Haiping Ma
11 papers · 2022–2026 · 3 venues · across top CS/AI venues
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cognitive diagnosis
(6)
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student proficiency
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question selection
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knowledge tracing
(2)
computerized adaptive testing
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anomaly detection
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item response theory
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Papers
Debiased Cognitive Diagnosis: A Contrastive Counterfactual Modeling Method via Variational Autoencoder
AAAI 2026
PEOAT: Personalization-Guided Evolutionary Question Assembly for One-Shot Adaptive Testing
AAAI 2026
AD4CD: Causal-Guided Anomaly Detection for Enhancing Cognitive Diagnosis
AAAI 2025
Endowing Interpretability for Neural Cognitive Diagnosis by Efficient Kolmogorov-Arnold Networks
IJCAI 2025
Explicit and Implicit Examinee-Question Relation Exploiting for Efficient Computerized Adaptive Testing
AAAI 2025
DGCD: An Adaptive Denoising GNN for Group-level Cognitive Diagnosis
IJCAI 2024
DisenGCD: A Meta Multigraph-assisted Disentangled Graph Learning Framework for Cognitive Diagnosis
NeurIPS 2024
Enhancing Cognitive Diagnosis Using Un-interacted Exercises: A Collaboration-Aware Mixed Sampling Approach
AAAI 2024
Evolutionary Neural Architecture Search for Transformer in Knowledge Tracing
NeurIPS 2023
Fully Adaptive Framework: Neural Computerized Adaptive Testing for Online Education
AAAI 2022
Reconciling Cognitive Modeling with Knowledge Forgetting: A Continuous Time-aware Neural Network Approach
IJCAI 2022