News

• 2024.12, I was invited to serve as the Area Chair of IJCNN'25.
• 2024.11, I won the China National Scholarship.
• 2024.11, I won the The First Prize Excellent Scholarship.
• 2024.11, One paper is accepted by BIB.
• 2024.10, One paper is accepted by TKDE.
• 2024.10, One paper is accepted by ACM MM.
• 2024.09, One paper is accepted by TGRS.

Experience

• 2022-Now, Ph.D. candidate in Computer Science and Technology (Supervisor: Xinwang Liu), National University of Defense Technology.
• 2019-2022, M.S. in Biomedical Engineering (Supervisor: Xiaoyu Cui), Northeastern University.

Awards

• 2025, Excellent Student, National University of Defense Technology.
• 2024, China National Scholarship, National University of Defense Technology.
• 2024, The First Prize Excellent Graduate Scholarship, National University of Defense Technology.
• 2023, Outstanding Master's thesis, Liaoning Province.
• 2022, Freshman First-class scholarship, National University of Defense Technology.
• 2022, Excellent Graduate Scholarship, Liaoning Province.
• 2021, China National Scholarship. Northeastern University
• 2020, Suzhou Industrial Park Scholarship, Northeastern University.
• 2019-2021, First-class Academic Scholarship, Northeastern University.

Services

• Huawei Developer Student Evangelist, Organized by Huawei. [Pages]
• Journal Reviewer of TKDE,TNNLS, TOMM, etc.
• Journal Reviewer of PR, NN, BIB, JBHI, etc.
• Journal Reviewer of KBS, ESWA, NEUCOM, EAAI, etc.
• Journal Reviewer of ASOC, CIBM, CMPB, BSPC, APIN, MEAS, TVCJ, Heliyon, etc.
• Conference Reviewer of NeurIPS'24, ICML'25, ICLR'25, AAAI'24-25, ACM MM'24, IJCAI'25 etc.
• Conference Reviewer of EMNLP'24, COLING'24, ICME'24-25, DASFAA'24-25, etc.
• Conference Reviewer of AISTATS'25, IJCNN'25, WACV'25, CHIL'25 etc.
• Serve as the Area Chair of IJCNN'25.

Projects

Open-Source Repositories

• Awesome Single Cell Clustering. [Github]
• Awesome Knowledge Graph Reasoning. [Github]

Talks

• Single cell Deep Clustering.
• 2024.09, Excellent Doctoral Student Forum, Xiamen, Organized by Xiamen University. [News]
• 2024.11, MindTalk, Online, Organized by Huawei. [Video] [News]
• TMac: Temporal Multi-Modal Graph Learning for Acoustic Event Classification.
• 2024.07, VALSE Paper Overview, Online, Organized by CAAI & CSIG. [Video] [News]

Publications

(*: First Author, #: Corresponding Author, [C]: Conference, [J]: Journal.)

Representative Works

• [C] 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. The 32st ACM International Conference on Multimedia, ACM MM 2024. (CCF Rank A, Acceptance Rate=26.2%)
• [J] 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. (一区, IF=10.7, CCF Rank B, Accepted in 2024.05) [Paper] [Code]
• [J] 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. (一区, IF=6.8, CCF Rank B, Accepted in 2024.11) [Paper] [Code]
• [J] 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 Briefings in Bioinformatics, BIB 2024. (一区, IF=6.8, CCF Rank B, Accepted in 2024.03) [Paper] [Code]
• [J] 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. (一区, IF=9.5, CCF Rank B, Accepted in 2023.07) [Paper] [Code]

2024

1. [J] 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. (一区, IF=6.8, CCF Rank B, Accepted in 2024.11) [Paper] [Code]
2. [C] 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. The 32st ACM International Conference on Multimedia, ACM MM 2024. (CCF Rank A, Acceptance Rate=26.2%)
3. [J] 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. (一区, IF=10.7, CCF Rank B, Accepted in 2024.05) [Paper] [Code]
4. [J] 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 Briefings in Bioinformatics, BIB 2024. (一区, IF=6.8, CCF Rank B, Accepted in 2024.03) [Paper] [Code]
5. [J] Hao Yu, Ke Liang, Dayu Hu, Wenxuan Tu, Chuan Ma, Sihang Zhou and Xinwang Liu. GZOO: Black-box Node Injection Attack on Graph Neural Networks via Zeroth-order Optimization, IEEE Transactions on Knowledge and Data Engineering, TKDE. (二区, IF=8.9, CCF Rank A, Accepted in 2024.09)
6. [J] Renxiang Guan, Wenxuan Tu, Zihao Li, Hao Yu, Dayu Hu, Yuzeng Chen, Chang Tang, Qiangqiang Yuan, Xinwang Liu#. Spatial-Spectral Graph Contrastive Clustering with Hard Sample Mining for Hyperspectral Images, IEEE Transactions on Geoscience and Remote Sensing, TGRS 2024. (一区, IF=7.5, CCF Rank B, Accepted in 2024.09) [Paper]
7. [J] Hao Quan, Xinjia Li, Dayu Hu, Tianhang Nan, Xiaoyu Cui#. Dual-Channel Prototype Network for Few-Shot Pathology Image Classification, IEEE Journal of Biomedical and Health Informatics, JBHI. (一区, IF=6.7, CCF Rank C, Accepted in 2024.04) [Paper]

2023

8. [J] 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. (一区, IF=9.5, CCF Rank B, Accepted in 2023.07) [Paper] [Code]
9. [C] Meng Liu, Ke Liang, Dayu Hu Hao Yu, Yue Liu, Lingyuan Meng, WenxuanTu, Sihang Zhou, Xinwang Liu#. TMac: Temporal Multi-Modal Graph Learning for Acoustic Event Classification. The 31st ACM International Conference on Multimedia, ACM MM 2023. (CCF Rank A, Acceptance Rate=29.3%) [Paper] [Code]

2022

10. [J] Dayu Hu, Chengyuan Wang, Song Zheng, Xiaoyu Cui#. Investigating the genealogy of the literature on digital pathology: a two-dimensional bibliometric approach, Scientometrics. (三区, IF=3.801, Accepted in 2022.02) [Paper]
11. [J] Yue Zhao, Jie Zhang, Dayu Hu, Hui Qu, Ye Tian, Xiaoyu Cui#. Application of Deep Learning in Histopathology Images of Breast Cancer: A Review, Micromachines. (三区, IF=3.4, Accepted in 2022.12) [Paper]

2021

12. [J] 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. (二区, IF=4.831, Accepted in 2021.02) [Paper]

2020

13. [J] Dayu Hu, He Liu, Ye Tian, Zhi Li, Xiaoyu Cui#. Sorting technology for circulating tumor cells based on microfluidics, ACS Combinatorial Science. (二区, IF=3.784, Accepted in 2020.10) [Paper]
14. [J] 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. (三区, IF=4.3, Accepted in 2020.02) [Paper]
15. [J] Xiaoyu Cui*, TaoLiu*, Xiaosong Xu*, Zeyin Zhao, YeTian, YueZhao, Shuo Chen, ZheWang, Yiding Wang, Dayu Hu, ShuiFu, Guangyi Shan, Jiarun Sun, Kaixin Song, YuZeng#. Label-free detection of multiple genitourinary cancers from urine by surface-enhanced Raman spectroscopy. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy. (二区, IF=4.831, Accepted in 2020.10) [Paper]