Yumo Yao's Homepage
Short Biography
Yumo Yao (姚羽默) is currently a first-year P.hD student at University of Tsukuba , and under the supervision of Prof. Hai-Tao Yu. He is a member of the II Lab. His major research interests include Knowledge Tracing, LLM and User Modeling.
News
Our paper was accepted by IEEE Learning Technologies!
- April 2024
Our paper was accepted by ACM TOIS!
- February 2024
Awarded the JST Doctoral Fellowship!
- November 2023
Admitted as a PhD. student by under the supervision of Hai-Tao!
- October 2023
Passed the Ph.D. Qualifying Exam at University of Tsukuba
- February 2023
Attended Conference of CCF AI 2021 in Yantai, Shandong.
- July 2021
Attended Conference of CCF ADL116 2021 in Beijing.
- May 2021
Admitted as a Master student under the supervision of Chaoran Cui!
- September 2020
Pass the Postgraduate Entrance Examination.
- February 2020
Experiences
Doctor's Degree Candidate University of Tsukuba, Japan.
Oct. 2023 - Now
Master's Degree Candidate Shandong University of Finance and Economics, Jinan, China.
Sep. 2020 - Jul. 2023
Bachelar's Degree Candidate Shandong University of Finance and Economics, Jinan, China.
Sep. 2016 - Jul. 2020
Publication
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DGEKT: A Dual Graph Ensemble Learning Method for Knowledge Tracing
ChaoranCui, YumoYao, ChunyunZhang, HeboMa, ZhaochunRen and Chen Zhang ACM Transactions on Information Systems. Download: [paper] |
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CoSKT: A Collaborative Self-supervised Learning Method for Knowledge Tracing
ChunyunZhang, HeboMa, ChaoranCui, YumoYao, WeiranXu, Yuling Ma and YunfengZhang IEEE Transactions on Learning Technologies. Download: [paper] |
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Do We Fully Understand Students' Knowledge States? Identifying and Overcoming Answer Bias in Knowledge Tracing
Hebo Ma, Chaoran Cui, Chen Zhang,Chunyun Zhang, Yumo Yao, Meng Chen and Yuling Ma Download: [paper] |