Shuyan Huang

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 20

Top Topics

Prediction Accuracy

Auxiliary Information

Online Environment

Educational Psychology

Top Venues

Publications

Shuyan Huang, Zitao Liu, Xiangyu Zhao, Weiqi Luo, Jian Weng
Towards Robust Knowledge Tracing Models via k-Sparse Attention. CoRR (2024)
Hengyuan Zhang, Zitao Liu, Shuyan Huang, Chenming Shang, Bojun Zhan, Yong Jiang
Improving Low-Resource Knowledge Tracing Tasks by Supervised Pre-training and Importance Mechanism Fine-tuning. CoRR (2024)
Jiahao Chen, Zitao Liu, Shuyan Huang, Qiongqiong Liu, Weiqi Luo
Improving Interpretability of Deep Sequential Knowledge Tracing Models with Question-centric Cognitive Representations. AAAI (2023)
Zitao Liu, Qiongqiong Liu, Jiahao Chen, Shuyan Huang, Weiqi Luo
simpleKT: A Simple But Tough-to-Beat Baseline for Knowledge Tracing. CoRR (2023)
Jiahao Chen, Zitao Liu, Shuyan Huang, Yaying Huang, Xiangyu Zhao, Boyu Gao, Weiqi Luo
Assessing Student Performance with Multi-granularity Attention from Online Classroom Dialogue. CIKM (2023)
Zitao Liu, Qiongqiong Liu, Jiahao Chen, Shuyan Huang, BoYu Gao, Weiqi Luo, Jian Weng
Enhancing Deep Knowledge Tracing with Auxiliary Tasks. CoRR (2023)
Zitao Liu, Qiongqiong Liu, Jiahao Chen, Shuyan Huang, Boyu Gao, Weiqi Luo, Jian Weng
Enhancing Deep Knowledge Tracing with Auxiliary Tasks. WWW (2023)
Zitao Liu, Qiongqiong Liu, Jiahao Chen, Shuyan Huang, Weiqi Luo
simpleKT: A Simple But Tough-to-Beat Baseline for Knowledge Tracing. ICLR (2023)
Jiahao Chen, Zitao Liu, Shuyan Huang, Qiongqiong Liu, Weiqi Luo
Improving Interpretability of Deep Sequential Knowledge Tracing Models with Question-centric Cognitive Representations. CoRR (2023)
Qiongqiong Liu, Yaying Huang, Zitao Liu, Shuyan Huang, Jiahao Chen, Xiangyu Zhao, Guimin Lin, Yuyu Zhou, Weiqi Luo
SC-Ques: A Sentence Completion Question Dataset for English as a Second Language Learners. ITS (2023)
Zitao Liu, Qiongqiong Liu, Teng Guo, Jiahao Chen, Shuyan Huang, Xiangyu Zhao, Jiliang Tang, Weiqi Luo, Jian Weng
XES3G5M: A Knowledge Tracing Benchmark Dataset with Auxiliary Information. NeurIPS (2023)
Shuyan Huang, Zitao Liu, Xiangyu Zhao, Weiqi Luo, Jian Weng
Towards Robust Knowledge Tracing Models via k-Sparse Attention. SIGIR (2023)
Weili Sun, Boyu Gao, Jiahao Chen, Shuyan Huang, Weiqi Luo
An Interactive Framework of Balancing Evaluation Cost and Prediction Accuracy for Knowledge Tracing. BigData (2023)
Shuyan Huang, Qiongqiong Liu, Jiahao Chen, Xiangen Hu, Zitao Liu, Weiqi Luo
A Design of A Simple Yet Effective Exercise Recommendation System in K-12 Online Learning. CoRR (2022)
Jiahao Chen, Shuyan Huang, Zitao Liu, Weiqi Luo
DialogID: A Dialogic Instruction Dataset for Improving Teaching Effectiveness in Online Environments. CIKM (2022)
Qiongqiong Liu, Shuyan Huang, Zitao Liu, Weiqi Luo
SC-Ques: A Sentence Completion Question Dataset for English as a Second Language Learners. CoRR (2022)
Zitao Liu, Qiongqiong Liu, Jiahao Chen, Shuyan Huang, Jiliang Tang, Weiqi Luo
pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models. NeurIPS (2022)
Zitao Liu, Qiongqiong Liu, Jiahao Chen, Shuyan Huang, Jiliang Tang, Weiqi Luo
pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models. CoRR (2022)
Shuyan Huang, Qiongqiong Liu, Jiahao Chen, Xiangen Hu, Zitao Liu, Weiqi Luo
A Design of a Simple Yet Effective Exercise Recommendation System in K-12 Online Learning. AIED (2) (2022)
Jiahao Chen, Shuyan Huang, Zitao Liu, Weiqi Luo
DialogID: A Dialogic Instruction Dataset for Improving Teaching Effectiveness in Online Environments. CoRR (2022)