Modeling the Process of Online Q&A Discussions Using a Dialogue State Model. - Shitian Shen; Jihie Kim (AIED, 2013)

Reciprocity in Student Online Discussions. - Shitian Shen; Jihie Kim; Jae-Bong Yoo (CSCL (2), 2013)

Aim Low: Correlation-based Feature Selection for Model-based Reinforcement Learning. - Shitian Shen; Min Chi (EDM, 2016)

Incorporating Student Response Time and Tutor Instructional Interventions into Student Modeling. - Chen Lin; Shitian Shen; Min Chi (UMAP, 2016)

Reinforcement Learning: the Sooner the Better, or the Later the Better? - Shitian Shen; Min Chi (UMAP, 2016)

Clustering Student Sequential Trajectories Using Dynamic Time Wrapping. - Shitian Shen; Min Chi (EDM, 2017)

Empirically Evaluating the Effectiveness of POMDP vs. MDP Towards the Pedagogical Strategies Induction. - Shitian Shen; Behrooz Mostafavi; Collin F. Lynch; Tiffany Barnes; Min Chi (AIED (2), 2018)

Improving Learning & Reducing Time: A Constrained Action-Based Reinforcement Learning Approach. - Shitian Shen; Markel Sanz Ausin; Behrooz Mostafavi; Min Chi (UMAP, 2018)

Importance Sampling to Identify Empirically Valid Policies and their Critical Decisions. - Song Ju; Shitian Shen; Hamoon Azizsoltani; Tiffany Barnes; Min Chi (EDM (Workshops), 2019)

Jointly Multi-Similarity Loss for Deep Metric Learning. - Li Zhang; Shitian Shen; Lingxiao Li; Han Wang; Xueying Li; Jun Lang 001 (ICDM, 2021)

When Box Meets Graph Neural Network in Tag-aware Recommendation. - Fake Lin; Ziwei Zhao 002; Xi Zhu 004; Da Zhang; Shitian Shen; Xueying Li; Tong Xu 001; Suojuan Zhang; Enhong Chen (KDD, 2024)

DynLLM: When Large Language Models Meet Dynamic Graph Recommendation. - Ziwei Zhao 002; Fake Lin; Xi Zhu 004; Zhi Zheng 008; Tong Xu 001; Shitian Shen; Xueying Li; Zikai Yin; Enhong Chen (CoRR, 2024)