Scholar
Yiyun Zhou
Google Scholar ID: Cb6wvZIAAAAJ
Zhejiang University
Data Mining
Multimodal Learning
Large Language Model
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Citations & Impact
All-time
Citations
49
H-index
5
i10-index
1
Publications
7
Co-authors
0
Contact
Email
yiyunzhou@zju.edu.cn
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Publications
12 items
Beyond Student: An Asymmetric Network for Neural Network Inheritance
2026
Cited
0
Collaborative Representation Learning for Alignment of Tactile, Language, and Vision Modalities
2025
Cited
0
AccKV: Towards Efficient Audio-Video LLMs Inference via Adaptive-Focusing and Cross-Calibration KV Cache Optimization
2025
Cited
0
PureKV: Plug-and-Play KV Cache Optimization with Spatial-Temporal Sparse Attention for Vision-Language Large Models
2025
Cited
0
FlowMM: Cross-Modal Information Flow Guided KV Cache Merging for Efficient Multimodal Context Inference
2025
Cited
0
Show and Polish: Reference-Guided Identity Preservation in Face Video Restoration
2025
Cited
0
Cuff-KT: Tackling Learners' Real-time Learning Pattern Adjustment via Tuning-Free Knowledge State Guided Model Updating
2025
Cited
2
CoLA: Collaborative Low-Rank Adaptation
2025
Cited
0
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Resume (English only)
Academic Achievements
Paper 'TDLSR' accepted by NeurIPS 2025: A theory-driven framework for incomplete multi-view multi-label learning
Paper 'IP-FVR' accepted by ACM MM 2025: A novel identity-prompted face video restoration method
Paper 'DKT2' accepted by ECML-PKDD 2025: An applicable and comprehensive deep knowledge tracing model for large-scale data
Paper 'CoLA' accepted by ACL 2025: A collaborative LoRA architecture for parameter-efficient fine-tuning under data scarcity
Paper 'Cuff-KT' accepted by KDD 2025: A tuning-free, real-time adaptive knowledge tracing framework
Paper 'TransKT' accepted by IJCAI 2025: A contrastive cross-course knowledge tracing model using LLM-generated concept graphs
Paper 'DisKT' accepted by WWW 2025: An approximate causal knowledge tracing model that disentangles student abilities and mitigates cognitive bias
Recipient of the National Scholarship of China (October 2025)
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Co-authors: 0 (list not available)
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