8 citations · 10 across the 5 of their papers we have counts for
5 papers
Consistent Evidence, Robust Recognition: Faithful Attribution Regularization under Geometric Transformations
Xianghao Jiao, Ruoyu Chen, Wei Wang +6
Attribution methods are widely used to characterize the evidence underlying model predictions, yet their potential to improve model behavior remains underexplored. Attribution inco…
Beyond Benchmarking: Scenario-Based Evaluation of Large Language Models for Personalized Learning
Bo Yuan, Jiazi Hu
While large language models (LLMs) are increasingly being adopted to support personalized learning, there remains limited understanding of how their pedagogical behaviors differ in…
Bridging MOOCs, Smart Teaching, and AI-Assisted Learning: A Unified Quantitative Model
Bo Yuan, Jiazi Hu
MOOCs, Smart Teaching (ST), and AI-assisted learning support different stages of higher education, yet a unified quantitative basis for analyzing their contributions, course design…
Generative AI as a Tool for Enhancing Reflective Learning in Students
Bo Yuan, Jiazi Hu
Reflection is widely recognized as a cornerstone of student development, fostering critical thinking, self-regulation, and deep conceptual understanding. Traditionally, reflective…
A Course Intelligence Platform for Higher Education: Lessons from AI-Assisted Course Evaluation
Bo Yuan, Jiazi Hu, Haimei Zhao
The rapid adoption of generative AI has created new opportunities for teaching, learning, and quality assurance. Existing applications, however, remain largely student-facing, with…