About Me
I am currently a full-time NLP engineer at TAL Education Group (NYSE: TAL) and fortunately advised by Prof. Zitao Liu.
Prior to TAL, I got my M.S. degree in NLP2CT Lab at the University of Macau, thankfully advised by Prof. Derek F. Wong.
My research interests include AI in Education, Natural Language Processing, Large Language Models, etc.
Selected Publications
A Prompt-Driven Framework for Multi-Domain Knowledge Tracing
Zitao Liu, Shuyan Huang, Guo Teng, Mingliang Hou, Qianru Liang
ACML 2024.- 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
NeurIPS 2024. [Paper] - 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
Arxiv Preprint. [Paper] - Towards robust knowledge tracing models via k-sparse attention
Shuyan Huang, Zitao Liu, Xiangyu Zhao, Weiqi Luo, Jian Weng
SIGIR 2023. [Paper] - simpleKT: a simple but tough-to-beat baseline for knowledge tracing
Zitao Liu, Qiongqiong Liu, Jiahao Chen, Shuyan Huang, Weiqi Luo
ICLR 2023. [Paper] - Improving interpretability of deep sequential knowledge tracing models with question-centric cognitive representations
Jiahao Chen, Zitao Liu, Shuyan Huang, Qiongqiong Liu, Weiqi Luo
AAAI 2023. [Paper] - Enhancing deep knowledge tracing with auxiliary tasks
Zitao Liu, Qiongqiong Liu, Jiahao Chen, Shuyan Huang, Boyu Gao, Weiqi Luo, Jian Weng
WWW 2023. [Paper] - 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
CIKM 2023. [Paper] - 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
ITS 2023. [Paper] - An Interactive Framework of Balancing Evaluation Cost and Prediction Accuracy for Knowledge Tracing
Weili Sun, BoYu Gao, Jiahao Chen, Shuyan Huang, Weiqi Luo
BigData 2023. [Paper] - pyKT: a python library to benchmark deep learning based knowledge tracing models
Zitao Liu, Qiongqiong Liu, Jiahao Chen, Shuyan Huang, Jiliang Tang, Weiqi Luo
NeurIPS 2022. [Paper] - DialogID: A Dialogic Instruction Dataset for Improving Teaching Effectiveness in Online Environments
Zitao Liu, Qiongqiong Liu, Jiahao Chen, Shuyan Huang, Jiliang Tang, Weiqi Luo
CIKM 2022. [Paper] - 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
AIED 2022. [Paper]
Awards
- Top 100 Open Source Achievement Award 2023
- The First Prize of The Quest for Quality Questions 2023
- Resource Track Best Paper Honorable Mention CIKM 2022
Services
- PC Members of AIED 2024
- PC Members of The Web Conference 2024
- PC Members of AIED 2023