GIKT: A Graph-based Interaction Model for Knowledge Tracing

Dynamic Graph for Adaptive Knowledge Tracing

DGEKT: A Dual Graph Ensemble Learning Method for Knowlegde Tracing

Disentangled Knowledge Tracing for Alleviating Cognitive Bias

Concept map-driven Response disentanglement method for enhancing Knowledge Tracing (CRKT)

Source codes and datasets for paper "Zero-1-to-3: Domain-level Zero-shot Cognitive Diagnosis via One Batch of Early-bird Students towards Three Diagnostic Objectives" (AAAI2024)

[KDD 2025] KnowTrace: Bootstrapping Iterative Retrieval-Augmented Generation with Structured Knowledge Tracing

This model is described in <<DAGKT: Difficulty and Attempts Boosted Graph-based Knowledge Tracing>>

code for paper: Interpretable Knowledge Tracing with Difficulty-Aware Attention and Selective State Space Model

EDM 2025, Using Large Multimodal Models to Extract Knowledge Components for Knowledge Tracing from Multimedia Question Information

Contrastive Cross-Course Knowledge Tracing via Concept Graph Guided Semantic Transfer

Revisiting Comprehensive Knowledge Tracing in Large-Scale Data

Cuff-KT: Tackling Learners' Real-time Learning Pattern Adjustment via Tuning-Free Knowledge State-Guided Model Updating

This is the source code for the paper "Multi-level Contrastive Learning for Knowledge Tracing"

Official repo for "Test Case-Informed Knowledge Tracing for Open-ended Coding Tasks" (LAK2025)

Public code for our paper Learning states enhanced knowledge tracing: Simulating the diversity in real-world learning process

[KDD-2024] "RIGL: A Unified Reciprocal Approach for Tracing the Independent and Group Learning Processes"

Learning Patterns-Guided Data Generation for Knowledge Tracing

the code of HCGKT