2026

[Adv. Sci.] Fang Huang, Dayu Hu^*, Yaqi Dai, Aoyi Geng, Renxiang Guan, Hao Quan, Brett A. McGregor, Zhihan Wang, Nadeem Khan, Hongsheng Zhang, Jinghua Zhang, Mingyang Xia, Xiaoqiong Gu, Di Che, Junguk Hur, Xiaoyu Cui, Kai Guo: scGEN: Leveraging an Adaptive Weighting Strategy for Challenging Cell Clustering in Single‐Cell RNA‐seq. Advanced Science (Adv. Sci.), 2026

[TMM] Jingxuan Wang, Renxiang Guan, Ke Liang, Siwei Wang, Xiaochun Yang, Xiaoyu Cui, Dayu Hu^#: BiFlow-GAN: Integrating Bidirectional Flows and Cross-Modal Enhancement for Multi-Modal Spatial Transcriptomics. IEEE Transactions on Multimedia (TMM), 2026

[IJCAI] Jinli Ma, Chenkai Guo, Renda Han, Renxiang Guan, Siwei Wang, Ke Liang, Xiaoyu Cui, Dayu Hu^#: SCD-MVC: Stable Conditional Diffusion for Multi-view Clustering. International Joint Conference on Artificial Intelligence (IJCAI), 2026

[ACME] Dayu Hu, Fengyue Zhang, Zhixiang Wang, Jing Yang, Por Lip Yee, Tianchi Lu, Yanjie Zhao, Xiaoyu Cui, Shisheng Yuan, Chengyuan Wang: A Survey of Single-Cell Clustering Methods Based on Encoder Types: Embedded, Topological, and Multi-Modal. Archives of Computational Methods in Engineering (ACME), 2026

[TGRS] Renxiang Guan, Rushi Jia, Xuanqi Chen, Yao Ding, Zhenzhong Zhu, Xiang Yang, Xiaowen Ma, Wenxin Zhang, Dayu Hu^#: Graph Masked Autoencoders With Relationship-Aware Learning for Hyperspectral Image Clustering. IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2026

[JBHI] Han Xiao, Dayu Hu^*, Fengyue Zhang, Shrooq Alsenan, Por Lip Yee, Jing Yang, Xiaoyu Cui: SDMCC: Sample-wise Debiased Multilevel Contrastive Clustering for Single-cell Gene Expression Data. IEEE Journal of Biomedical and Health Informatics (JBHI), 2026

[AAAI] Kaichen Ouyang, Zong Ke, Shengwei Fu, Lingjie Liu, Puning Zhao, Dayu Hu^#: Learn from Global Correlations: Enhancing Evolutionary Algorithm via Spectral GNN. AAAI Conference on Artificial Intelligence (AAAI), 2026

[TGRS] Renxiang Guan, Junhong Li, Yao Ding, Xiaowen Ma, Ziya Yan, Shujun Yang, Wenxin Zhang, Dayu Hu^#: Graph Contrastive Learning With High-Order Relations for Hyperspectral Image Clustering. IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2026

2025

[JBHI] Jingxuan Wang, Jing Yang, Muhammad Attique Khan, Por Lip Yee, Jamel Baili, Dayu Hu^#: DGAN-MPCC: A Novel Dual-GAN Enhanced Multi-Positive Contrastive Clustering Method for Omics Data. IEEE Journal of Biomedical and Health Informatics (JBHI), 2025

[TCBB] Dayu Hu, Renxiang Guan, Zhibin Dong, Ke Liang, Jun Wang, Siwei Wang, Xinwang Liu: Single-Cell Multi-View Clustering via Community Detection With Unknown Number of Clusters. IEEE Transactions on Computational Biology and Bioinformatics (TCBBIO), 2025

[TCE] Dayu Hu, Tagrid Abdullah N. Alshalali, Xu Xu, Por Lip Yee, Zaffar Ahmed Shaikh, Jing Yang, Thippa Reddy Gadekallu: PAGM: Partially Aligned Global and Marginal Multi-View Contrastive Clustering for Facial Recognition in Consumer Electronics. IEEE Transactions on Consumer Electronics (TCE), 2025

[ESWA] Renxiang Guan, Hao Quan, Deliang Li, Dayu Hu^#: An effective global structure-aware feature aggregation network for multi-modal medical clustering. Expert Systems with Applications (ESWA), 2025

2024

[ACM MM] Dayu Hu^*, Suyuan Liu, Jun Wang, Junpu Zhang, Siwei Wang, Xingchen Hu, Xinzhong Zhu, Chang Tang, Xinwang Liu: Reliable Attribute-missing Multi-view Clustering with Instance-level and Feature-level Cooperative Imputation. ACM International Conference on Multimedia (ACM MM), 2024

[BIB] Dayu Hu, Renxiang Guan, Ke Liang, Hao Yu, Hao Quan, Yawei Zhao, Xinwang Liu, Kunlun He: scEGG: an exogenous gene-guided clustering method for single-cell transcriptomic data. Briefings in Bioinformatics (BIB), 2024

[TFS] Dayu Hu^*, Zhibin Dong, Ke Liang, Hao Yu, Siwei Wang, Xinwang Liu: High-order topology for deep single-cell multi-view fuzzy clustering. IEEE Transactions on Fuzzy Systems (TFS), 2024

[BIB] Dayu Hu, Ke Liang, Zhibin Dong, Jun Wang, Yawei Zhao, Kunlun He: Effective multi-modal clustering method via skip aggregation network for parallel scRNA-seq and scATAC-seq data. Briefings in Bioinformatics (BIB), 2024

2023

[BIB] Dayu Hu, Ke Liang, Sihang Zhou, Wenxuan Tu, Meng Liu, Xinwang Liu: scDFC: A deep fusion clustering method for single-cell RNA-seq data. Briefings in Bioinformatics (BIB), 2023

2022

[Scientometrics] Dayu Hu, Chengyuan Wang, Song Zheng, Xiaoyu Cui: Investigating the genealogy of the literature on digital pathology: a two-dimensional bibliometric approach. Scientometrics (Scientometrics), 2022

2020

[SAA] Dayu Hu^*, Xiaosong Xu, Zeyin Zhao, Changqi Li, Ye Tian, Qiang Liu, Bo Shao, Shuo Chen, Yue Zhao, Ling Li, Huan Bi, Ang Chen, Cheng Fu, Xiaoyu Cui, Yu Zeng: Detecting urine metabolites of bladder cancer by surface-enhanced Raman spectroscopy. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy (SAA), 2020

[ACS Comb. Sci.] Dayu Hu, He Liu, Ye Tian, Zhi Li, Xiaoyu Cui: Sorting Technology for Circulating Tumor Cells Based on Microfluidics. ACS Combinatorial Science (ACS Comb. Sci.), 2020

[Nanomedicine] Xiaoyu Cui, Dayu Hu^*, Chengyuan Wang, Shuo Chen, Zeyin Zhao, Xiaosong Xu, Yudong Yao, Tao Liu: A surface-enhanced Raman scattering-based probe method for detecting chromogranin A in adrenal tumors. Nanomedicine (Nanomedicine), 2020