Qiongqiong Liu
4 papers · 2022–2023 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
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Trend Setter
Venues
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Research topics
Keywords
student performance prediction
(4)
knowledge tracing
(4)
deep learning
(3)
cognitive representation
(1)
deep learning model
(1)
deep neural network
(1)
educational data mining
(1)
rasch model
(1)
auxiliary information
(1)
intelligent tutoring system
(1)
student modeling
(1)
educational data
(1)
educational dataset
(1)
knowledge state
(1)
knowledge component
(1)
benchmark platform
(1)
representation learning
(1)
dot-product attention
(1)
cognitive modeling
(1)
item response theory
(1)
Papers
Improving Interpretability of Deep Sequential Knowledge Tracing Models with Question-centric Cognitive Representations
AAAI 2023
simpleKT: A Simple But Tough-to-Beat Baseline for Knowledge Tracing
ICLR 2023
XES3G5M: A Knowledge Tracing Benchmark Dataset with Auxiliary Information
NeurIPS 2023
pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models
NeurIPS 2022