Ziyuan Zhao

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 74

Top Topics

Medical Image Segmentation

Diabetic Retinopathy

Image Segmentation

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Yansheng Qiu, Ziyuan Zhao, Hongdou Yao, Delin Chen, Zheng Wang
Modal-aware Visual Prompting for Incomplete Multi-modal Brain Tumor Segmentation. ACM Multimedia (2023)
Ziyuan Zhao, Fangcheng Zhou, Kaixin Xu, Zeng Zeng, Cuntai Guan, S. Kevin Zhou
LE-UDA: Label-Efficient Unsupervised Domain Adaptation for Medical Image Segmentation. IEEE Trans. Medical Imaging 42 (3) (2023)
Kaixin Xu, Alina Hui Xiu Lee, Ziyuan Zhao, Zhe Wang, Min Wu, Weisi Lin
MetaGrad: Adaptive Gradient Quantization with Hypernetworks. CoRR (2023)
Ziyuan Zhao, Kaixin Xu, Huai Zhe Yeo, Xulei Yang, Cuntai Guan
MS-MT: Multi-Scale Mean Teacher with Contrastive Unpaired Translation for Cross-Modality Vestibular Schwannoma and Cochlea Segmentation. CoRR (2023)
Zhongyao Cheng, Cen Chen, Ziyuan Zhao, Peisheng Qian, Xiaoli Li, Xulei Yang
COCO-TEACH: A Contrastive Co-Teaching Network For Incremental 3D Object Detection. ICIP (2023)
Ziyuan Zhao, Fangcheng Zhou, Zeng Zeng, Cuntai Guan, S. Kevin Zhou
Meta-hallucinator: Towards Few-Shot Cross-Modality Cardiac Image Segmentation. CoRR (2023)
Cheng Shi, Ying Liu, Minghua Zhao, Zhenzhen You, Ziyuan Zhao
Adversarial Defense via Perturbation-Disentanglement in Hyperspectral Image Classification. ICIP (2023)
Zeng Zeng, Ziyuan Zhao, Kaixin Xu, Yangfan Li, Cen Chen, Xiaofeng Zou, Yulan Wang, Wei Wei, Pierce K. H. Chow, Xiao-Li Li
CoIn: Correlation Induced Clustering for Cognition of High Dimensional Bioinformatics Data. IEEE J. Biomed. Health Informatics 27 (2) (2023)
Su Zhang, Ziyuan Zhao, Cuntai Guan
Multimodal Continuous Emotion Recognition: A Technical Report for ABAW5. CVPR Workshops (2023)
Ruipeng Sun, Ziyuan Zhao, Li Shen, Zeng Zeng, Yuxin Li, Bharadwaj Veeravalli, Xulei Yang
An Efficient Deep Video Model For Deepfake Detection. ICIP (2023)
Ziyuan Zhao, Peisheng Qian, Xulei Yang, Zeng Zeng, Cuntai Guan, Tam Wai Leong, Xiaoli Li
SemiGNN-PPI: Self-Ensembling Multi-Graph Neural Network for Efficient and Generalizable Protein-Protein Interaction Prediction. CoRR (2023)
Fei Du, Yun Yang, Ziyuan Zhao, Zeng Zeng
Efficient Perturbation Inference and Expandable Network for continual learning. Neural Networks 159 (2023)
Su Zhang, Ziyuan Zhao, Cuntai Guan
Multimodal Continuous Emotion Recognition: A Technical Report for ABAW5. CoRR (2023)
Jie Wang, Richard Chang, Ziyuan Zhao, Ramanpreet Singh Pahwa
Robust Detection, Segmentation, and Metrology of High Bandwidth Memory 3D Scans Using an Improved Semi-Supervised Deep Learning Approach. Sensors 23 (12) (2023)
Zhan Su, Zhicheng Dou, Yujia Zhou, Ziyuan Zhao, Ji-Rong Wen
PSLOG: Pretraining with Search Logs for Document Ranking. KDD (2023)
Ziyuan Zhao, Peisheng Qian, Xulei Yang, Zeng Zeng, Cuntai Guan, Tam Wai Leong, Xiaoli Li
SemiGNN-PPI: Self-Ensembling Multi-Graph Neural Network for Efficient and Generalizable Protein-Protein Interaction Prediction. IJCAI (2023)
Kaixin Xu, Alina Hui Xiu Lee, Ziyuan Zhao, Zhe Wang, Min Wu, Weisi Lin
Metagrad: Adaptive Gradient Quantization with Hypernetworks. ICIP (2023)
Yaxin Zhu, Peisheng Qian, Ziyuan Zhao, Zeng Zeng
Deep Feature Fusion via Graph Convolutional Network for Intracranial Artery Labeling. CoRR (2022)
Kaixin Xu, Liyang Liu, Ziyuan Zhao, Zeng Zeng, Bharadwaj Veeravalli
Object-Aware Self-supervised Multi-Label Learning. CoRR (2022)
Ziyuan Zhao, Jinxuan Hu, Zeng Zeng, Xulei Yang, Peisheng Qian, Bharadwaj Veeravalli, Cuntai Guan
MMGL: Multi-Scale Multi-View Global-Local Contrastive learning for Semi-supervised Cardiac Image Segmentation. CoRR (2022)
Luyang Jie, Pengchen Liang, Ziyuan Zhao, Jianguo Chen, Qing Chang, Zeng Zeng
ADAN: An Adversarial Domain Adaptation Neural Network for Early Gastric Cancer Prediction. EMBC (2022)
Ziyuan Zhao, Kaixin Xu, Shumeng Li, Zeng Zeng, Cuntai Guan
MT-UDA: Towards Unsupervised Cross-modality Medical Image Segmentation with Limited Source Labels. CoRR (2022)
Xiang Zhang, Ziyuan Zhao, Theodoros Tsiligkaridis, Marinka Zitnik
Self-Supervised Contrastive Pre-Training For Time Series via Time-Frequency Consistency. CoRR (2022)
Xulei Yang, Qing Da, Peisheng Qian, Bharadwaj Veeravalli, Tam Wai Leong, Lingyun Dai, Pär Nordlund, Nayana Prabhu, Ziyuan Zhao, Zeng Zeng
CETSA Feature Based Clustering for Protein Outlier Discovery by Protein-to-Protein Interaction Prediction. EMBC (2022)
Ziyuan Zhao, Fangcheng Zhou, Zeng Zeng, Cuntai Guan, S. Kevin Zhou
Meta-hallucinator: Towards Few-Shot Cross-Modality Cardiac Image Segmentation. MICCAI (5) (2022)
Zeng Zeng, Shenghao Zhao, Qing Da, Peisheng Qian, Tam Wai Leong, Lingyun Dai, Pär Nordlund, Nayana Prabhu, Ziyuan Zhao, Xulei Yang
CycleDNN - A Novel Deep Neural Network Model for CETSA Feature Prediction cross Cell Lines. EMBC (2022)
Xiaoyan Zheng, Zeng Zeng, Can Ma, Qing Chang, Ziyuan Zhao, Xulei Yang
Malignancy Suspicious Region Guided Deep Neural Networks for Gastric Ulcer Classification. EMBC (2022)
Ziyuan Zhao, Jinxuan Hu, Zeng Zeng, Xulei Yang, Peisheng Qian, Bharadwaj Veeravalli, Cuntai Guan
MMGL: Multi-Scale Multi-View Global-Local Contrastive Learning for Semi-Supervised Cardiac Image Segmentation. ICIP (2022)
Ziyuan Zhao, Wenjing Lu, Zeng Zeng, Kaixin Xu, Bharadwaj Veeravalli, Cuntai Guan
Self-supervised Assisted Active Learning for Skin Lesion Segmentation. CoRR (2022)
Ziyuan Zhao, Fangcheng Zhou, Kaixin Xu, Zeng Zeng, Cuntai Guan, S. Kevin Zhou
LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentation. CoRR (2022)
Yiming Yao, Peisheng Qian, Ziyuan Zhao, Zeng Zeng
Residual Channel Attention Network for Brain Glioma Segmentation. CoRR (2022)
Ziyuan Zhao, Peisheng Qian, Yubo Hou, Zeng Zeng
Adaptive Mean-Residue Loss for Robust Facial Age Estimation. ICME (2022)
Kaixin Xu, Liyang Liu, Ziyuan Zhao, Zeng Zeng, Bharadwaj Veeravalli
Object-Aware Self-Supervised Multi-Label Learning. ICIP (2022)
Zeng Zeng, Wei Zhao, Peisheng Qian, Yingjie Zhou, Ziyuan Zhao, Cen Chen, Cuntai Guan
Robust Traffic Prediction From Spatial-Temporal Data Based on Conditional Distribution Learning. IEEE Trans. Cybern. 52 (12) (2022)
Ziyuan Zhao, Kaixin Xu, Huai Zhe Yeo, Xulei Yang, Cuntai Guan
MS-MT: Multi-scale Mean Teacher with Contrastive Unpaired Translation for Cross-Modality Vestibular Schwannoma and Cochlea Segmentation. BrainLes@MICCAI (2) (2022)
Ziyuan Zhao, Peisheng Qian, Yubo Hou, Zeng Zeng
Adaptive Mean-Residue Loss for Robust Facial Age Estimation. CoRR (2022)
Ziyuan Zhao, Andong Zhu, Zeng Zeng, Bharadwaj Veeravalli, Cuntai Guan
ACT-Net: Asymmetric Co-Teacher Network for Semi-supervised Memory-efficient Medical Image Segmentation. CoRR (2022)
Ziyuan Zhao, Milan Simic
Transition to Electric and Autonomous Vehicles in China. KES-HCIS (2022)
Ziyuan Zhao, Andong Zhu, Zeng Zeng, Bharadwaj Veeravalli, Cuntai Guan
ACT-NET: Asymmetric Co-Teacher Network for Semi-Supervised Memory-Efficient Medical Image Segmentation. ICIP (2022)
Yue Wang, Zhe Wang, Ziyuan Zhao, Zijian Li, Xun Jian, Hao Xin, Lei Chen, Jianchun Song, Zhenhong Chen, Meng Zhao
Effective Similarity Search on Heterogeneous Networks: A Meta-Path Free Approach. IEEE Trans. Knowl. Data Eng. 34 (7) (2022)
Yaxin Zhu, Peisheng Qian, Ziyuan Zhao, Zeng Zeng
Deep Feature Fusion via Graph Convolutional Network for Intracranial Artery Labeling. EMBC (2022)
Qiyu Wei, Xulei Yang, Tong Sang, Huijiao Wang, Xiaofeng Zou, Zhongyao Cheng, Ziyuan Zhao, Zeng Zeng
Latent Vector Prototypes Guided Conditional Face Synthesis. ICIP (2022)
Ziyuan Zhao, Mingxi Xu, Peisheng Qian, Ramanpreet Singh Pahwa, Richard Chang
DA-CIL: Towards Domain Adaptive Class-Incremental 3D Object Detection. CoRR (2022)
Yiming Yao, Peisheng Qian, Ziyuan Zhao, Zeng Zeng
Residual Channel Attention Network for Brain Glioma Segmentation. EMBC (2022)
Ziyuan Zhao, Wenjing Lu, Zeng Zeng, Kaixin Xu, Bharadwaj Veeravalli, Cuntai Guan
Self-supervised Assisted Active Learning for Skin Lesion Segmentation. EMBC (2022)
Ziyuan Zhao, Mingxi Xu, Peisheng Qian, Ramanpreet Singh Pahwa, Richard Chang
DA-CIL: Towards Domain Adaptive Class-Incremental 3D Object Detection. BMVC (2022)
Xiang Zhang, Ziyuan Zhao, Theodoros Tsiligkaridis, Marinka Zitnik
Self-Supervised Contrastive Pre-Training For Time Series via Time-Frequency Consistency. NeurIPS (2022)
Shumeng Li, Ziyuan Zhao, Kaixin Xu, Zeng Zeng, Cuntai Guan
Hierarchical Consistency Regularized Mean Teacher for Semi-supervised 3D Left Atrium Segmentation. EMBC (2021)
Ziyuan Zhao, Zeyu Ma, Yanjie Liu, Zeng Zeng, Pierce K. H. Chow
Multi-Slice Dense-Sparse Learning for Efficient Liver and Tumor Segmentation. EMBC (2021)
Peisheng Qian, Ziyuan Zhao, Cong Chen, Zeng Zeng, Xiaoli Li
Two Eyes Are Better Than One: Exploiting Binocular Correlation for Diabetic Retinopathy Severity Grading. CoRR (2021)
Ziyuan Zhao, Zeng Zeng, Kaixin Xu, Cen Chen, Cuntai Guan
DSAL: Deeply Supervised Active Learning From Strong and Weak Labelers for Biomedical Image Segmentation. IEEE J. Biomed. Health Informatics 25 (10) (2021)
Ziyuan Zhao, Zeng Zeng, Kaixin Xu, Cen Chen, Cuntai Guan
DSAL: Deeply Supervised Active Learning from Strong and Weak Labelers for Biomedical Image Segmentation. CoRR (2021)
Ziyuan Zhao, Kaixin Xu, Shumeng Li, Zeng Zeng, Cuntai Guan
MT-UDA: Towards Unsupervised Cross-modality Medical Image Segmentation with Limited Source Labels. MICCAI (1) (2021)
Ziyuan Zhao, Zeyu Ma, Yanjie Liu, Zeng Zeng, Pierce K. H. Chow
Multi-Slice Dense-Sparse Learning for Efficient Liver and Tumor Segmentation. CoRR (2021)
Shumeng Li, Ziyuan Zhao, Kaixin Xu, Zeng Zeng, Cuntai Guan
Hierarchical Consistency Regularized Mean Teacher for Semi-supervised 3D Left Atrium Segmentation. CoRR (2021)
Peisheng Qian, Ziyuan Zhao, Cong Chen, Zeng Zeng, Xiaoli Li
Two Eyes Are Better Than One: Exploiting Binocular Correlation for Diabetic Retinopathy Severity Grading. EMBC (2021)
Ziyuan Zhao, Xiaoyan Yang, Bharadwaj Veeravalli, Zeng Zeng
Deeply Supervised Active Learning for Finger Bones Segmentation. CoRR (2020)
Ziyuan Zhao, Kartik Chopra, Zeng Zeng, Xiaoli Li
Sea-Net: Squeeze-And-Excitation Attention Net For Diabetic Retinopathy Grading. ICIP (2020)
Jiapan Gu, Ziyuan Zhao, Zeng Zeng, Yuzhe Wang, Zhengyiren Qiu, Bharadwaj Veeravalli, Brian Kim Poh Goh, Glenn Kunnath Bonney, Krishnakumar Madhavan, Chan Wan Ying, Lim Kheng Choon, Thng Choon Hua, Pierce K. H. Chow
Multi-Phase Cross-modal Learning for Noninvasive Gene Mutation Prediction in Hepatocellular Carcinoma. EMBC (2020)
Jiapan Gu, Ziyuan Zhao, Zeng Zeng, Yuzhe Wang, Zhengyiren Qiu, Bharadwaj Veeravalli, Brian Kim Poh Goh, Glenn Kunnath Bonney, Krishnakumar Madhavan, Chan Wan Ying, Lim Kheng Choon, Thng Choon Hua, Pierce K. H. Chow
Multi-Phase Cross-modal Learning for Noninvasive Gene Mutation Prediction in Hepatocellular Carcinoma. CoRR (2020)
Ziyuan Zhao, Xiaoyan Yang, Bharadwaj Veeravalli, Zeng Zeng
Deeply Supervised Active Learning for Finger Bones Segmentation. EMBC (2020)
Peisheng Qian, Ziyuan Zhao, Haobing Liu, Yingcai Wang, Yu Peng, Sheng Hu, Jing Zhang, Yue Deng, Zeng Zeng
Multi-Target Deep Learning for Algal Detection and Classification. CoRR (2020)
Ziyuan Zhao, Kartik Chopra, Zeng Zeng, Xiaoli Li
Sea-Net: Squeeze-And-Excitation Attention Net For Diabetic Retinopathy Grading. CoRR (2020)
Yue Wang, Zhe Wang, Ziyuan Zhao, Zijian Li, Xun Jian, Lei Chen, Jianchun Song
HowSim: A General and Effective Similarity Measure on Heterogeneous Information Networks. ICDE (2020)
Peisheng Qian, Ziyuan Zhao, Haobing Liu, Yingcai Wang, Yu Peng, Sheng Hu, Jing Zhang, Yue Deng, Zeng Zeng
Multi-Target Deep Learning for Algal Detection and Classification. EMBC (2020)
Zijian Li, Wenhao Zheng, Xueling Lin, Ziyuan Zhao, Zhe Wang, Yue Wang, Xun Jian, Lei Chen, Qiang Yan, Tiezheng Mao
TransN: Heterogeneous Network Representation Learning by Translating Node Embeddings. ICDE (2020)
Kaixin Xu, Ziyuan Zhao, Jiapan Gu, Zeng Zeng, Chan Wan Ying, Lim Kheng Choon, Thng Choon Hua, Pierce K. H. Chow
Multi-Instance Multi-Label Learning for Gene Mutation Prediction in Hepatocellular Carcinoma. EMBC (2020)
Kaixin Xu, Ziyuan Zhao, Jiapan Gu, Zeng Zeng, Chan Wan Ying, Lim Kheng Choon, Thng Choon Hua, Pierce K. H. Chow
Multi-Instance Multi-Label Learning for Gene Mutation Prediction in Hepatocellular Carcinoma. CoRR (2020)
Ziyuan Zhao, Kerui Zhang, Xuejie Hao, Jing Tian, Matthew Chin Heng Chua, Li Chen, Xin Xu
BiRA-Net: Bilinear Attention Net for Diabetic Retinopathy Grading. CoRR (2019)
Ziyuan Zhao, Kerui Zhang, Xuejie Hao, Jing Tian, Matthew Chin Heng Chua, Li Chen, Xin Xu
BiRA-Net: Bilinear Attention Net for Diabetic Retinopathy Grading. ICIP (2019)
Yunjin Wu, Ziyuan Zhao, Shengqiang Zhang, Lulu Yao, Yan Yang, Tom Z. J. Fu, Stefan Winkler
Interactive Multi-camera Soccer Video Analysis System. ACM Multimedia (2019)
Ziyuan Zhao, Xiaoman Zhang, Cen Chen, Wei Li, Songyou Peng, Jie Wang, Xulei Yang, Le Zhang, Zeng Zeng
Semi-Supervised Self-Taught Deep Learning for Finger Bones Segmentation. BHI (2019)
Ziyuan Zhao, Huiying Zhu, Zehao Xue, Zhao Liu, Jing Tian, Matthew Chin Heng Chua, Maofu Liu
An image-text consistency driven multimodal sentiment analysis approach for social media. Inf. Process. Manag. 56 (6) (2019)
Ziyuan Zhao, Xiaoman Zhang, Cen Chen, Wei Li, Songyou Peng, Jie Wang, Xulei Yang, Le Zhang, Zeng Zeng
Semi-Supervised Self-Taught Deep Learning for Finger Bones Segmentation. CoRR (2019)
Zhao Chen, Rui Fu, Ziyuan Zhao, Zheng Liu, Leihao Xia, Lei Chen, Peng Cheng, Caleb Chen Cao, Yongxin Tong, Chen Jason Zhang
gMission: A General Spatial Crowdsourcing Platform. Proc. VLDB Endow. 7 (13) (2014)
Chen Jason Zhang, Ziyuan Zhao, Lei Chen, H. V. Jagadish, Caleb Chen Cao
CrowdMatcher: crowd-assisted schema matching. SIGMOD Conference (2014)