Greetings, I am now an associate research fellow at the School of Information Engineering, Zhengzhou University. I received my Ph.D. degree in Computer Science at HRBUST in Harbin, China, under the supervision of Prof. Fengbin Zhang. Moreover, I was also co-supervised by Prof. Yue Gao and Prof. Zuoyong Li for scientific research during my doctoral research stage.

Research Interests

Data mining and machine learning
  • Time Series Modeling.
  • Anomaly Detection.
  • Graph Embedding.
Computer Vision
  • Medical Image Processing.

News

December, 2022 : Paper on “MCFSA‐Net: A multi‐scale channel fusion and spatial activation network for retinal vessel segmentation” is published online in Journal of Biophotonics. .

November, 2022 : Paper on “Foreground–background decoupling matting” is published for publication in International Journal of Intelligent Systems. .

November, 2022 : Paper on “Deep Self-supervised Transformation Learning for Leukocyte Classification” is accepted for future publication in Journal of Biophotonics. .

August, 2022 : Paper on “Self‐supervised domain adaptation for cross‐domain fault diagnosis” is published for publication in International Journal of Intelligent Systems. .

August, 2022 : Paper on “iTimes: Investigating Semi-supervised Time Series Classification via Irregular Time Sampling” is published for publication in IEEE Transactions on Industrial Informatics. .

August, 2022 : Paper on “Semi-supervised Time Series Classification Model with Self-supervised Learning” is published for publication in Engineering Applications of Artificial Intelligence. .

July, 2022 : Paper on “Semi-Supervised Leukocyte Segmentation Based on Adversarial Learning With Reconstruction Enhancement” is published for publication in IEEE Transactions on Instrumentation and Measurement. .

June, 2022 : 无人车场景识别与路径规划虚拟仿真项目获河南省2021年度本科高校虚拟仿真实验教学项目.

April, 2022 : 大规模人群心电智能监测与预警平台及应用获2022年度河南省教育厅科技成果一等奖.

see all news

isfanhy@gmail.com
Zhengzhou University
100 Kexue Ave
Zhengzhou, China.

Publications

Deep Dual Support Vector Data Description for Anomaly Detection on Attributed Networks

Fengbin Zhang, Haoyi Fan, Ruidong Wang, Zuoyong Li, Tiancai Liang

International Journal of Intelligent Systems, 2021

paper / code

Heterogeneous Hypergraph Variational Autoencoder for Link Prediction

Haoyi Fan, Fengbin Zhang, Yuxuan Wei, Zuoyong Li, Changqing Zou, Yue Gao, Qionghai Dai

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021

paper / code

Semi-Supervised Semantic Segmentation via Entropy Minimization

Jiawei Wu, Haoyi Fan, Xiaoqing Zhang, Shouying Lin, Zuoyong Li

IEEE International Conference on Multimedia and Expo (ICME), 2021

pdf

Semi-supervised Time Series Classification by Temporal Relation Prediction

Haoyi Fan, Fengbin Zhang, Ruidong Wang, Xunhua Huang, Zuoyong Li

IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021

paper / pdf / slide / poster / code

WBC-Net: A white blood cell segmentation network based on UNet++ and ResNet

Yan Lu, Xuejun Qin, Haoyi Fan, Taotao Lai, Zuoyong Li

Applied Soft Computing, 2020

paper

URNet: A U-Net based residual network for image dehazing

TingFeng, ChuanshengWang, Xinwei Chen, Haoyi Fan, Kun Zeng, Zuoyong Li

Applied Soft Computing, 2020

paper

Self-Supervised Time Series Representation Learning by Inter-Intra Relational Reasoning

Haoyi Fan, Fengbin Zhang, Yue Gao

ICLR 2021 (under review)

arxiv / code

Reconstruction Enhanced Probabilistic Model for Semi-supervised Tongue Image Segmentation

Changen Zhou, Haoyi Fan, Wen Zhao, Hongben Xu, Huangwei Lei, Zhaoyang Yang, Zuoyong Li, Candong Li

Concurrency and Computation: Practice and Experience, 2020

paper

Correlation-aware Deep Generative Model for Unsupervised Anomaly Detection

Haoyi Fan, Fengbin Zhang, R. Wang, Liang Xi, Zuoyong Li

The 24th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD’20, (acceptance rate: 21%)

pdf / paper / slide / video / code

AnomalyDAE: Dual autoencoder for anomaly detection on attributed networks

Haoyi Fan, Fengbin Zhang, Zuoyong Li

45th International Conference on Acoustics, Speech, and Signal Processing, ICASSP’20

pdf / paper / slide / video / code

Deep Residual Haze Network for Image Dehazing and Deraining

Chuansheng Wang, Zuoyong Li, Jiawei Wu, Haoyi Fan, Guobao Xiao, Hong Zhang

IEEE Access, 2020

paper / code

Tonguenet: Accurate Localization and Segmentation for Tongue Images Using Deep Neural Networks

Changen Zhou, Haoyi Fan, Zuoyong Li

IEEE Access, 2019

paper

LeukocyteMask: An automated localization and segmentation method for leukocyte in blood smear images using deep neural networks

Haoyi Fan, Fengbin Zhang, Liang Xi, Zuoyong Li, Guanghai Liu, Yong Xu

Journal of biophotonics, 2019

paper / dataset


see all publications

Projects


see all projects