📝 Publications

KDD 2025

Cuff-KT: Tackling Learners’ Real-time Learning Pattern Adjustment via Tuning-Free Knowledge State Guided Model Updating

Yiyun Zhou, Zheqi Lv, Shengyu Zhang, Jingyuan Chen

ACL 2025

CoLA: Collaborative Low-Rank Adaptation

Yiyun Zhou, Chang Yao, Jingyuan Chen

WWW 2025

DisKT: Disentangled Knowledge Tracing for Alleviating Cognitive Bias

Yiyun Zhou, Zheqi Lv, Shengyu Zhang, Jingyuan Chen

ECML-PKDD 2025

DKT2: Revisiting Applicable and Comprehensive Knowledge Tracing in Large-Scale Data

Yiyun Zhou, Wenkang Han, Jingyuan Chen

Wenkang Han, Wang Lin, Yiyun Zhou, Qi Liu, Shulei Wang, Chang Yao, Jingyuan Chen, "Show and Polish: Reference-Guided Identity Preservation in Face Video Restoration". [arXiv]

Wenkang Han, Wang Lin, Liya Hu, Zhenlong Dai, Yiyun Zhou, Mengze Li, Zemin Liu, Chang Yao, Jingyuan Chen, "Contrastive Cross-Course Knowledge Tracing via Concept Graph Guided Knowledge Transfer". [arXiv]