Bi-CLKT: Bi-Graph Contrastive Learning based Knowledge Tracing

22 January 2022

Papers citing "Bi-CLKT: Bi-Graph Contrastive Learning based Knowledge Tracing"

22 / 22 papers shown

Title
Survey of Loss Augmented Knowledge Tracing Altun Shukurlu 30 0 0 21 Apr 2025
Automated Knowledge Concept Annotation and Question Representation Learning for Knowledge Tracing Yilmazcan Ozyurt Stefan Feuerriegel Mrinmaya Sachan AI4Ed 44 1 0 02 Oct 2024
Domain Generalizable Knowledge Tracing via Concept Aggregation and Relation-Based Attention Yuquan Xie Wanqi Yang Jinyu Wei Ming Yang Yang Gao AI4Ed 44 1 0 02 Jul 2024
Leveraging Pedagogical Theories to Understand Student Learning Process with Graph-based Reasonable Knowledge Tracing Jiajun Cui Hong Qian Bo Jiang Wei Zhang AI4Ed 16 2 0 07 Jun 2024
Enhancing Deep Knowledge Tracing via Diffusion Models for Personalized Adaptive Learning Ming-Mu Kuo Shouvon Sarker Lijun Qian Yujian Fu Xiangfang Li Xishuang Dong AI4Ed 40 1 0 25 Apr 2024
Integrating Graph Neural Networks with Scattering Transform for Anomaly Detection Abdeljalil Zoubir Badr Missaoui 22 0 0 16 Apr 2024
Improving Low-Resource Knowledge Tracing Tasks by Supervised Pre-training and Importance Mechanism Fine-tuning Hengyuan Zhang Zitao Liu Shuyan Huang Chenming Shang Bojun Zhan Yong Jiang 45 4 0 11 Mar 2024
A Review of Data Mining in Personalized Education: Current Trends and Future Prospects Zhang Xiong Haoxuan Li Zhuang Liu Zhuofan Chen Hao Zhou Wenge Rong Y. Ouyang 23 4 0 27 Feb 2024
KARL: Knowledge-Aware Retrieval and Representations aid Retention and Learning in Students Matthew Shu Nishant Balepur Shi Feng Jordan L. Boyd-Graber AI4Ed HAI 13 3 0 19 Feb 2024
Difficulty-Focused Contrastive Learning for Knowledge Tracing with a Large Language Model-Based Difficulty Prediction Unggi Lee Sungjun Yoon Joon Seo Yun Kyoungsoo Park YoungHoon Jung Damji Stratton Hyeoncheol Kim 16 6 0 19 Dec 2023
Do We Fully Understand Students' Knowledge States? Identifying and Mitigating Answer Bias in Knowledge Tracing C. Cui Hebo Ma C. Zhang Chunyun Zhang Yumo Yao Meng Chen Yuling Ma KELM 27 1 0 15 Aug 2023
Cross-heterogeneity Graph Few-shot Learning Pengfei Ding Yan Wang Guanfeng Liu 22 2 0 10 Aug 2023
Scalable and Equitable Math Problem Solving Strategy Prediction in Big Educational Data Anup Shakya Vasile Rus Deepak Venugopal 20 2 0 07 Aug 2023
HAT-GAE: Self-Supervised Graph Auto-encoders with Hierarchical Adaptive Masking and Trainable Corruption Chengyu Sun SSL 24 1 0 28 Jan 2023
SAICL: Student Modelling with Interaction-level Auxiliary Contrastive Tasks for Knowledge Tracing and Dropout Prediction Jungbae Park Jinyoung Kim Soonwoo Kwon Sang Wan Lee 13 1 0 07 Oct 2022
GSim: A Graph Neural Network based Relevance Measure for Heterogeneous Graphs Linhao Luo Yixiang Fang Moli Lu Xin Cao Xiaofeng Zhang Wenjie Zhang 35 7 0 12 Aug 2022
Model-Agnostic and Diverse Explanations for Streaming Rumour Graphs Thanh Tam Nguyen Thanh Cong Phan Minh Hieu Nguyen Matthias Weidlich Hongzhi Yin Jun Jo Quoc Viet Hung Nguyen MLAU 12 17 0 17 Jul 2022
Anomal-E: A Self-Supervised Network Intrusion Detection System based on Graph Neural Networks Evan Caville Wai Weng Lo S. Layeghy Marius Portmann 12 88 0 14 Jul 2022
Few-Shot Semantic Relation Prediction across Heterogeneous Graphs Pengfei Ding Yan Wang Guanfeng Liu Xiaofang Zhou 19 5 0 11 Jul 2022
DPGNN: Dual-Perception Graph Neural Network for Representation Learning Li Zhou Wenyu Chen DingYi Zeng Shaohuan Cheng Wanlong Liu Malu Zhang Hong Qu 21 8 0 15 Oct 2021
Distributed Optimization of Graph Convolutional Network using Subgraph Variance Taige Zhao Xiangyu Song Jianxin Li Wei Luo Imran Razzak GNN 33 9 0 06 Oct 2021
A Survey of Knowledge Tracing: Models, Variants, and Applications Shuanghong Shen Qi Liu Zhenya Huang Yonghe Zheng Minghao Yin Minjuan Wang Enhong Chen KELM AI4Ed 20 31 0 06 May 2021