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Neural Cognitive Diagnosis for Intelligent Education Systems

AAAI Conference on Artificial Intelligence (AAAI), 2019

23 August 2019

Fei-Yue Wang

Qi Liu

Enhong Chen

Papers citing "Neural Cognitive Diagnosis for Intelligent Education Systems"

50 / 59 papers shown

Title
Selective Mixup for Debiasing Question Selection in Computerized Adaptive Testing Mi Tian Kun Zhang Fei Liu Jinglong Li Yuxin Liao Chenxi Bai Zhengtao Tan Le Wu Richang Hong 120 0 0 19 Nov 2025
P-MIA: A Profiled-Based Membership Inference Attack on Cognitive Diagnosis Models Mingliang Hou Yinuo Wang Teng Guo Zitao Liu Wenzhou Dou Jiaqi Zheng Renqiang Luo Mi Tian Weiqi Luo 59 0 0 06 Nov 2025
DiaCDM: Cognitive Diagnosis in Teacher-Student Dialogues using the Initiation-Response-Evaluation Framework Rui Jia Yuang Wei Ruijia Li Yuang-Hao Jiang Xinyu Xie Yaomin Shen Min Zhang Bo Jiang 131 0 0 29 Sep 2025
Cognitive Structure Generation: From Educational Priors to Policy Optimization Hengnian Gu Zhifu Chen Yuxin Chen Jin Peng Zhou Dongdai Zhou DiffM 80 0 0 18 Aug 2025
FedCD: A Fairness-aware Federated Cognitive Diagnosis Framework Shangshang Yang Jialin Han Xiaoshan Yu Ziwen Wang Hao Jiang Haiping Ma X. Zhang Geyong Min FedML 77 1 0 02 Aug 2025
A Forced-Choice Neural Cognitive Diagnostic Model of Personality Testing Xiaoyu Li Jin Wu Shaoyang Guo Haoran Shi C. Zheng 52 0 0 20 Jul 2025
IRT-Router: Effective and Interpretable Multi-LLM Routing via Item Response TheoryAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Wei Song Z. Huang Cheng Cheng W. Gao Bihan Xu Guanhao Zhao Fei-Yue Wang Runze Wu KELM 160 7 0 01 Jun 2025
LMCD: Language Models are Zeroshot Cognitive Diagnosis Learners Yu He Zihan Yao Chentao Song Tianyu Qi Jun Liu Ming Li Qing Huang AI4Ed 152 0 0 27 May 2025
Knowledge is Power: Harnessing Large Language Models for Enhanced Cognitive DiagnosisAAAI Conference on Artificial Intelligence (AAAI), 2025 Zhiang Dong Jingyuan Chen Leilei Gan AI4Ed 210 10 0 08 Feb 2025
Language Representation Favored Zero-Shot Cross-Domain Cognitive DiagnosisKnowledge Discovery and Data Mining (KDD), 2025 Shuo Liu Zihan Zhou Yuanhao Liu Jing Zhang Hong Qian AI4Ed 162 3 0 18 Jan 2025
CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory Haokun Zhao Jinyi Han Jiaqing Liang Yanghua Xiao Xiaojun Meng Jiansheng Wei 316 0 0 13 Jan 2025
Diffusion-Inspired Cold Start with Sufficient Prior in Computerized Adaptive TestingKnowledge Discovery and Data Mining (KDD), 2024 Haiping Ma Aoqing Xia Changqian Wang Hai Wang Xingyi Zhang DiffM 199 2 0 19 Nov 2024
Collaborative Cognitive Diagnosis with Disentangled Representation Learning for Learner ModelingNeural Information Processing Systems (NeurIPS), 2024 Weibo Gao Qi Liu Linan Yue Fangzhou Yao Hao Wang Yin Gu Zhenru Zhang 232 7 0 04 Nov 2024
DisenGCD: A Meta Multigraph-assisted Disentangled Graph Learning Framework for Cognitive DiagnosisNeural Information Processing Systems (NeurIPS), 2024 Shangshang Yang Mingyang Chen Ziwen Wang Xiaoshan Yu Panpan Zhang Haiping Ma Xingyi Zhang 250 10 0 23 Oct 2024
A Dual-Fusion Cognitive Diagnosis Framework for Open Student Learning Environments Yuanhao Liu Shuo Liu Yimeng Liu Jingwen Yang Hong Qian AI4Ed 163 2 0 19 Oct 2024
DISCO: A Hierarchical Disentangled Cognitive Diagnosis Framework for Interpretable Job RecommendationIndustrial Conference on Data Mining (IDM), 2024 Xiaoshan Yu Chuan Qin Qi Zhang Chen Zhu Haiping Ma Xingyi Zhang Hengshu Zhu 208 10 0 10 Oct 2024
Knowledge Tagging with Large Language Model based Multi-Agent SystemAAAI Conference on Artificial Intelligence (AAAI), 2024 Hang Li Tianlong Xu Ethan Chang Qingsong Wen LLMAG 94 2 0 12 Sep 2024
A Survey of Models for Cognitive Diagnosis: New Developments and Future Directions Fei Wang Weibo Gao Qi Liu Jiatong Li Guanhao Zhao ... Zhenya Huang Mengxiao Zhu Shijin Wang Wei Tong Tong Xu AI4Ed 214 11 0 07 Jul 2024
Domain Generalizable Knowledge Tracing via Concept Aggregation and Relation-Based Attention Yuquan Xie Wanqi Yang Jinyu Wei Ming Yang Yang Gao AI4Ed 218 2 0 02 Jul 2024
ORCDF: An Oversmoothing-Resistant Cognitive Diagnosis Framework for Student Learning in Online Education Systems Hong Qian Shuo Liu Mingjia Li Bingdong Li Zhi Liu Aimin Zhou AI4Ed 137 15 0 28 Jun 2024
Raising the Bar: Investigating the Values of Large Language Models via Generative Evolving Testing Han Jiang Xiaoyuan Yi Zhihua Wei Ziang Xiao Shu Wang Xing Xie ELM ALM 394 11 0 20 Jun 2024
Path-Specific Causal Reasoning for Fairness-aware Cognitive Diagnosis Dacao Zhang Kun Zhang Le Wu Mi Tian Richang Hong Ming Wang 140 9 0 05 Jun 2024
Endowing Interpretability for Neural Cognitive Diagnosis by Efficient Kolmogorov-Arnold NetworksInternational Joint Conference on Artificial Intelligence (IJCAI), 2024 Shangshang Yang Linrui Qin Xiaoshan Yu AI4Ed 130 15 0 23 May 2024
Inductive Cognitive Diagnosis for Fast Student Learning in Web-Based Online Intelligent Education Systems Shuo Liu Junhao Shen Hong Qian Aimin Zhou AI4Ed 165 31 0 17 Apr 2024
Survey of Computerized Adaptive Testing: A Machine Learning Perspective Qi Liu Zhuang Yan Haoyang Bi Zhenya Huang Weizhe Huang ... Z. Pardos Haiping Ma Mengxiao Zhu Shijin Wang Enhong Chen AI4Ed 168 14 0 31 Mar 2024
A Question-centric Multi-experts Contrastive Learning Framework for Improving the Accuracy and Interpretability of Deep Sequential Knowledge Tracing ModelsACM Transactions on Knowledge Discovery from Data (TKDD), 2024 Hengyuan Zhang Zitao Liu Chenming Shang Dawei Li Yong Jiang AI4Ed 372 10 0 12 Mar 2024
Unified Uncertainty Estimation for Cognitive Diagnosis ModelsThe Web Conference (WWW), 2024 Fei-Yue Wang Qi Liu Enhong Chen Chuanren Liu Zhenya Huang Jinze Wu Shijin Wang 179 4 0 09 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 155 10 0 27 Feb 2024
Bringing Generative AI to Adaptive Learning in Education Hang Li Tianlong Xu Chaoli Zhang Eason Chen Jing Liang Xing Fan Haoyang Li Shucheng Zhou Qingsong Wen 259 38 0 02 Feb 2024
Symbolic Cognitive Diagnosis via Hybrid Optimization for Intelligent Education SystemsAAAI Conference on Artificial Intelligence (AAAI), 2023 Junhao Shen Hong Qian Wei Zhang Aimin Zhou AI4Ed 240 21 0 30 Dec 2023
ReliCD: A Reliable Cognitive Diagnosis Framework with Confidence AwarenessIndustrial Conference on Data Mining (IDM), 2023 Yunfei Zhang Chuan Qin Dazhong Shen Haiping Ma Le Zhang Xingyi Zhang Hengshu Zhu 148 11 0 29 Dec 2023
Zero-1-to-3: Domain-level Zero-shot Cognitive Diagnosis via One Batch of Early-bird Students towards Three Diagnostic Objectives Weibo Gao Qi Liu Hao Wang Linan Yue Haoyang Bi Yin Gu Fangzhou Yao Zheng Zhangm Xin Li Xin Li Yuanjing He AI4Ed 196 26 0 20 Dec 2023
Enhancing Cognitive Diagnosis using Un-interacted Exercises: A Collaboration-aware Mixed Sampling ApproachAAAI Conference on Artificial Intelligence (AAAI), 2023 Haiping Ma Changqian Wang Hengshu Zhu Shangshang Yang Xiaoming Zhang Xingyi Zhang AI4Ed 126 17 0 15 Dec 2023
Towards Goal-oriented Intelligent Tutoring Systems in Online Education Yang Deng Zifeng Ren An Zhang Wenqiang Lei 231 9 0 03 Dec 2023
Interpretable Knowledge Tracing via Response Influence-based Counterfactual ReasoningIEEE International Conference on Data Engineering (ICDE), 2023 Jiajun Cui Minghe Yu Bo Jiang Aimin Zhou Jianyong Wang Wei Zhang 201 7 0 01 Dec 2023
A Comprehensive Survey on Deep Learning Techniques in Educational Data MiningData Science and Engineering (DSE), 2023 Y. Lin Hong Chen Wei Xia F. Lin Zongyue Wang Yong Li AI4Ed 238 22 0 09 Sep 2023
Counterfactual Monotonic Knowledge Tracing for Assessing Students' Dynamic Mastery of Knowledge ConceptsInternational Conference on Information and Knowledge Management (CIKM), 2023 Moyu Zhang Xinning Zhu Chun-Xiao Zhang Wenchen Qian Feng Pan Hui Zhao OffRL 130 10 0 07 Aug 2023
Knowledge Graph Enhanced Intelligent Tutoring System Based on Exercise Representativeness and InformativenessInternational Journal of Intelligent Systems (IJIS), 2023 Linqing Li Zhifeng Wang AI4Ed 108 22 0 15 Jul 2023
Multi-Dimensional Ability Diagnosis for Machine Learning AlgorithmsScience China Information Sciences (Sci China Inf Sci), 2023 Qi Liu Zhengze Gong Zhenya Huang Chuanren Liu Hengshu Zhu Zhi Li Enhong Chen Hui Xiong 123 3 0 14 Jul 2023
Designing Novel Cognitive Diagnosis Models via Evolutionary Multi-Objective Neural Architecture Search Shangshang Yang Haiping Ma Cheng Zhen Ye Tian Limiao Zhang Yaochu Jin Xingyi Zhang 109 4 0 10 Jul 2023
STRAP: Structured Object Affordance Segmentation with Point Supervision Lei Cui Xiaoxue Chen Hao Zhao Guyue Zhou Yixin Zhu 3DPC 157 9 0 17 Apr 2023
Quiz-based Knowledge Tracing Shuanghong Shen Enhong Chen Bihan Xu Qi Liu Zhenya Huang Linbo Zhu Yu Su AI4Ed 206 3 0 05 Apr 2023
MoocRadar: A Fine-grained and Multi-aspect Knowledge Repository for Improving Cognitive Student Modeling in MOOCsAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023 Jifan Yu Mengyin Lu Qingyang Zhong Zijun Yao Shangqing Tu ... Manli Li Lei Hou Haitao Zheng Juanzi Li Jie Tang AI4Ed 126 18 0 05 Apr 2023
DKT-STDRL: Spatial and Temporal Representation Learning Enhanced Deep Knowledge Tracing for Learning Performance Prediction Liting Lyu Zhifeng Wang Haihong Yun Zexue Yang Ya Li AI4Ed 87 1 0 15 Feb 2023
Enhancing Deep Knowledge Tracing with Auxiliary TasksThe Web Conference (WWW), 2023 Zitao Liu Qiongqiong Liu Jiahao Chen Shuyan Huang Boyu Gao Weiqing Luo Jian Weng AI4Ed 161 77 0 14 Feb 2023
Improving Interpretability of Deep Sequential Knowledge Tracing Models with Question-centric Cognitive RepresentationsAAAI Conference on Artificial Intelligence (AAAI), 2023 Jiahao Chen Zitao Liu Shuyan Huang Qiongqiong Liu Weiqing Luo AI4Ed 157 83 0 14 Feb 2023
simpleKT: A Simple But Tough-to-Beat Baseline for Knowledge TracingInternational Conference on Learning Representations (ICLR), 2023 Zitao Liu Qiongqiong Liu Jiahao Chen Shuyan Huang Weiqing Luo AI4Ed 182 69 0 14 Feb 2023
Self-supervised Graph Learning for Long-tailed Cognitive DiagnosisAAAI Conference on Artificial Intelligence (AAAI), 2022 Shanshan Wang Zheni Zeng Xun Yang Xingyi Zhang AI4Ed 79 36 0 15 Oct 2022
Towards a General Pre-training Framework for Adaptive Learning in MOOCs Qingyang Zhong Jifan Yu Zheyuan Zhang Yiming Mao Yuquan Wang Yankai Lin Lei Hou Juanzi Li Jie Tang CLL AI4CE 82 6 0 18 Jul 2022
pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing ModelsNeural Information Processing Systems (NeurIPS), 2022 Zitao Liu Qiongqiong Liu Jiahao Chen Shuyan Huang Shucheng Zhou Weiqing Luo AI4Ed 246 77 0 23 Jun 2022