Yiyun Zhou

According to our database, Yiyun Zhou authored at least 31 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

A₃B₂: Adaptive Asymmetric Adapter for Alleviating Branch Bias in Vision-Language Image Classification with Few-Shot Learning.

Yiyun Zhou, Zhonghua Jiang, Wenkang Han, Kunxi Li, Mingjing Xu, Chang Yao, Jingyuan Chen

CoRR, May, 2026

Beyond Student: An Asymmetric Network for Neural Network Inheritance.

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

CoRR, February, 2026

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

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

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

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

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

FlowMM: Cross-Modal Information Flow Guided KV Cache Merging for Efficient Multimodal Context Inference.

Kunxi Li, Yufan Xiong, Zhonghua Jiang, Yiyun Zhou, Zhaode Wang, Chengfei Lv, Shengyu Zhang

CoRR, November, 2025

PureKV: Plug-and-Play KV Cache Optimization with Spatial-Temporal Sparse Attention for Vision-Language Large Models.

Zhonghua Jiang, Kunxi Li, Yiyun Zhou, Sihao Liu, Zhaode Wang, Chengfei lv, Shengyu Zhang

CoRR, October, 2025

Show and Polish: Reference-Guided Identity Preservation in Face Video Restoration.

WenKang Han, Wang Lin, Yiyun Zhou, Qi Liu, Shulei Wang, Chang Yao, Jingyuan Chen

CoRR, July, 2025

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

CoRR, May, 2025

Impact of assignment completion assisted by Large Language Model-based chatbot on middle school students' learning.

Yumeng Zhu, Caifeng Zhu, Tao Wu, Shulei Wang, Yiyun Zhou, Jingyuan Chen, Fei Wu, Yan Li

Educ. Inf. Technol., February, 2025

Revisiting Applicable and Comprehensive Knowledge Tracing in Large-Scale Data.

Yiyun Zhou, WenKang Han, Jingyuan Chen

CoRR, January, 2025

Disentangled Knowledge Tracing for Alleviating Cognitive Bias.

Yiyun Zhou, Zheqi Lv, Shengyu Zhang, Jingyuan Chen

Proceedings of the ACM on Web Conference 2025, 2025

Revisiting Applicable and Comprehensive Knowledge Tracing in Large-Scale Data.

Yiyun Zhou, Wenkang Han, Jingyuan Chen

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2025

Theory-Driven Label-Specific Representation for Incomplete Multi-View Multi-Label Learning.

Quanjiang Li, Tianxiang Xu, Tingjin Luo, Yan Zhong, Yang Li, Yiyun Zhou, Chenping Hou

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Show and Polish: Reference-Guided Identity Preservation in Face Video Restoration.

Wenkang Han, Wang Lin, Yiyun Zhou, Qi Liu, Shulei Wang, Chang Yao, Jingyuan Chen

Proceedings of the 33rd ACM International Conference on Multimedia, 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

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

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

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

Enhancing Security and Strengthening Defenses in Automated Short-Answer Grading Systems.

Sahar Yarmohammadtoosky, Yiyun Zhou, Victoria Yaneva, Peter Baldwin, Saed Rezayi, Brian Clauser, Polina Harik

Proceedings of the 20th Workshop on Innovative Use of NLP for Building Educational Applications, 2025

Automated Scoring of Communication Skills in Physician-Patient Interaction: Balancing Performance and Scalability.

Saed Rezayi, Le An Ha, Yiyun Zhou, Andrew Houriet, Angelo D'Addario, Peter Baldwin, Polina Harik, Ann King, Victoria Yaneva

Proceedings of the 20th Workshop on Innovative Use of NLP for Building Educational Applications, 2025

CoLA: Collaborative Low-Rank Adaptation.

Yiyun Zhou, Chang Yao, Jingyuan Chen

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Trust in ESG reporting: The intelligent Veri-Green solution for incentivized verification.

Liyuan Liu, Zhiguo Ma, Yiyun Zhou, Melissa Fan, Meng Han

Blockchain Res. Appl., 2024

Findings from the First Shared Task on Automated Prediction of Difficulty and Response Time for Multiple-Choice Questions.

Victoria Yaneva, Kai North, Peter Baldwin, Le An Ha, Saed Rezayi, Yiyun Zhou, Sagnik Ray Choudhury, Polina Harik, Brian Clauser

Proceedings of the 19th Workshop on Innovative Use of NLP for Building Educational Applications, 2024

2023

ACTA: Short-Answer Grading in High-Stakes Medical Exams.

King Yiu Suen, Victoria Yaneva, Le An Ha, Janet Mee, Yiyun Zhou, Polina Harik

Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications, 2023

2020

Blockchain-Based Certification for Education, Employment, and Skill with Incentive Mechanism.

Liyuan Liu, Meng Han, Yiyun Zhou, Reza M. Parizi, Mohammed Korayem

Proceedings of the Blockchain Cybersecurity, Trust and Privacy, 2020

Abnormal Activity Detection in Edge Computing: A Transfer Learning Approach.

Yiyun Zhou, Meng Han, Jing Selena He, Liyuan Liu, Xiaohua Xu, Xi Gao

Proceedings of the International Conference on Computing, Networking and Communications, 2020

2019

The Adversarial Attacks Threats on Computer Vision: A Survey.

Yiyun Zhou, Meng Han, Liyuan Liu, Jing He, Xi Gao

Proceedings of the 16th IEEE International Conference on Mobile Ad Hoc and Sensor Systems Workshops, 2019

A2Text-Net: A Novel Deep Neural Network for Sarcasm Detection.

Liyuan Liu, Jennifer Lewis Priestley, Yiyun Zhou, Herman E. Ray, Meng Han

Proceedings of the 2019 IEEE First International Conference on Cognitive Machine Intelligence (CogMI), 2019

E^2 C-Chain: A Two-Stage Incentive Education Employment and Skill Certification Blockchain.

Liyuan Liu, Meng Han, Yiyun Zhou, Reza M. Parizi

Proceedings of the IEEE International Conference on Blockchain, 2019

2018

Understanding Data Breach: A Visualization Aspect.

Liyuan Liu, Meng Han, Yan Wang, Yiyun Zhou

Proceedings of the Wireless Algorithms, Systems, and Applications, 2018

Improving IoT Services in Smart-Home Using Blockchain Smart Contract.

Yiyun Zhou, Meng Han, Liyuan Liu, Yan Wang, Yi Liang, Ling Tian

Proceedings of the IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2018

LSTM Recurrent Neural Networks for Influenza Trends Prediction.

Liyuan Liu, Meng Han, Yiyun Zhou, Yan Wang

Proceedings of the Bioinformatics Research and Applications - 14th International Symposium, 2018

Deep learning approach for cyberattack detection.

Yiyun Zhou, Meng Han, Liyuan Liu, Jing (Selena) He, Yan Wang

Proceedings of the IEEE INFOCOM 2018, 2018