publications

Publications by categories in reversed chronological order. * indicates co-first author.

2024

  1. CVPR
    BilevelPruning: Unified Dynamic and Static Channel Pruning for Convolutional Neural Networks
    Shangqian Gao , Yanfu Zhang, Feihu Huang , and 1 more author
    In In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), in press , 2024
  2. CVPR
    Device-Wise Federated Network Pruning
    Shangqian Gao , Junyi Li , Yanfu Zhang, and 2 more authors
    In In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), in press , 2024
  3. CVPR
    Auto-Train-Once: Controller Network Guided Automatic Network Pruning from Scratch
    Xidong Wu , Shangqian Gao , Zeyu Zhang , and 5 more authors
    In In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), in press , 2024
  4. CVPR
    Depth-Aware Concealed Crop Detection in Dense Agricultural Scenes
    Liqiong Wang , Jinyu Yang , Yanfu Zhang, and 2 more authors
    In In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), in press , 2024
  5. ISBI
    Brain Image Synthesis Using Incomplete Multimodal Data
    Yanfu Zhang, Runxue Bao , Guodong Liu , and 3 more authors
    In 2024 IEEE 21th International Symposium on Biomedical Imaging (ISBI), in press , 2024
  6. ISBI
    Neurodegenerative Disease Prediction via Transferable Deep Networks
    Yanfu Zhang, Runxue Bao , Guodong Liu , and 3 more authors
    In 2024 IEEE 21th International Symposium on Biomedical Imaging (ISBI), in press , 2024

2023

  1. Nursing Research
    Interindividual Variability in Self-Monitoring of Blood Pressure Using Consumer-Purchased Wireless Devices
    Yaguang Zheng , Yanfu Zhang, Heng Huang , and 7 more authors
    Nursing Research, 2023
  2. ICCV
    Structural Alignment for Network Pruning through Partial Regularization
    Shangqian Gao , Zeyu Zhang , Yanfu Zhang, and 2 more authors
    In Proceedings of the IEEE/CVF International Conference on Computer Vision , 2023
  3. AD & Dement
    Investigating the effect of neuropsychiatric symptoms on Alzheimer’s diagnosis using multi-modal brain networks
    Lei Guo , Yanfu Zhang, Haoteng Tang , and 4 more authors
    Alzheimer’s & Dementia, 2023
  4. Meta-Radiology
    A Comprehensive Survey of Complex Brain Network Representation
    Haoteng Tang , Guixiang Ma , Yanfu Zhang, and 8 more authors
    Meta-Radiology, 2023

2022

  1. WebConf
    Robust Self-Supervised Structural Graph Neural Network for Social Network Prediction
    Yanfu Zhang, Hongchang Gao , Jian Pei , and 1 more author
    In Proceedings of the ACM Web Conference 2022 , 2022
  2. KDD
    Improving social network embedding via new second-order continuous graph neural networks
    Yanfu Zhang, Shangqian Gao , Jian Pei , and 1 more author
    In Proceedings of the 28th ACM SIGKDD conference on knowledge discovery and data mining , 2022
  3. PNAS nexus
    SECANT: a biology-guided semi-supervised method for clustering, classification, and annotation of single-cell multi-omics
    Xinjun Wang , Zhongli Xu , Haoran Hu , and 8 more authors
    PNAS nexus, 2022
  4. ECCV
    Recover fair deep classification models via altering pre-trained structure
    Yanfu Zhang, Shangqian Gao , and Heng Huang
    In European Conference on Computer Vision , 2022
  5. ECCV
    Disentangled differentiable network pruning
    Shangqian Gao , Feihu Huang , Yanfu Zhang, and 1 more author
    In European Conference on Computer Vision , 2022
  6. ICDM
    Toward Unified Data and Algorithm Fairness via Adversarial Data Augmentation and Adaptive Model Fine-tuning
    Yanfu Zhang, Runxue Bao , Jian Pei , and 1 more author
    In 2022 IEEE International Conference on Data Mining (ICDM) , 2022

2021

  1. MICCAI
    Disentangled and proportional representation learning for multi-view brain connectomes
    Yanfu Zhang, Liang Zhan , Shandong Wu , and 2 more authors
    In Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th International Conference, Strasbourg, France, September 27–October 1, 2021, Proceedings, Part VII 24 , 2021
  2. ICCV
    Learning better visual data similarities via new grouplet non-euclidean embedding
    Yanfu Zhang, Lei Luo , Wenhan Xian , and 1 more author
    In Proceedings of the IEEE/CVF International Conference on Computer Vision , 2021
  3. ICCV
    Exploration and estimation for model compression
    Yanfu Zhang*, Shangqian Gao* , and Heng Huang
    In Proceedings of the IEEE/CVF International Conference on Computer Vision , 2021
  4. ICDM
    Unified fairness from data to learning algorithm
    Yanfu Zhang, Lei Luo , and Heng Huang
    In 2021 IEEE International Conference on Data Mining (ICDM) , 2021
  5. NeurIPS
    A faster decentralized algorithm for nonconvex minimax problems
    Wenhan Xian , Feihu Huang , Yanfu Zhang, and 1 more author
    Advances in Neural Information Processing Systems, 2021

2020

  1. NAR
    BREM-SC: a bayesian random effects mixture model for joint clustering single cell multi-omics data
    Xinjun Wang , Zhe Sun , Yanfu Zhang, and 7 more authors
    Nucleic acids research, 2020
  2. ICML
    Adversarial nonnegative matrix factorization
    Lei Luo , Yanfu Zhang, and Heng Huang
    In International Conference on Machine Learning , 2020
  3. Circulation
    One-year Patterns of Home Blood Pressure Monitoring Using Consumer-purchased Wireless Devices in the Health Eheart Study
    Yaguang Zheng , Yanfu Zhang, Heng Huang , and 5 more authors
    Circulation, 2020

2019

  1. IPMI
    New graph-blind convolutional network for brain connectome data analysis
    Yanfu Zhang, and Heng Huang
    In Information Processing in Medical Imaging: 26th International Conference, IPMI 2019, Hong Kong, China, June 2–7, 2019, Proceedings 26 , 2019
  2. JEI
    Local-linear-fitting-based matting for joint hole filling and depth upsampling of RGB-D images
    Yanfu Zhang, Li Ding , and Gaurav Sharma
    Journal of Electronic Imaging, 2019
  3. MICCAI
    Integrating heterogeneous brain networks for predicting brain disease conditions
    Yanfu Zhang, Liang Zhan , Weidong Cai , and 2 more authors
    In Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd International Conference, Shenzhen, China, October 13–17, 2019, Proceedings, Part IV 22 , 2019
  4. MBIA
    Biological knowledge guided deep neural network for brain genotype-phenotype association study
    Yanfu Zhang, Liang Zhan , Paul M Thompson , and 1 more author
    In International Workshop on Multimodal Brain Image Analysis , 2019
  5. MICCAI
    Brain dynamics through the lens of statistical mechanics by unifying structure and function
    Igor Fortel , Mitchell Butler , Laura E Korthauer , and 8 more authors
    In Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd International Conference, Shenzhen, China, October 13–17, 2019, Proceedings, Part V 22 , 2019

2017

  1. ICIP
    Hazerd: an outdoor scene dataset and benchmark for single image dehazing
    Yanfu Zhang, Li Ding , and Gaurav Sharma
    In 2017 IEEE international conference on image processing (ICIP) , 2017

2016

  1. WNYISPW
    A local-linear-fitting-based matting approach for accurate depth upsampling
    Yanfu Zhang, Li Ding , and Gaurav Sharma
    In 2016 IEEE Western New York Image and Signal Processing Workshop (WNYISPW) , 2016

2014

  1. SPL
    Multi-focus image fusion based on spatial frequency in discrete cosine transform domain
    Liu Cao , Longxu Jin , Hongjiang Tao , and 3 more authors
    IEEE signal processing letters, 2014