modeling Enhanced Multimodal Learning for Precision Neuro-Oncology.

Huahui Yi, Xiaofei Wang, Kang Li, Chao Li

Proceedings of the Computational Mathematics Modeling in Cancer Analysis, 2024

2023

Anatomically Guided Cross-Domain Repair and Screening for Ultrasound Fetal Biometry.

Jun Gao, Qicheng Lao, Paul Liu, Huahui Yi, Qingbo Kang, Zekun Jiang, Xiaohu Wu, Kang Li, Yuanyuan Chen, Le Zhang

IEEE J. Biomed. Health Informatics, October, 2023

ConES: Concept Embedding Search for Parameter Efficient Tuning Large Vision Language Models.

Huahui Yi, Ziyuan Qin, Wei Xu, Miaotian Guo, Kun Wang, Shaoting Zhang, Kang Li, Qicheng Lao

CoRR, 2023

Towards General Purpose Medical AI: Continual Learning Medical Foundation Model.

Huahui Yi, Ziyuan Qin, Qicheng Lao, Wei Xu, Zekun Jiang, Dequan Wang, Shaoting Zhang, Kang Li

CoRR, 2023

Multiple Prompt Fusion for Zero-Shot Lesion Detection Using Vision-Language Models.

Miaotian Guo, Huahui Yi, Ziyuan Qin, Haiying Wang, Aidong Men, Qicheng Lao

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

MEDICAL IMAGE UNDERSTANDING WITH PRETRAINED VISION LANGUAGE MODELS: A COMPREHENSIVE STUDY.

Ziyuan Qin, Huahui Yi, Qicheng Lao, Kang Li

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

OCRNet for Diabetic Foot Ulcer Segmentation Combined with Edge Loss.

Huahui Yi, Wei Xu, Zekun Jiang, Jun Gao, Qingbo Kang, Qicheng Lao, Kang Li

Proceedings of the Diabetic Foot Ulcers Grand Challenge - Third Challenge, 2022