Guanghui Fu

40 papers A* 1B 6Journal 27Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Morphology-enhanced CAM-guided SAM for weakly supervised breast lesion segmentation.
Biomed. Signal Process. Control.
Xin Yue, Qing Zhao, Xiaoling Liu, Jianqiang Li, Jing Bai, Changwei Song, Suqin Liu, Rodrigo Moreno, Zhikai Yang, Stefano E. Romero, Gabriel Jimenez, Guanghui Fu
2025 J jnl
ADNP-15: An Open-Source Histopathological Dataset for Neuritic Plaque Segmentation in Human Brain Whole Slide Images with Frequency Domain Image Enhancement for Stain Normalization.
CoRR
Chenxi Zhao, Jianqiang Li, Qing Zhao, Jing Bai, Susana Boluda, Benoît Delatour, Lev Stimmer, Daniel Racoceanu, Gabriel Jimenez, Guanghui Fu
2025 B conf
Deep Learning-Based Feature Fusion for Emotion Analysis and Suicide Risk Differentiation in Chinese Psychological Support Hotlines.
COMPSAC
Han Wang, Jianqiang Li, Qing Zhao, Zhonglong Chen, Changwei Song, Jing Tang, Yuning Huang, Wei Zhai, Yongsheng Tong, Guanghui Fu
2025 J jnl
Deep Learning-Based Feature Fusion for Emotion Analysis and Suicide Risk Differentiation in Chinese Psychological Support Hotlines.
CoRR
Han Wang, Jianqiang Li, Qing Zhao, Zhonglong Chen, Changwei Song, Jing Tang, Yuning Huang, Wei Zhai, Yongsheng Tong, Guanghui Fu
2025 — —
Deep Learning-Based Segmentation of Parkinson's Disease-Related Brain Regions and Lymphomas in Neuroimaging. (Segmentation basée sur l'apprentissage profond des régions cérébrales liées à la maladie de parkinson et des lymphomes en neuroimagerie).
Guanghui Fu
2025 — conf
Generalizable Cross-Lingual Cognitive Distortion Detection with Standardized Annotations and Multi-Task Learning.
ACL (Findings)
Hongzhi Qi, Nan Bai, Jianqiang Li, Wei Zhai, Qing Zhao, Qi Gao, Bing Xiang Yang, Guanghui Fu
2025 J jnl
In-Context Reverse Classification Accuracy: Efficient Estimation of Segmentation Quality without Ground-Truth.
CoRR
Matias Cosarinsky, Ramiro Billot, Lucas Mansilla, Gabriel Gimenez, Nicolás Gaggion, Guanghui Fu, Enzo Ferrante
2025 A* conf
MentalGLM Series: Explainable Large Language Models for Mental Health Analysis on Chinese Social Media.
EMNLP
Wei Zhai, Nan Bai, Qing Zhao, Jianqiang Li, Fan Wang, Hongzhi Qi, Meng Jiang, Xiaoqin Wang, Bing Xiang Yang, Guanghui Fu
2025 J jnl
Performance Estimation for Supervised Medical Image Segmentation Models on Unlabeled Data Using UniverSeg.
CoRR
Jingchen Zou, Jianqiang Li, Gabriel Jimenez, Qing Zhao, Daniel Racoceanu, Matias Cosarinsky, Enzo Ferrante, Guanghui Fu
2024 J jnl
A Generic Review of Integrating Artificial Intelligence in Cognitive Behavioral Therapy.
CoRR
Meng Jiang, Qing Zhao, Jianqiang Li, Fan Wang, Tianyu He, Xinyan Cheng, Bing Xiang Yang, Grace W. K. Ho, Guanghui Fu
2024 J jnl
AI-Enhanced Cognitive Behavioral Therapy: Deep Learning and Large Language Models for Extracting Cognitive Pathways from Social Media Texts.
CoRR
Meng Jiang, Yijing Yu, Qing Zhao, Jianqiang Li, Changwei Song, Hongzhi Qi, Wei Zhai, Dan Luo, Xiaoqin Wang, Guanghui Fu, Bing Xiang Yang
2024 J jnl
An Exploratory Deep Learning Approach for Predicting Subsequent Suicidal Acts in Chinese Psychological Support Hotlines.
CoRR
Changwei Song, Qing Zhao, Jianqiang Li, Yining Chen, Yongsheng Tong, Guanghui Fu
2024 — conf
Chinese MentalBERT: Domain-Adaptive Pre-training on Social Media for Chinese Mental Health Text Analysis.
ACL (Findings)
Wei Zhai, Hongzhi Qi, Qing Zhao, Jianqiang Li, Ziqi Wang, Han Wang, Bing Yang, Guanghui Fu
2024 J jnl
Chinese MentalBERT: Domain-Adaptive Pre-training on Social Media for Chinese Mental Health Text Analysis.
CoRR
Wei Zhai, Hongzhi Qi, Qing Zhao, Jianqiang Li, Ziqi Wang, Han Wang, Bing Xiang Yang, Guanghui Fu
2024 B conf
Comparative Analysis of ImageNet Pre-Trained Deep Learning Models and DINOv2 in Medical Imaging Classification.
COMPSAC
Yuning Huang, Jingchen Zou, Lanxi Meng, Xin Yue, Qing Zhao, Jianqiang Li, Changwei Song, Gabriel Jimenez, Shaowu Li, Guanghui Fu
2024 J jnl
Comparative Analysis of ImageNet Pre-Trained Deep Learning Models and DINOv2 in Medical Imaging Classification.
CoRR
Yuning Huang, Jingchen Zou, Lanxi Meng, Xin Yue, Qing Zhao, Jianqiang Li, Changwei Song, Gabriel Jimenez, Shaowu Li, Guanghui Fu
2024 J jnl
Deep Learning and Large Language Models for Audio and Text Analysis in Predicting Suicidal Acts in Chinese Psychological Support Hotlines.
CoRR
Yining Chen, Jianqiang Li, Changwei Song, Qing Zhao, Yongsheng Tong, Guanghui Fu
2024 B conf
Fine-Grained Speech Sentiment Analysis in Chinese Psychological Support Hotlines Based on Large-Scale Pre-Trained Model.
SMC
Zhonglong Chen, Changwei Song, Yining Chen, Jianqiang Li, Guanghui Fu, Yongsheng Tong, Qing Zhao
2024 J jnl
Fine-grained Speech Sentiment Analysis in Chinese Psychological Support Hotlines Based on Large-scale Pre-trained Model.
CoRR
Zhonglong Chen, Changwei Song, Yining Chen, Jianqiang Li, Guanghui Fu, Yongsheng Tong, Qing Zhao
2024 B conf
HemSeg-200: A Voxel-Annotated Dataset for Intracerebral Hemorrhages Segmentation in Brain CT Scans.
SMC
Changwei Song, Qing Zhao, Jianqiang Li, Xin Yue, Ruoyun Gao, Zhaoxuan Wang, An Gao, Guanghui Fu
2024 J jnl
MentalGLM Series: Explainable Large Language Models for Mental Health Analysis on Chinese Social Media.
CoRR
Wei Zhai, Nan Bai, Qing Zhao, Jianqiang Li, Fan Wang, Hongzhi Qi, Meng Jiang, Xiaoqin Wang, Bing Xiang Yang, Guanghui Fu
2024 J jnl
SMILE-UHURA Challenge - Small Vessel Segmentation at Mesoscopic Scale from Ultra-High Resolution 7T Magnetic Resonance Angiograms.
CoRR
Soumick Chatterjee, Hendrik Mattern, Marc Dörner, Alessandro Sciarra, Florian Dubost, Hannes Schnurre, Rupali Khatun, Chun-Chih Yu, Tsung-Lin Hsieh, Yi-Shan Tsai, Yi-Zeng Fang, Yung-Ching Yang, Juinn-Dar Huang, Marshall Xu, Siyu Liu, Fernanda L. Ribeiro, Saskia Bollmann, Karthikesh Varma Chintalapati, Chethan Radhakrishna, Sri Chandana Hudukula Ram Kumar, Raviteja Sutrave, Abdul Qayyum, Moona Mazher, Imran Razzak, Cristóbal Rodero, Steven Niederren, Fengming Lin, Yan Xia, Jiacheng Wang, Riyu Qiu, Liansheng Wang, Arya Yazdan Panah, Rosana El Jurdi, Guanghui Fu, Janan Arslan, Ghislain Vaillant, Romain Valabrègue, Didier Dormont, Bruno Stankoff, Olivier Colliot, Luisa Vargas, Isai Daniel Chacón, Ioannis Pitsiorlas, Pablo Arbeláez, Maria A. Zuluaga, Stefanie Schreiber, Oliver Speck, Andreas Nürnberger
2024 B conf
SOS-1K: A Fine-Grained Suicide Risk Classification Dataset for Chinese Social Media Analysis.
SMC
Hongzhi Qi, Hanfei Liu, Jianqiang Li, Qing Zhao, Wei Zhai, Dan Luo, Tian Yu He, Shuo Liu, Bing Xiang Yang, Guanghui Fu
2024 J jnl
SOS-1K: A Fine-grained Suicide Risk Classification Dataset for Chinese Social Media Analysis.
CoRR
Hongzhi Qi, Hanfei Liu, Jianqiang Li, Qing Zhao, Wei Zhai, Dan Luo, Tian Yu He, Shuo Liu, Bing Xiang Yang, Guanghui Fu
2024 J jnl
Topology and Intersection-Union Constrained Loss Function for Multi-Region Anatomical Segmentation in Ocular Images.
CoRR
Ruiyu Xia, Jianqiang Li, Xi Xu, Guanghui Fu
2023 J jnl
A phased intelligent algorithm for dynamic seru production considering seru formation changes.
Appl. Intell.
Guanghui Fu, Cheng Han, Yang Yu, Wei Sun, Ikou Kaku
2023 — conf
Color Constancy Algorithm Based on Pyramid Pooling.
ICIT
Yuxin Zhao, Tong Li, Guanghui Fu
2023 J jnl
Enhancing Psychological Counseling with Large Language Model: A Multifaceted Decision-Support System for Non-Professionals.
CoRR
Guanghui Fu, Qing Zhao, Jianqiang Li, Dan Luo, Changwei Song, Wei Zhai, Shuo Liu, Fan Wang, Yan Wang, Lijuan Cheng, Juan Zhang, Bing Xiang Yang
2023 J jnl
Evaluating the Efficacy of Supervised Learning vs Large Language Models for Identifying Cognitive Distortions and Suicidal Risks in Chinese Social Media.
CoRR
Hongzhi Qi, Qing Zhao, Changwei Song, Wei Zhai, Dan Luo, Shuo Liu, Yijing Yu, Fan Wang, Huijing Zou, Bing Xiang Yang, Jianqiang Li, Guanghui Fu
2023 J jnl
Frequency Disentangled Learning for Segmentation of Midbrain Structures from Quantitative Susceptibility Mapping Data.
CoRR
Guanghui Fu, Gabriel Jimenez, Sophie Loizillon, Lydia Chougar, Didier Dormont, Romain Valabrègue, Ninon Burgos, Stéphane Lehéricy, Daniel Racoceanu, Olivier Colliot
2023 B conf
Introducing soft topology constraints in deep learning-based segmentation using projected pooling loss.
Image Processing
Guanghui Fu, Rosana El Jurdi, Lydia Chougar, Didier Dormont, Romain Valabrègue, Stéphane Lehéricy, Olivier Colliot
2023 J jnl
Morphology-Enhanced CAM-Guided SAM for weakly supervised Breast Lesion Segmentation.
CoRR
Xin Yue, Qing Zhao, Jianqiang Li, Xiaoling Liu, Changwei Song, Suqin Liu, Guanghui Fu
2023 J jnl
Towards a Psychological Generalist AI: A Survey of Current Applications of Large Language Models and Future Prospects.
CoRR
Tianyu He, Guanghui Fu, Yijing Yu, Fan Wang, Jianqiang Li, Qing Zhao, Changwei Song, Hongzhi Qi, Dan Luo, Huijing Zou, Bing Xiang Yang
2022 J jnl
An unsupervised domain adaptation brain CT segmentation method across image modalities and diseases.
Expert Syst. Appl.
Daqiang Dong, Guanghui Fu, Jianqiang Li, Yan Pei, Yueda Chen
2022 J jnl
Fourier Disentangled Multimodal Prior Knowledge Fusion for Red Nucleus Segmentation in Brain MRI.
CoRR
Guanghui Fu, Gabriel Jimenez, Sophie Loizillon, Rosana El Jurdi, Lydia Chougar, Didier Dormont, Romain Valabrègue, Ninon Burgos, Stéphane Lehéricy, Daniel Racoceanu, Olivier Colliot
2022 — conf
Swin Transformer for Color Constancy.
ICIT
Guanghui Fu, Tong Li, Kai Xie, Mengyao Yang
2021 — conf
Analysis of emotional characteristics of Weibo "tree hole" users with different suicide risk.
ISAIMS
Tianyu He, Yuyu Zheng, Jing Bai, Pan Chen, Yue Ma, Guanghui Fu, Shengxin Hu, Songhe Li, Zhisheng Huang, Qian Liu, Bing Xiang Yang
2021 J jnl
Attention-based full slice brain CT image diagnosis with explanations.
Neurocomputing
Guanghui Fu, Jianqiang Li, Ruiqian Wang, Yue Ma, Yueda Chen
2021 J jnl
Classification and recognition of computed tomography images using image reconstruction and information fusion methods.
J. Supercomput.
Pengzhi Li, Jianqiang Li, Yueda Chen, Yan Pei, Guanghui Fu, Haihua Xie
2020 J jnl
A multi-label classification model for full slice brain computerised tomography image.
BMC Bioinform.
Jianqiang Li, Guanghui Fu, Yueda Chen, Pengzhi Li, Bo Liu, Yan Pei, Hui Feng