Improving Document Clustering for Short Texts by Long Documents via a Dirichlet Multinomial Allocation Model. - Yingying Yan; Ruizhang Huang; Can Ma; Liyang Xu; Zhiyuan Ding; Rui Wang; Ting Huang; Bowei Liu (APWeb/WAIM (1), 2017)

Exploring Differences Among Darknet and Surface Internet Hacking Communities. - Zhiyuan Ding; Victor A. Benjamin; Weifeng Li 002; Xueyan Yin (ISI, 2021)

Knowledge Condensation Distillation. - Chenxin Li; Mingbao Lin; Zhiyuan Ding; Nie Lin; Yihong Zhuang; Yue Huang 001; Xinghao Ding; Liujuan Cao (ECCV (11), 2022)

Unsupervised Anomaly Segmentation for Brain Lesions Using Dual Semantic-Manifold Reconstruction. - Zhiyuan Ding; Qi Dong; Haote Xu; Chenxin Li; Xinghao Ding; Yue Huang 001 (ICONIP (3), 2022)

Multi-resolution 3D-HOG feature learning method for Alzheimer's Disease diagnosis. - Zhiyuan Ding; Yan Liu 054; Xu Tian; Wenjing Lu; Zheng Wang; Xiangzhu Zeng; Ling Wang 013 (Comput. Methods Programs Biomed., 2022)

Voxel-Level fMRI Analysis by Representation Learning and Deep Clustering for Alzheimer's Disease. - Zhiyuan Ding; Wenjing Lu; Ling Wang 013; Xiangzhu Zeng; Tong Zhao; Xu Tian; Zeng Wang; Yan Liu 054 (ISBI, 2023)

Biomarker Importance Analysis for Autoimmune Encephalitis with PET. - Yuhang Liu; Yurui Wang; Zhiyuan Ding; Yan Liu; Xiujuan Wang; Leilei Yuan; Tao Cui; Ling Wang (CISP-BMEI, 2024)

Joint Analysis for Faciobrachial Dystonic Seizures Identification in LGI1 Encephalitis Using FDG-PET. - MingXiao Tian; Junhao Chen; Bohan Rui; Zhiyuan Ding; Ling Wang; Xiujuan Wang; Tao Cui; Leilei Yuan; Yan Liu (CISP-BMEI, 2024)

Immunotherapy efficacy prediction through a feature re-calibrated 2.5D neural network. - Haipeng Xu; Chenxin Li; Longfeng Zhang; Zhiyuan Ding; Tao Lu; Huihua Hu (Comput. Methods Programs Biomed., 2024)

Contrastive voxel clustering for multiscale modeling of brain network. - Zhiyuan Ding; Yulang Huang; Xiangzhu Zeng; Shiyin Jiang; Shuyang Feng; Zhenduo Wang; Ling Wang 013; Zeng Wang; Yingying Xu; Yan Liu 054 (NeuroImage, 2024)

A Unified Spatiotemporal Frequency Graph Neural Network for fMRI-based Brain Functional Connectivity Analysis. - Yulang Huang; Zhiyuan Ding; Guokai Duan; Yan Liu 054; Xiangzhu Zeng; Zheng Wang; Yingying Xu; Ling Wang 013 (ICASSP, 2025)

FLIQA-AD: a Fusion Model with Large Language Model for Better Diagnose and MMSE Prediction of Alzheimer's Disease. - Junhao Chen; Zhiyuan Ding; Yan Liu 054; Xiangzhu Zeng; Ling Wang 013 (NAACL (Short Papers), 2025)

An interpretable credit risk assessment model with boundary sample identification. - Runchi Zhang; Iris Li; Zhiyuan Ding (PeerJ Comput. Sci., 2025)