{"total":21,"rows":[{"id":"2207.06819","title":"Anomal-E: A Self-Supervised Network Intrusion Detection System based on Graph Neural Networks","created":"2022-07-14","cited_by_count":27,"area":null},{"id":"2410.01727","title":"Automated Knowledge Concept Annotation and Question Representation Learning for Knowledge Tracing","created":"2024-10-02","cited_by_count":11,"area":null},{"id":"2207.08098","title":"Model-Agnostic and Diverse Explanations for Streaming Rumour Graphs","created":"2022-07-17","cited_by_count":9,"area":null},{"id":"2312.11890","title":"Difficulty-Focused Contrastive Learning for Knowledge Tracing with a Large Language Model-Based Difficulty Prediction","created":"2023-12-19","cited_by_count":9,"area":null},{"id":"2308.07779","title":"Do We Fully Understand Students' Knowledge States? Identifying and Mitigating Answer Bias in Knowledge Tracing","created":"2023-08-15","cited_by_count":5,"area":null},{"id":"2207.05068","title":"Few-Shot Semantic Relation Prediction across Heterogeneous Graphs","created":"2022-07-11","cited_by_count":4,"area":null},{"id":"2402.17236","title":"A Review of Data Mining in Personalized Education: Current Trends and Future Prospects","created":"2024-02-27","cited_by_count":4,"area":null},{"id":"2308.05275","title":"Cross-heterogeneity Graph Few-shot Learning","created":"2023-08-10","cited_by_count":3,"area":null},{"id":"2403.06725","title":"Improving Low-Resource Knowledge Tracing Tasks by Supervised Pre-training and Importance Mechanism Fine-tuning","created":"2024-03-11","cited_by_count":3,"area":null},{"id":"2208.06144","title":"GSim: A Graph Neural Network based Relevance Measure for Heterogeneous Graphs","created":"2022-08-12","cited_by_count":2,"area":null},{"id":"2402.12291","title":"KARL: Knowledge-Aware Retrieval and Representations aid Retention and Learning in Students","created":"2024-02-19","cited_by_count":2,"area":null},{"id":"2406.12896","title":"Leveraging Pedagogical Theories to Understand Student Learning Process with Graph-based Reasonable Knowledge Tracing","created":"2024-06-07","cited_by_count":2,"area":null},{"id":"2407.02547","title":"Domain Generalizable Knowledge Tracing via Concept Aggregation and Relation-Based Attention","created":"2024-07-02","cited_by_count":2,"area":null},{"id":"2604.08260","title":"Behavior-Aware Item Modeling via Dynamic Procedural Solution Representations for Knowledge Tracing","created":"2026-04-09","cited_by_count":2,"area":null},{"id":"2308.03892","title":"Scalable and Equitable Math Problem Solving Strategy Prediction in Big Educational Data","created":"2023-08-07","cited_by_count":1,"area":null},{"id":"2404.10800","title":"Integrating Graph Neural Networks with Scattering Transform for Anomaly Detection","created":"2024-04-16","cited_by_count":1,"area":null},{"id":"2210.09012","title":"SAICL: Student Modelling with Interaction-level Auxiliary Contrastive Tasks for Knowledge Tracing and Dropout Prediction","created":"2022-10-07","cited_by_count":0,"area":null},{"id":"2301.12063","title":"HAT-GAE: Self-Supervised Graph Auto-encoders with Hierarchical Adaptive Masking and Trainable Corruption","created":"2023-01-28","cited_by_count":0,"area":null},{"id":"2504.15163","title":"Survey of Loss Augmented Knowledge Tracing","created":"2025-04-21","cited_by_count":0,"area":null},{"id":"2506.02949","title":"Dynamic Programming Techniques for Enhancing Cognitive Representation in Knowledge Tracing","created":"2025-06-03","cited_by_count":0,"area":null},{"id":"2512.13770","title":"Enhancing Semi-Supervised Multi-View Graph Convolutional Networks via Supervised Contrastive Learning and Self-Training","created":"2025-12-15","cited_by_count":0,"area":null}],"next_cursor":null}