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2020 – today
- 2024
[j6]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): 173-205 (2024)- [j5]Yishuo Zhang, Nayyar Zaidi, Jiahui Zhou, Tao Wang, Gang Li:
Effective interpretable learning for large-scale categorical data. Data Min. Knowl. Discov. 38(4): 2223-2251 (2024) - [j4]Yishuo Zhang
, Albert C. S. Chung:
Retinal Vessel Segmentation by a Transformer-U-Net Hybrid Model With Dual-Path Decoder. IEEE J. Biomed. Health Informatics 28(9): 5347-5359 (2024) - [c12]Zhizhen Zhang, Xiaohui Xie, Yishuo Zhang, Lanshan Zhang, Yong Jiang:
HierCas: Hierarchical Temporal Graph Attention Networks for Popularity Prediction in Information Cascades. IJCNN 2024: 1-8 - 2023
- [j3]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): 6324-6335 (2023) - [j2]Yishuo Zhang, Nayyar Abbas Zaidi, Jiahui Zhou, Gang Li:
Interpretable tabular data generation. Knowl. Inf. Syst. 65(7): 2935-2963 (2023) - [c11]Yishuo Zhang, Nayyar Abbas Zaidi, Gang Li, Wray L. Buntine:
MEG: Masked Ensemble Tabular Data Generator. ICDM 2023: 838-847 - [c10]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: 147-158 - [c9]Ran Guan, Yishuo Zhang, Yun Zhang, Qianqian Zhu, Lin Chen:
Data-driven Spatial Super-Resolution for FMCW mmWave Sensing Systems. SECON 2023: 160-167 - [i2]Zhizhen Zhang, Xiaohui Xie, Yishuo Zhang, Lanshan Zhang, Yong Jiang:
HierCas: Hierarchical Temporal Graph Attention Networks for Popularity Prediction in Information Cascades. CoRR abs/2310.13219 (2023) - 2022
- [j1]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: 103624 (2022) - [c8]Yishuo Zhang, Albert C. S. Chung:
GUNet: A GCN-CNN Hybrid Model for Retinal Vessel Segmentation by Learning Graphical Structures. OMIA@MICCAI 2022: 33-42 - [c7]Jiahui Zhou, Nayyar Abbas Zaidi, Yishuo Zhang, Gang Li:
Discretization Inspired Defence Algorithm Against Adversarial Attacks on Tabular Data. PAKDD (2) 2022: 367-379 - [c6]Yishuo Zhang, Nayyar Abbas Zaidi, Jiahui Zhou, Gang Li:
GANBLR++: Incorporating Capacity to Generate Numeric Attributes and Leveraging Unrestricted Bayesian Networks. SDM 2022: 298-306 - 2021
- [c5]Yishuo Zhang, Nayyar Abbas Zaidi, Jiahui Zhou, Gang Li:
GANBLR: A Tabular Data Generation Model. ICDM 2021: 181-190 - 2020
- [c4]Yishuo Zhang, Daniel Gao, Aswani Kumar Cherukuri, Lei Wang, Shaowei Pan, Shu Li:
Topological Graph Representation Learning on Property Graph. KSEM (1) 2020: 53-64 - [c3]Shu Li, Yishuo Zhang, Penghui Jiang, Zhao Li, Chengwei Zhang, Qingyun Liu:
Predicting User Influence in the Propagation of Toxic Information. KSEM (1) 2020: 459-470
2010 – 2019
- 2019
- [c2]Sandya De Alwis, Yishuo Zhang, Myung Hwan Na, Gang Li:
Duo Attention with Deep Learning on Tomato Yield Prediction and Factor Interpretation. PRICAI (3) 2019: 704-715 - 2018
- [c1]Yishuo Zhang, Albert C. S. Chung:
Deep Supervision with Additional Labels for Retinal Vessel Segmentation Task. MICCAI (2) 2018: 83-91 - [i1]Yishuo Zhang, Albert C. S. Chung:
Deep supervision with additional labels for retinal vessel segmentation task. CoRR abs/1806.02132 (2018)
Coauthor Index
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