Shuyan Huang

According to our database, Shuyan Huang authored at least 13 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

CoRR, 2024

2023

Enhancing Deep Knowledge Tracing with Auxiliary Tasks.

Zitao Liu, Qiongqiong Liu, Jiahao Chen, Shuyan Huang, Boyu Gao, Weiqi Luo, Jian Weng

Proceedings of the ACM Web Conference 2023, 2023

Towards Robust Knowledge Tracing Models via k-Sparse Attention.

Shuyan Huang, Zitao Liu, Xiangyu Zhao, Weiqi Luo, Jian Weng

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

XES3G5M: A Knowledge Tracing Benchmark Dataset with Auxiliary Information.

Zitao Liu, Qiongqiong Liu, Teng Guo, Jiahao Chen, Shuyan Huang, Xiangyu Zhao, Jiliang Tang, Weiqi Luo, Jian Weng

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

SC-Ques: A Sentence Completion Question Dataset for English as a Second Language Learners.

Qiongqiong Liu, Yaying Huang, Zitao Liu, Shuyan Huang, Jiahao Chen, Xiangyu Zhao, Guimin Lin, Yuyu Zhou, Weiqi Luo

Proceedings of the Augmented Intelligence and Intelligent Tutoring Systems, 2023

simpleKT: A Simple But Tough-to-Beat Baseline for Knowledge Tracing.

Zitao Liu, Qiongqiong Liu, Jiahao Chen, Shuyan Huang, Weiqi Luo

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Assessing Student Performance with Multi-granularity Attention from Online Classroom Dialogue.

Jiahao Chen, Zitao Liu, Shuyan Huang, Yaying Huang, Xiangyu Zhao, Boyu Gao, Weiqi Luo

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

An Interactive Framework of Balancing Evaluation Cost and Prediction Accuracy for Knowledge Tracing.

Weili Sun, Boyu Gao, Jiahao Chen, Shuyan Huang, Weiqi Luo

Proceedings of the IEEE International Conference on Big Data, 2023

Improving Interpretability of Deep Sequential Knowledge Tracing Models with Question-centric Cognitive Representations.

Jiahao Chen, Zitao Liu, Shuyan Huang, Qiongqiong Liu, Weiqi Luo

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

SC-Ques: A Sentence Completion Question Dataset for English as a Second Language Learners.

Qiongqiong Liu, Shuyan Huang, Zitao Liu, Weiqi Luo

CoRR, 2022

pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models.

Zitao Liu, Qiongqiong Liu, Jiahao Chen, Shuyan Huang, Jiliang Tang, Weiqi Luo

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

DialogID: A Dialogic Instruction Dataset for Improving Teaching Effectiveness in Online Environments.

Jiahao Chen, Shuyan Huang, Zitao Liu, Weiqi Luo

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

A Design of a Simple Yet Effective Exercise Recommendation System in K-12 Online Learning.

Shuyan Huang, Qiongqiong Liu, Jiahao Chen, Xiangen Hu, Zitao Liu, Weiqi Luo

Proceedings of the Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners' and Doctoral Consortium, 2022