Shitian Shen

According to our database, Shitian Shen authored at least 12 papers between 2013 and 2024.

Collaborative distances:

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

2024

DynLLM: When Large Language Models Meet Dynamic Graph Recommendation.

Ziwei Zhao, Fake Lin, Xi Zhu, Zhi Zheng, Tong Xu, Shitian Shen, Xueying Li, Zikai Yin, Enhong Chen

CoRR, 2024

When Box Meets Graph Neural Network in Tag-aware Recommendation.

Fake Lin, Ziwei Zhao, Xi Zhu, Da Zhang, Shitian Shen, Xueying Li, Tong Xu, Suojuan Zhang, Enhong Chen

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2021

Jointly Multi-Similarity Loss for Deep Metric Learning.

Li Zhang, Shitian Shen, Lingxiao Li, Han Wang, Xueying Li, Jun Lang

Proceedings of the IEEE International Conference on Data Mining, 2021

2019

Importance Sampling to Identify Empirically Valid Policies and their Critical Decisions.

Song Ju, Shitian Shen, Hamoon Azizsoltani, Tiffany Barnes, Min Chi

Proceedings of the Joint Proceedings of the Workshops of the 12th International Conference on Educational Data Mining co-located with the 12th International Conference on Educational Data Mining, 2019

2018

Improving Learning & Reducing Time: A Constrained Action-Based Reinforcement Learning Approach.

Shitian Shen, Markel Sanz Ausin, Behrooz Mostafavi, Min Chi

Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization, 2018

Empirically Evaluating the Effectiveness of POMDP vs. MDP Towards the Pedagogical Strategies Induction.

Shitian Shen, Behrooz Mostafavi, Collin F. Lynch, Tiffany Barnes, Min Chi

Proceedings of the Artificial Intelligence in Education - 19th International Conference, 2018

2017

Clustering Student Sequential Trajectories Using Dynamic Time Wrapping.

Shitian Shen, Min Chi

Proceedings of the 10th International Conference on Educational Data Mining, 2017

2016

Reinforcement Learning: the Sooner the Better, or the Later the Better?

Shitian Shen, Min Chi

Proceedings of the 2016 Conference on User Modeling Adaptation and Personalization, 2016

Incorporating Student Response Time and Tutor Instructional Interventions into Student Modeling.

Chen Lin, Shitian Shen, Min Chi

Proceedings of the 2016 Conference on User Modeling Adaptation and Personalization, 2016

Aim Low: Correlation-based Feature Selection for Model-based Reinforcement Learning.

Shitian Shen, Min Chi

Proceedings of the 9th International Conference on Educational Data Mining, 2016

2013

Reciprocity in Student Online Discussions.

Shitian Shen, Jihie Kim, Jae-Bong Yoo

Proceedings of the 10th International Conference on Computer-Supported Collaborative Learning, 2013

Modeling the Process of Online Q&A Discussions Using a Dialogue State Model.

Shitian Shen, Jihie Kim

Proceedings of the Artificial Intelligence in Education - 16th International Conference, 2013