Yishuo Zhang

According to our database, Yishuo Zhang authored at least 18 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Retinal Vessel Segmentation by a Transformer-U-Net Hybrid Model With Dual-Path Decoder.

Yishuo Zhang, Albert C. S. Chung

IEEE J. Biomed. Health Informatics, September, 2024

Effective interpretable learning for large-scale categorical data.

Yishuo Zhang, Nayyar Zaidi, Jiahui Zhou, Tao Wang, Gang Li

Data Min. Knowl. Discov., July, 2024

Improving neural network's robustness on tabular data with D-layers.

Haiyang Xia, Nayyar Zaidi, Yishuo Zhang, Gang Li

Data Min. Knowl. Discov., January, 2024

HierCas: Hierarchical Temporal Graph Attention Networks for Popularity Prediction in Information Cascades.

Zhizhen Zhang, Xiaohui Xie, Yishuo Zhang, Lanshan Zhang, Yong Jiang

Proceedings of the International Joint Conference on Neural Networks, 2024

2023

Interpretable tabular data generation.

Yishuo Zhang, Nayyar Abbas Zaidi, Jiahui Zhou, Gang Li

Knowl. Inf. Syst., July, 2023

Edge-Assisted Real-Time Video Analytics With Spatial-Temporal Redundancy Suppression.

Ziyi Wang, Xiaoyu He, Zhizhen Zhang, Yishuo Zhang, Zhen Cao, Wei Cheng, Wendong Wang, Yong Cui

IEEE Internet Things J., April, 2023

Data-driven Spatial Super-Resolution for FMCW mmWave Sensing Systems.

Ran Guan, Yishuo Zhang, Yun Zhang, Qianqian Zhu, Lin Chen

Proceedings of the 20th Annual IEEE International Conference on Sensing, 2023

Leveraging Generative Models for Combating Adversarial Attacks on Tabular Datasets.

Jiahui Zhou, Nayyar Abbas Zaidi, Yishuo Zhang, Paul Montague, Junae Kim, Gang Li

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

MEG: Masked Ensemble Tabular Data Generator.

Yishuo Zhang, Nayyar Abbas Zaidi, Gang Li, Wray L. Buntine

Proceedings of the IEEE International Conference on Data Mining, 2023

2022

A survey on smart farming data, applications and techniques.

Sandya De Alwis, Ziwei Hou, Yishuo Zhang, Myung Hwan Na, Bahadorreza Ofoghi, Atul Sajjanhar

Comput. Ind., 2022

GANBLR++: Incorporating Capacity to Generate Numeric Attributes and Leveraging Unrestricted Bayesian Networks.

Yishuo Zhang, Nayyar Abbas Zaidi, Jiahui Zhou, Gang Li

Proceedings of the 2022 SIAM International Conference on Data Mining, 2022

Discretization Inspired Defence Algorithm Against Adversarial Attacks on Tabular Data.

Jiahui Zhou, Nayyar Abbas Zaidi, Yishuo Zhang, Gang Li

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2022

GUNet: A GCN-CNN Hybrid Model for Retinal Vessel Segmentation by Learning Graphical Structures.

Yishuo Zhang, Albert C. S. Chung

Proceedings of the Ophthalmic Medical Image Analysis - 9th International Workshop, 2022

2021

GANBLR: A Tabular Data Generation Model.

Yishuo Zhang, Nayyar Abbas Zaidi, Jiahui Zhou, Gang Li

Proceedings of the IEEE International Conference on Data Mining, 2021

2020

Topological Graph Representation Learning on Property Graph.

Yishuo Zhang, Daniel Gao, Aswani Kumar Cherukuri, Lei Wang, Shaowei Pan, Shu Li

Proceedings of the Knowledge Science, Engineering and Management, 2020

Predicting User Influence in the Propagation of Toxic Information.

Shu Li, Yishuo Zhang, Penghui Jiang, Zhao Li, Chengwei Zhang, Qingyun Liu

Proceedings of the Knowledge Science, Engineering and Management, 2020

2019

Duo Attention with Deep Learning on Tomato Yield Prediction and Factor Interpretation.

Sandya De Alwis, Yishuo Zhang, Myung Hwan Na, Gang Li

Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

2018

Deep Supervision with Additional Labels for Retinal Vessel Segmentation Task.

Yishuo Zhang, Albert C. S. Chung

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018