Yumo Yao

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 5

Top Topics

Ensemble Learning

Fully Understand

Base Classifiers

Human Knowledge

Top Venues

IEEE Trans. Learn. Technol.

ACM Trans. Inf. Syst.

Neural Networks

Publications

Chunyun Zhang, Hebo Ma, Chaoran Cui, Yumo Yao, Weiran Xu, Yunfeng Zhang, Yuling Ma
CoSKT: A Collaborative Self-Supervised Learning Method for Knowledge Tracing. IEEE Trans. Learn. Technol. 17 (2024)
Chaoran Cui, Yumo Yao, Chunyun Zhang, Hebo Ma, Yuling Ma, Zhaochun Ren, Chen Zhang, James Ko
DGEKT: A Dual Graph Ensemble Learning Method for Knowledge Tracing. ACM Trans. Inf. Syst. 42 (3) (2024)
Chaoran Cui, Hebo Ma, Xiaolin Dong, Chen Zhang, Chunyun Zhang, Yumo Yao, Meng Chen, Yuling Ma
Model-agnostic counterfactual reasoning for identifying and mitigating answer bias in knowledge tracing. Neural Networks 178 (2024)
Chaoran Cui, Hebo Ma, Chen Zhang, Chunyun Zhang, Yumo Yao, Meng Chen, Yuling Ma
Do We Fully Understand Students' Knowledge States? Identifying and Mitigating Answer Bias in Knowledge Tracing. CoRR (2023)
Chaoran Cui, Yumo Yao, Chunyun Zhang, Hebo Ma, Yuling Ma, Zhaochun Ren, Chen Zhang, James Ko
DGEKT: A Dual Graph Ensemble Learning Method for Knowledge Tracing. CoRR (2022)