Yumo Yao's Homepage
Short Biography
Yumo Yao (姚羽默)
is currently a 1st-year 2nd-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 and JST次世代研究者挑戦的研究プログラム.
His major research interests include Knowledge Tracing, LLM and
User Modeling.
News
I'm now in my second year of PhD studies—a new beginning!.
- October 2024
I became an organizer for the SIGIR-AP 2024.
- June 2024
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
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
|
DGEKT: A Dual Graph Ensemble Learning Method for Knowledge Tracing
C Cui, Y Yao, C Zhang, H Ma, Y Ma, Z Ren, C Zhang, J Ko ACM Transactions on Information Systems. Download: [paper] |
|
CoSKT: A Collaborative Self-supervised Learning Method for Knowledge Tracing
C Zhang, H Ma, C Cui, Y Yao , W Xu, Y Zhang, Y Ma IEEE Transactions on Learning Technologies. Download: [paper] |
|
Model-agnostic counterfactual reasoning for identifying and mitigating answer bias in knowledge tracing
C Cui, H Ma, X Dong, C Zhang, C Zhang, Y Yao, M Chen, Y Ma Neural Networks. Download: [paper] |