Education
- B.S. in Electronic and Computer Engineering, Zhejiang University, 2021
- B.S. in Computer Engineering, University of Illinois Urbana-Champaign, 2021
Publications
Structured Self-Supervised Pretraining for Commonsense Knowledge Graph Completion
Jiayuan Huang, Yangkai Du, Shuting Tao, Kun Xu, Pengtao XieKnowledge Graph Construction for Intelligent Maintainance of Power Plant
Yangkai Du, Jiayuan Huang, Shuting Tao, Hongwei WangA Deep-Learning Based Framework for Construction and Reasoning of Knowledge Graph from Power Plant Operation Report (in submission)
Tingyu Xie, Jiayuan Huang, Yangkai Du, Shuting Tao, Qi Li, Hongwei Wang
Research experience
- Summer 2020: Commonsense Knowledge Graph Complmentation with leveraging High-order Structures
- Advisor: Pengtao Xie (UC San Diego)
- We proposed several approaches which leverage the high-order structure in CKGs to capture the high-order relationships between concepts. Human evaluation and automatic evaluation results demonstratethe effectiveness of our methods.
- Summer 2019: Knowledge Graph Construction for Intelligent Maintainance
- Advisor: Hongwei Wang (Zhejiang University)
- Proposed a framework to build knowledge graph for power plant to extract knowledge and data from large number of non-structured power plant maintainance report and build knowledge graph based on relation between knowledge entities.
- Our paper gets published on conference ICEBE 2019, and we are awarded Best Paper Award.
Industry experience
- Summer 2018: Test Engineer
- Supervisor: Jie Mou
- Zhejiang Feirong Robot Science and Technology Co., Ltd
- Duties included: Writing test scripts, identify defects with developers
Service and leadership
- Reviewer, invited as a reviewer in Thirty-Fifth AAAI Conference on Artificial Intelligence
- Assistant Supervisor, UIUC graduate class of exchange students in Zhejiang University
- Chairman, 2nd Student Congress of International Campus of Zhejiang University
- Director, Student Association Consulting Center of International Campus of Zhejiang University
Skills
- Python, C++, C and MATLAB
- Pytorch, Tensorflow