| 2026 | AAAI | MIGDiff: Multi-attributes Imputations for Attribute-missing Graphs via Graph Denoising Diffusion Model. | Ye Liu, Yang Chen, Hongmin Cai |
| 2026 | AAAI | Graph Contrastive Learning with Balanced Hard Negatives and Fine-grained Semantic-aware Positives. | Hongshan Pu, Haoxu Zhang, Ye Liu, Hongmin Cai |
| 2025 | MICCAI | GE2Hist: Generating Histology Images from Single-Cell Gene Expression via Cross-Modal Generative Network. | Hongmin Cai, Boan Ji, Shangyan Cai, Yi Liao, Jiazhou Chen, Weitian Huang |
| 2025 | MICCAI | ADA: An Adaptive Augmentation Framework for Single-Source Domain Generalization in Medical Image Segmentation. | Runlin Huang, Hongmin Cai, Weipeng Zhuo, Shangyan Cai, Haowei Lin, Wentao Fan, Weifeng Su |
| 2025 | MICCAI | PathoPrompt: Cross-Granular Semantic Alignment for Medical Pathology Vision-Language Models. | Runlin Huang, Haohui Liang, Hongmin Cai, Weipeng Zhuo, Wentao Fan, Weifeng Su |
| 2025 | MICCAI | HWA-UNETR: Hierarchical Window Aggregate UNETR for 3D Multimodal Gastric Lesion Segmentation. | Jiaming Liang, Lihuan Dai, Xiaoqi Sheng, Xiangguang Chen, Chun Yao, Guihua Tao, Qibin Leng, Hongmin Cai, Xi Zhong |
| 2024 | ECCV | Interleaving One-Class and Weakly-Supervised Models with Adaptive Thresholding for Unsupervised Video Anomaly Detection. | Yongwei Nie, Hao Huang, Chengjiang Long, Qing Zhang, Pradipta Maji, Hongmin Cai |
| 2024 | ECCV | Multi-RoI Human Mesh Recovery with Camera Consistency and Contrastive Losses. | Yongwei Nie, Changzhen Liu, Chengjiang Long, Qing Zhang, Guiqing Li, Hongmin Cai |
| 2024 | MICCAI | Survival Analysis of Histopathological Image Based on a Pretrained Hypergraph Model of Spatial Transcriptomics Data. | Shangyan Cai, Weitian Huang, Weiting Yi, Bin Zhang, Yi Liao, Qiu Wang, Hongmin Cai, Luonan Chen, Weifeng Su |
| 2023 | ICANN | Incremental Recommendation Algorithm Based on the Influence Propagation Model. | Siqi Wu, Jianming Lv, Chen Liu, Hongmin Cai |
| 2023 | IJCAI | Invertible Residual Neural Networks with Conditional Injector and Interpolator for Point Cloud Upsampling. | Aihua Mao, Yaqi Duan, Yu-Hui Wen, Zihui Du, Hongmin Cai, Yong-Jin Liu |
| 2023 | MICCAI | Discovering Brain Network Dysfunction in Alzheimer's Disease Using Brain Hypergraph Neural Network. | Hongmin Cai, Zhixuan Zhou, Defu Yang, Guorong Wu, Jiazhou Chen |
| 2022 | ICIP | NPCFORMER: Automatic Nasopharyngeal Carcinoma Segmentation Based on Boundary Attention and Global Position Context Attention. | Ziqin Ling, Guihua Tao, Yang Li, Hongmin Cai |
| 2022 | MICCAI | Neuro-RDM: An Explainable Neural Network Landscape of Reaction-Diffusion Model for Cognitive Task Recognition. | Tingting Dan, Hongmin Cai, Zhuobin Huang, Paul J. Laurienti, Won Hwa Kim, Guorong Wu |
| 2021 | AAAI | Savable but Lost Lives when ICU Is Overloaded: a Model from 733 Patients in Epicenter Wuhan, China. | Tingting Dan, Yang Li, Ziwei Zhu, Xijie Chen, Wuxiu Quan, Yu Hu, Guihua Tao, Lei Zhu, Jijin Zhu, Hongmin Cai, Hanchun Wen |
| 2021 | CVPR | Spatially-Invariant Style-Codes Controlled Makeup Transfer. | Han Deng, Chu Han, Hongmin Cai, Guoqiang Han, Shengfeng He |
| 2021 | ICANN | Incorporating Discrete Wavelet Transformation Decomposition Convolution into Deep Network to Achieve Light Training. | Guihua Tao, Wentao Rong, Wanlin Weng, Tingting Dan, Bin Zhang, Hongmin Cai |
| 2021 | MICCAI | Detecting Brain State Changes by Geometric Deep Learning of Functional Dynamics on Riemannian Manifold. | Zhuobin Huang, Hongmin Cai, Tingting Dan, Yi Lin, Paul J. Laurienti, Guorong Wu |
| 2021 | PAKDD | Effective and Adaptive Refined Multi-metric Similarity Graph Fusion for Multi-view Clustering. | Wentao Rong, Enhong Zhuo, Guihua Tao, Hongmin Cai |
| 2020 | MICCAI | Estimating Common Harmonic Waves of Brain Networks on Stiefel Manifold. | Jiazhou Chen, Guoqiang Han, Hongmin Cai, Junbo Ma, Minjeong Kim, Paul J. Laurienti, Guorong Wu |
| 2019 | MICCAI | Achieving Accurate Segmentation of Nasopharyngeal Carcinoma in MR Images Through Recurrent Attention. | Jia-bin Huang, Enhong Zhuo, Haojiang Li, Lizhi Liu, Hongmin Cai, Yangming Ou |
| 2014 | PAKDD | An Empirical Algorithm for Bias Correction Based on GC Estimation for Single Cell Sequencing. | Bo Xu, Tengpeng Li, Yi Luo, Ruotao Xu, Hongmin Cai |
| 2012 | PAKDD | Feature Weighting by RELIEF Based on Local Hyperplane Approximation. | Hongmin Cai, Michael K.-P. Ng |
| 2011 | ICIP | Effective image noise removal based on difference eigenvalue. | Haiying Tian, Hongmin Cai, Jian-Huang Lai, Xiaoyin Xu |
| 2007 | ICIP | A New Nonlinear Diffusion Method to Improve Image Quality. | Yue Zhang, Xiaoyin Xu, Hongmin Cai, S. P. Yung, Stephen T. C. Wong |