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蔡

蔡宏民 (Hongmin Cai)

south china university of technology

35H指数
337论文数
4.7K被引数
收录论文 104
发表时间
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Explainable data generation from observed small samples by matrix tri-factorization基于矩阵三因子分解的观测小样本可解释数据生成
errNature Communications
IF15.7
err2026-09-09
err0
errOAAI
errBin Zhang; Peng Tao; Jing Ren; Jiangyong Wei; Qiu Wang; Shangyan Cai; Weitian Huang; Peiluan Li; Hongmin Cai; Luonan Chen
err分享
err收藏
Decoding Spatial Heterogeneity and Multi-Omics Regulation with Hierarchical Graph Learning利用分层图学习解码空间异质性和多组学调控
errAdvanced Science
IF14.1
err2026-05-10
err0
errOAAI
errJiazhou Chen; Jiahui Xie; Yi Liao; Junyu Li; Longqi Liu; Xin Gao; Hongmin Cai
err分享
err收藏
Cross-Modal Denoising and Integration of Spatial Multi-Omics Data with CANDIES跨模态去噪与空间多组学数据的整合：CANDIES方法
errAdvanced Science
IF14.1
err2026-04-27
err0
errOAAI
errYe Liu; Wanpeng Zou; Yuekai Li; Jiayi Wang; Mingxuan Cai; Hongmin Cai
err分享
err收藏
Tephra and its effects in Mollisols of Northeast China火山灰及其在中国东北黑土中的影响
errScience Bulletin
IF21.1
err2026-02-26
err0
PREAI
errYonghui Shi; Fei Yang; Zifei Qiu; Hao Long; Daniela Sauer; Hongming Cai; Shunhua Yang; Yunpeng Hong; Mingliang Ye; Jiubin Chen; Ganlin Zhang
err分享
err收藏
Climatic regulation of mercury deposition in Cuona Lake from the central Tibetan Plateau during the last 13,000 years: New insights from mercury isotope records
errGlobal and Planetary Change
IF4
err2026-01-19
err0
PREAI
errRuifang Ma; Wei Shu; Wei Chen; Hongming Cai; Jie Huang; Christophe Colin; Sophie Sépulcre; Xinquan Zhou; Jiubin Chen; Shichang Kang
err分享
err收藏
GraphSTAR: Proximal Operator-Based Graph Neural Network Enhanced by Dynamic Graph Aggregation for Spatial TranscriptomicsGraphSTAR：基于近端算子的图神经网络，通过动态图聚集增强空间转录组学
errIEEE Journal of Biomedical and Health Informatics
IF6.8
err2026-01-12
err0
PREAI
errJunyu Li; Jingquan Yan; Yi Liao; Wenxiong Liao; Ye Liu; Hongmin Cai
err分享
err收藏
PathoPrompt: Cross-Granular Semantic Alignment for Medical Pathology Vision-Language ModelsPathoPrompt：跨粒度语义对齐用于医学病理视觉-语言模型
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT VII
IF0
err2026-01-01
err0
PREAI
errHuang, Runlin; Liang, Haohui; Cai, Hongmin; Zhuo, Weipeng; Fan, Wentao; Su, Weifeng
err分享
err收藏
ADA: An Adaptive Augmentation Framework for Single-Source Domain Generalization in Medical Image SegmentationADA: 一种用于医学图像分割单源领域泛化的自适应增强框架
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT X
IF0
err2026-01-01
err0
PREAI
errHuang, Runlin; Cai, Hongmin; Zhuo, Weipeng; Cai, Shangyan; Lin, Haowei; Fan, Wentao; Su, Weifeng
err分享
err收藏
GE2Hist: Generating Histology Images from Single-Cell Gene Expression via Cross-Modal Generative NetworkGE2Hist：通过跨模态生成网络从单细胞基因表达生成组织学图像
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XI
IF0
err2026-01-01
err1
PREAI
errCai, Hongmin; Ji, Boan; Cai, Shangyan; Liao, Yi; Chen, Jiazhou; Huang, Weitian
err分享
err收藏
HWA-UNETR: Hierarchical Window Aggregate UNETR for 3D Multimodal Gastric Lesion SegmentationHWA-UNETR：用于3D多模态胃病变分割的层次化窗口聚合UNETR
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XI
IF0
err2026-01-01
err0
PREAI
errLiang, Jiaming; Dai, Lihuan; Sheng, Xiaoqi; Chen, Xiangguang; Yao, Chun; Tao, Guihua; Leng, Qibin; Cai, Hongmin; Zhong, Xi
err分享
err收藏
Incremental Learning Strategy With Multi-View Deep Learning for Disease-Related miRNAs/lncRNAs Identification基于多视角深度学习的疾病相关miRNAs/lncRNAs识别增量学习策略
errIEEE Transactions on Emerging Topics in Computational Intelligence
IF6.5
err2025-12-19
err0
PREAI
errNing Ai; Haoliang Yuan; Zhonghua Lu; Yong Liang; Qi Hong Lai; Loi Lei Lai; Hongmin Cai; Dong Ouyang
err分享
err收藏
EPILOGUE: Multi-View Graph Contrastive Learning for Gene Function Prediction
errIEEE Transactions on Computational Biology and Bioinformatics
IF0
err2025-12-02
err0
PREAI
errYue Zhang; Yuting Bai; Endai Guo; Yi Liao; Kening Zhao; Weitian Huang; Hongmin Cai
err分享
err收藏
A Simplified Input Strategy for Predicting Multi-Type Associations in miRNA-LncRNA-Disease Network via Stacked Deep Matrix Factorization
errIEEE Transactions on Computational Biology and Bioinformatics
IF0
err2025-11-01
err0
PREAI
errAi, Ning; Yuan, Haoliang; Lu, Zhonghua; Liang, Yong; Lai, Qi Hong; Lai, Loi Lei; Cai, Hongmin; Ouyang, Dong
err分享
err收藏
StyleGAN-$\infty$∞: Extending StyleGAN to Arbitrary-Ratio Translation With StyleBookStyleGAN-∞：使用StyleBook扩展StyleGAN以实现任意比例转换
errIEEE Transactions on Visualization and Computer Graphics
IF6.5
err2025-09-01
err0
PREAI
errYihua Dai; Tianyi Xiang; Bailin Deng; Yong Du; Hongmin Cai; Jing Qin; Shengfeng He
err分享
err收藏
Association between osteoporosis and rotator cuff tears: evidence from causal inference and colocalization analyses骨质疏松症与肩袖撕裂之间的关联：基于因果推断和共定位分析的证据
errBone Research
IF15
err2025-08-28
err0
errOAAI
errYibin Liu; Rong Zhao; Zhiyu Huang; Feifei Li; Xing Li; Kaixin Zhou; Kathleen A. Derwin; Xiaofei Zheng; Hongmin Cai; Jinjin Ma
err分享
err收藏
Regulation of Particulate Organic Carbon by Cascade Mega-Reservoirs in the Changjiang Basin: Enhanced Sequestration and Altered Downstream Composition长江流域级联巨型水库对颗粒有机碳的调控：增强的固存和改变的下游组成
errGlobal Biogeochemical Cycles
IF5.5
err2025-08-11
err0
errOAAI
errYutian Ke; Damien Calmels; Julien Bouchez; Aurélie Noret; Marc Massault; Benjamin Chetelat; Hongming Cai; Jiubin Chen; Cécile Quantin; Jérôme Gaillardet
err分享
err收藏
Anchor-Based Multiview Subspace Clustering With Anchor-wise and Class-wise Alignments基于锚点的方法的多视图子空间聚类，结合了锚点对齐和类别对齐。
errIEEE Transactions on Neural Networks and Learning Systems
IF8.9
err2025-08-04
err0
PREAI
errYe Liu; Hongshan Pu; Junjun Pan; Michael K. Ng; Hongmin Cai
err分享
err收藏
QSTGNN: Quaternion Spatio-Temporal Graph Neural Networks四元数时空图神经网络
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2025-08-01
err0
PREAI
errYe Liu; Chaoxiong Lin; Yuchen Mou; Huaiguang Jiang; Hongmin Cai
err分享
err收藏
Learning Uniform Latent Representation via Alternating Adversarial Network for Multi-View Clustering通过交替对抗网络学习统一的潜在表示用于多视图聚类
errIEEE Transactions on Emerging Topics in Computational Intelligence
IF6.5
err2025-06-01
err0
PREAI
errYue Zhang; Weitian Huang; Xiaoxue Zhang; Sirui Yang; Fa Zhang; Xin Gao; Hongmin Cai
err分享
err收藏
Tensorlized Multi-Kernel Clustering via Consensus Tensor Decomposition基于一致性张量分解的张量化多核聚类
errIEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE
IF6.5
err2025-02-01
err1
PREAI
errQi, Fei; Li, Junyu; Zhang, Yue; Huang, Weitian; Hu, Bin; Cai, Hongmin
err分享
err收藏

研究方向

多尺度生物信息学数据整合分析生物医学人工智能数据分析、生物医学组学数据分析人工智能与机器学习、医疗装备系统与软件多尺度生物信息学数据整合分析理论人工智能辅助诊断产业2023国家杰出青年科学基金获得者2021度中国国际“互联网+”大学生创新创业大赛金奖generative latent representation不完整多视图学习张量相似性聚类广义信息论多视图聚类Processing Systems 36 (2024).模式分析与机器智能鼻咽癌转移进化途径脑网络阿尔茨海默病检测无监督图嵌入多视图深度图信息最大化控制理论鼻咽癌肿瘤分割转移淋巴结磁共振成像
合作学者
合作期刊
C
Christos Davatzikos
H 指数: 120 · 论文数: 1.2K
刘豫 封面图
刘豫 (Yu Liu)
H 指数: 116 · 论文数: 2.7K
张
张煜东 (Yudong Zhang)
H 指数: 107 · 论文数: 1.5K
M
Martin Styner
H 指数: 93 · 论文数: 838
张政 封面图
张政 (Zheng Zhang)
H 指数: 92 · 论文数: 1.4K
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