| 2026 | AAAI | AccKV: Towards Efficient Audio-Video LLMs Inference via Adaptive-Focusing and Cross-Calibration KV Cache Optimization. | Zhonghua Jiang, Kui Chen, Kunxi Li, Keting Yin, Yiyun Zhou, Zhaode Wang, Chengfei Lv, Shengyu Zhang |
| 2026 | AAAI | Collaborative Representation Learning for Alignment of Tactile, Language, and Vision Modalities. | Yiyun Zhou, Mingjing Xu, Jingwei Shi, Quanjiang Li, Jingyuan Chen |
| 2025 | ACL | CoLA: Collaborative Low-Rank Adaptation. | Yiyun Zhou, Chang Yao, Jingyuan Chen |
| 2025 | IJCAI | Contrastive Cross-Course Knowledge Tracing via Concept Graph Guided Knowledge Transfer. | Wenkang Han, Wang Lin, Liya Hu, Zhenlong Dai, Yiyun Zhou, Mengze Li, Zemin Liu, Chang Yao, Jingyuan Chen |
| 2025 | KDD | 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 |
| 2025 | WWW | Disentangled Knowledge Tracing for Alleviating Cognitive Bias. | Yiyun Zhou, Zheqi Lv, Shengyu Zhang, Jingyuan Chen |
| 2019 | MASS | The Adversarial Attacks Threats on Computer Vision: A Survey. | Yiyun Zhou, Meng Han, Liyuan Liu, Jing He, Xi Gao |
| 2018 | INFOCOM | Deep learning approach for cyberattack detection. | Yiyun Zhou, Meng Han, Liyuan Liu, Jing (Selena) He, Yan Wang |