About Me
Wentao zhang (张文涛) is a Master student in Institute of Advanced Computing Technology (ACT), School of Computer Science and Engineering (SCSE), Beihang University.
Office: 37 Xueyuan Road, Haidian District, Beijing, P.R. China, 100191.
Email: zhangwt@act.buaa.edu.cn
Education
PHD, Computer Science
Master, Computer Science
Bachelor, Software Engineering
Research Interests
Spatio-Temporal Data Mining; Causal Inference
Publications
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[IJCNN'21] Learning New Word Semantics with Conceptual Text
Wei Pan, Tianyuan Liu, Wentao Zhang, Yuqing Sun -
[ChineseCSCW'20] A Low-Code Development Framework for Constructing Industrial Apps
Jingyue Wang, Binhang Qi, Wentao Zhang, Hailong Sun
Projects
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IIP-low code development platform
IIP is a low code development platform for ml/dl workflow, which provides users with whole process development support from data preprocessing, model construction, model training, model evaluation to model service.
the figure show the architecture of low-code development.
Most of this project is completed by me independently, with a total code of 130000 lines.
Ongoing Research Projects
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Similar task recommendation in IIP
Design a Workflow Neural Network to better enhance recommender system for low code development platform(LCDP).
Cooperate with SMARTDATA
Skills
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Language: Chinese, English(CET6 550+)
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Programming: Java, Python, C++
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Familiar with PyTorch, PyG, DGL, transformers, TensorFlow etc.
Last Modified: 2021/07/24