Yishuo Zhang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 18

Top Topics

Numeric Attributes

Video Analytics

Vessel Segmentation

Top Venues

Data Min. Knowl. Discov.

Publications

Yishuo Zhang, Nayyar Zaidi, Jiahui Zhou, Tao Wang, Gang Li
Effective interpretable learning for large-scale categorical data. Data Min. Knowl. Discov. 38 (4) (2024)
Haiyang Xia, Nayyar Zaidi, Yishuo Zhang, Gang Li
Improving neural network's robustness on tabular data with D-layers. Data Min. Knowl. Discov. 38 (1) (2024)
Yishuo Zhang, Nayyar Abbas Zaidi, Gang Li, Wray L. Buntine
MEG: Masked Ensemble Tabular Data Generator. ICDM (2023)
Zhizhen Zhang, Xiaohui Xie, Yishuo Zhang, Lanshan Zhang, Yong Jiang
HierCas: Hierarchical Temporal Graph Attention Networks for Popularity Prediction in Information Cascades. CoRR (2023)
Yishuo Zhang, Nayyar Abbas Zaidi, Jiahui Zhou, Gang Li
Interpretable tabular data generation. Knowl. Inf. Syst. 65 (7) (2023)
Ran Guan, Yishuo Zhang, Yun Zhang, Qianqian Zhu, Lin Chen
Data-driven Spatial Super-Resolution for FMCW mmWave Sensing Systems. SECON (2023)
Jiahui Zhou, Nayyar Abbas Zaidi, Yishuo Zhang, Paul Montague, Junae Kim, Gang Li
Leveraging Generative Models for Combating Adversarial Attacks on Tabular Datasets. PAKDD (1) (2023)
Ziyi Wang, Xiaoyu He, Zhizhen Zhang, Yishuo Zhang, Zhen Cao, Wei Cheng, Wendong Wang, Yong Cui
Edge-Assisted Real-Time Video Analytics With Spatial-Temporal Redundancy Suppression. IEEE Internet Things J. 10 (7) (2023)
Yishuo Zhang, Nayyar Abbas Zaidi, Jiahui Zhou, Gang Li
GANBLR++: Incorporating Capacity to Generate Numeric Attributes and Leveraging Unrestricted Bayesian Networks. SDM (2022)
Jiahui Zhou, Nayyar Abbas Zaidi, Yishuo Zhang, Gang Li
Discretization Inspired Defence Algorithm Against Adversarial Attacks on Tabular Data. PAKDD (2) (2022)
Yishuo Zhang, Albert C. S. Chung
GUNet: A GCN-CNN Hybrid Model for Retinal Vessel Segmentation by Learning Graphical Structures. OMIA@MICCAI (2022)
Sandya De Alwis, Ziwei Hou, Yishuo Zhang, Myung Hwan Na, Bahadorreza Ofoghi, Atul Sajjanhar
A survey on smart farming data, applications and techniques. Comput. Ind. 138 (2022)
Yishuo Zhang, Nayyar Abbas Zaidi, Jiahui Zhou, Gang Li
GANBLR: A Tabular Data Generation Model. ICDM (2021)
Yishuo Zhang, Daniel Gao, Aswani Kumar Cherukuri, Lei Wang, Shaowei Pan, Shu Li
Topological Graph Representation Learning on Property Graph. KSEM (1) (2020)
Shu Li, Yishuo Zhang, Penghui Jiang, Zhao Li, Chengwei Zhang, Qingyun Liu
Predicting User Influence in the Propagation of Toxic Information. KSEM (1) (2020)
Sandya De Alwis, Yishuo Zhang, Myung Na, Gang Li
Duo Attention with Deep Learning on Tomato Yield Prediction and Factor Interpretation. PRICAI (3) (2019)
Yishuo Zhang, Albert C. S. Chung
Deep supervision with additional labels for retinal vessel segmentation task. CoRR (2018)
Yishuo Zhang, Albert C. S. Chung
Deep Supervision with Additional Labels for Retinal Vessel Segmentation Task. MICCAI (2) (2018)