Author

Yun-Cheng Jiang

h-index 4 View on Semantic Scholar

We have 3 of 18 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Open access Sep 2026

Enhancing knowledge tracing with multi-level individualized perception and teacher-student semantic distillation.

The proposed knowledge tracing model is used as the teacher, and its semantic modeling capability is transferred to an LSTM-based student model via knowledge distillation, demonstrating its effectiveness in modeling personalized learning and enhancing semantic representation.

Zhen-Qiang Yu, Lu-Yao Huang, Xing-Bing Li et al. · Neural Networks · 0 citations

Aug 2026

Mitigating unreliable syntactic dependencies in aspect-based sentiment analysis via sentiment-aware graph anomaly detection and mix convolution.

A sentiment-aware graph anomaly detection framework that integrates graph anomaly detection with a sentiment consistency evaluation mechanism to eliminate misleading dependencies and preserve key sentiment information from the original graph and can be seamlessly incorporated into other graph-based ABSA models to enhan...

Jiawen Wang, Zhaojian Cui, Yu-Bing Li et al. · Neural Networks · 0 citations

Open access Jul 2026

SPARK-KT: Illuminating Student Cognition through Stepwise Prerequisite-Aware Reasoning in Knowledge Tracing

SPARK-KT (Stepwise Prerequisite-Aware Reasoning for Knowledge Tracing) is introduced, a framework that reconceptualizes knowledge tracing through the lens of cognitive dependency structures and improves predictive accuracy while providing fine-grained interpretability.

Xuantao Yang, Haokai Gao, Zhaojian Cui et al. · ACM Transactions on Informat... · 0 citations