Publications/Reports

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

 

Projects