| 2026 | ACL | CogNet-KG: Empowering Tutoring Dialogues with a Cognitively-Structured Knowledge Graph for STEM Learning. | Ding Yu, Yu Lu, Tengju Li, Shasha Xiong, Shengquan Yu |
| 2025 | EMNLP | Improving Prompt Generalization for Cross-prompt Essay Trait Scoring from the Scoring-invariance Perspective. | Jiong Wang, Shengquan Yu |
| 2023 | ICALT | Automatic Evaluation of Chinese Short-Answer Questions Based on Structure of Observed Learning Outcomes Taxonomy. | Jie Cao, Ziyuan Fang, Shengquan Yu |
| 2021 | AIED | Back to the Origin: An Intelligent System for Learning Chinese Characters. | Jinglei Yu, Jiachen Song, Yu Lu, Shengquan Yu |
| 2021 | ICALT | An analysis of Interaction of Cognitive and Social Aspects during Collaborative Problem Solving. | Lan Wu, Yang Liu, Axi Wang, YuanLi Gong, Shengquan Yu |
| 2020 | ICCE | Middle-School Students' Behavior Pattern and Strategy Selection in Problem Solving: A Study Based on Data from PISA 2012. | Yang Liu, Bo Yang, Lan Wu, Baoping Li, Shengquan Yu |
| 2019 | AIED | A Task-Oriented Dialogue System for Moral Education. | Yan Peng, Penghe Chen, Yu Lu, Qinggang Meng, Qi Xu, Shengquan Yu |
| 2018 | AIED | Automatic Chinese Short Answer Grading with Deep Autoencoder. | Xi Yang, Yuwei Huang, Fuzhen Zhuang, Lishan Zhang, Shengquan Yu |
| 2018 | ICCE | Development of a Visualization-based System for Analyzing Teachers' Emotional Experience in Classroom Observation Activities. | Axi Wang, Shengquan Yu, Ling Chen, Xuemin Gao, Dan Wang |
| 2018 | PAKDD | Automatic Chinese Reading Comprehension Grading by LSTM with Knowledge Adaptation. | Yuwei Huang, Xi Yang, Fuzhen Zhuang, Lishan Zhang, Shengquan Yu |
| 2017 | AIED | Can Short Answers to Open Response Questions Be Auto-Graded Without a Grading Rubric? | Xi Yang, Lishan Zhang, Shengquan Yu |
| 2011 | ICCE | Teacher Attitude and Preparation for Technology Innovation: A Case Study of 1: 1 Laptop Initiative. | Jie Ding, Shengquan Yu |
| 2005 | APWEB | IWWS: A Reliability-Based WWW Collaborative Recommender System. | Haoyang Che, Jiacai Zhang, Shengquan Yu, Jun Gu |