📝 Publications

ICLR 2026

Beyond Student: An Asymmetric Network for Neural Network Inheritance

Yiyun Zhou, Jingwei Shi, Mingjing Xu, Zhonghua Jiang, Jingyuan Chen

AAAI 2026

Collaborative Representation Learning for Alignment of Tactile, Language, and Vision Modalities

Yiyun Zhou, Mingjing Xu, Jingwei Shi, Quanjiang Li, Jingyuan Chen

KDD 2025 (Oral)

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 (Oral)

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

Yiyun Zhou, Wenkang Han, Jingyuan Chen

Zhonghua Jiang, Kui Chen, Kunxi Li, Keting Yin, Yiyun Zhou, Zhaode Wang, Chengfei Lv, Shengyu Zhang, "AccKV: Towards Efficient Audio-Video LLMs Inference via Adaptive-Focusing and Cross-Calibration KV Cache Optimization". [openreview]

Quanjiang Li, Tianxiang Xu, Tingjin Luo, Yan Zhong, Yang Li, Yiyun Zhou, Chenping Hou, "Theory-Driven Label-Specific Representation for Incomplete Multi-View Multi-Label Learning". [openreview]

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]