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

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

Learning Patterns-Guided Data Generation for Knowledge Tracing

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

Knowledge Concept-based Memory Network

Disentangled Knowledge Tracing for Alleviating Cognitive Bias

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

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

the code of HCGKT

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)

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

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

代码

This a demo implementation code for our paper "Thinking As a Teacher: LLM Supporting Knowledge Tracing Leveraging Global Subject and Student Specific Knowledge Graphs""

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

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

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