Yumo Yao's Homepage
Short Biography
Yumo Yao (姚羽默)
is currently a 3rd-year Ph.D. student at
University of Tsukuba,
under the supervision of Prof.
Hai-Tao Yu
.
He is a member of the
II Lab and the
JST Support for Pioneering Research Initiated by the Next Generation.
His major research interests include Educational Data Mining,
Federated Learning, and Large Language Models.
He is currently seeking research and industry opportunities related to his research interests.
Research institutes and companies with relevant positions are warmly welcome to contact him at
yumo.phd@outlook.com.
News
Our paper
FSBKT
was accepted by IEEE SMC 2026!
- June 2026
Our paper
MCKT
was accepted for publication in IEEE Access!
- April 2026
I started my third year of Ph.D. study at the University of Tsukuba.
- October 2025
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
|
FSBKT: Federated Structural and Behavioral Prototype Learning for
Privacy-Preserving Knowledge Tracing
Y Yao, HT Yu, J Chen 2026 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2026). Status: [Accepted] |
|
MCKT: A Parallel Mamba-Based Model for Content-Aware Knowledge Tracing
Y Yao, HT Yu IEEE Access. Download: [paper] |
|
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] |