Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

A Robust Computerized Adaptive Testing Approach in Educational Question Retrieval.

[BibT_eX]

[DOI]

Yan Zhuang

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Graph Adaptive Semantic Transfer for Cross-domain Sentiment Classification.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Assessing Student's Dynamic Knowledge State by Exploring the Question Difficulty Effect.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Incremental Cognitive Diagnosis for Intelligent Education.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

HierCDF: A Bayesian Network-based Hierarchical Cognitive Diagnosis Framework.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Modeling Offline Knowledge Evolution Effect for Online Knowledge Tracing.

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[DOI]

Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

A Cognitive Solver with Autonomously Knowledge Learning for Reasoning Mathematical Answers.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2022

Dynamic Clustering Federated Learning for Non-IID Data.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence - Second CAAI International Conference, 2022

Dependency and Association Enhanced Finding Similar Exercises in Online Education System.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Cloud Computing and Intelligent Systems, 2022

Fully Adaptive Framework: Neural Computerized Adaptive Testing for Online Education.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Promotion of Answer Value Measurement With Domain Effects in Community Question Answering Systems.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2021

EKT: Exercise-Aware Knowledge Tracing for Student Performance Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

A Survey of Knowledge Tracing.

[BibT_eX]

[DOI]

CoRR, 2021

Hierarchical Personalized Federated Learning for User Modeling.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

Federated Deep Knowledge Tracing.

[BibT_eX]

[DOI]

Proceedings of the WSDM '21, 2021

RCD: Relation Map Driven Cognitive Diagnosis for Intelligent Education Systems.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Modeling Context-aware Features for Cognitive Diagnosis in Student Learning.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Learning Process-consistent Knowledge Tracing.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

DisenQNet: Disentangled Representation Learning for Educational Questions.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

GraphMI: Extracting Private Graph Data from Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Preference-Adaptive Meta-Learning for Cold-Start Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Item Response Ranking for Cognitive Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Guided Attention Network for Concept Extraction.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Group-Level Cognitive Diagnosis: A Multi-Task Learning Perspective.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2021

STAN: Adversarial Network for Cross-domain Question Difficulty Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2021

Consistency-aware Multi-modal Network for Hierarchical Multi-label Classification in Online Education System.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Big Knowledge, 2021

Stable and Diverse: A Unified Approach for Computerized Adaptive Testing.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Cloud Computing and Intelligent Systems, 2021

HMS: A Hierarchical Solver with Dependency-Enhanced Understanding for Math Word Problem.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

NeuralAC: Learning Cooperation and Competition Effects for Match Outcome Prediction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Learning or Forgetting? A Dynamic Approach for Tracking the Knowledge Proficiency of Students.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2020

Convolutional Knowledge Tracing: Modeling Individualization in Student Learning Process.

[BibT_eX]

[DOI]

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Neural Mathematical Solver with Enhanced Formula Structure.

[BibT_eX]

[DOI]

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Fine-Grained Similarity Measurement between Educational Videos and Exercises.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

ASGN: An Active Semi-supervised Graph Neural Network for Molecular Property Prediction.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Structure-based Knowledge Tracing: An Influence Propagation View.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Technical Phrase Extraction for Patent Mining: A Multi-level Approach.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Quality meets Diversity: A Model-Agnostic Framework for Computerized Adaptive Testing.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Predicting Human Mobility with Self-attention and Feature Interaction.

[BibT_eX]

[DOI]

Proceedings of the Web and Big Data - 4th International Joint Conference, 2020

Neural Cognitive Diagnosis for Intelligent Education Systems.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

A Variational Point Process Model for Social Event Sequences.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Learning to Order Sub-questions for Complex Question Answering.

[BibT_eX]

[DOI]

CoRR, 2019

Interpretable Cognitive Diagnosis with Neural Network for Intelligent Educational Systems.

[BibT_eX]

[DOI]

CoRR, 2019

QuesNet: A Unified Representation for Heterogeneous Test Questions.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Exploring Multi-Objective Exercise Recommendations in Online Education Systems.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

DIRT: Deep Learning Enhanced Item Response Theory for Cognitive Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Molecular Property Prediction: A Multilevel Quantum Interactions Modeling Perspective.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Transcribing Content from Structural Images with Spotlight Mechanism.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Finding Similar Exercises in Online Education Systems.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Learning from History and Present: Next-item Recommendation via Discriminatively Exploiting User Behaviors.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

MT-MCD: A Multi-task Cognitive Diagnosis Framework for Student Assessment.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2018

Confidence-Aware Matrix Factorization for Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Exercise-Enhanced Sequential Modeling for Student Performance Prediction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Tracking Knowledge Proficiency of Students with Educational Priors.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Question Difficulty Prediction for READING Problems in Standard Tests.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Modeling Users' Preferences and Social Links in Social Networking Services: A Joint-Evolving Perspective.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Zhenya Huang

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