Publications – Youwei Wang

Lastest Update: 7th Oct 2023. $\dagger$ and $\ast$ mean equal contribution and corresponding author, respectively.

Journal Paper

Self-balanced Information Bottleneck for Few-shot Multimodal Information Extraction. Accepted.
Youwei Wang, Kai Chen, Qiwei Miao, Chengming Liu, Yinghao Li $\ast$

Information Processing and Management, 2026.(中科院1区 SCI，CCF B, IF: 8.6)
Span-aware pre-trained network with deep information bottleneck for scientific entity relation extraction.
Youwei Wang, Peicong Cao, Haichuan Fang, Yangdong Ye $\ast$
Neural Networks, 2025. (中科院1区 SCI，CCF B, IF: 6.3)
Deep Purified Feature Mining Model for Joint Named Entity Recognition and Relation Extraction.
Youwei Wang, Ying Wang, Zhongchuan Sun, Yinghao Li, Shizhe Hu, Yangdong Ye $\ast$
Information Processing and Management, 2023.(中科院1区 SCI，CCF B, IF: 8.6)
Multi-modal semantics fusion model for domain relation extraction via information bottleneck.
Zhao Tian, Xuan Zhao, Xiwang Li, Xiaoping Ma, Yinghao Li, Youwei Wang $\ast$ , Expert Systems with Applications, 2024. (中科院1区 SCI，IF: 8.5)
A Domain Semantics-Enhanced Relation extraction Model for Identifying the Railway Safety Risk.
Youwei Wang, Chegnying Zhu, Qiang Guo, Yangdong Ye $\ast$
Complex and Intelligent Systems, 2023. (中科院2区 SCI，IF: 6.7)

Empowering self-balance of deep information bottleneck for multimodal clustering.
Youwei Wang, Qiwei Miao, Haichuan Fang, Yangdong Ye, Shizhe Hu $\ast$
The 35th International Joint Conference on Artificial Intelligence, 2026. (CCF B 类国际会议)
CDIB: Consistency Discovery-guided Information Bottleneck for Multi-modal Knowledge Graph Reasoning.
Haichuan Fang, Haoran Zhang, Yulin Du, Qiang Guo, Zhen Tian, Youwei Wang, Yangdong Ye $\ast$
The 33rd ACM International Conference on Multimedia, 2025, (CCF A 类国际会议)
Transformer-aware Graph Convolution Networks for Relation Extraction of Railway Safety Risk.
Youwei Wang, Xiwang Li, Wei She, Yangdong Ye $\ast$
The 6th International Conference on Electrical Engineering and Information Technologies for Rail Transportation, 2023.

Hyperbolic Adversarial Variational Embedding for item recommendation.
Zhongchuan Sun, Liming Chen, Youwei Wang, Mingming Zhang, Yunpeng Wu, Yangdong Ye $\ast$
Engineering Applications of Artificial Intelligence, 2026, (中科院1 区SCI, IF: 8.0)
Contrastive Variational Graph Symmetric Autoencoder for Full Extrapolation Over Temporal Knowledge Graphs.
Haichuan Fang, Zhen Tian, Youwei Wang, Bo Ji, Yangdong Ye $\ast$
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2026, (中科院1 区SCI, IF: 8.7)
Meta-collaboration-based semantic contrast for inductive knowledge representation learning.
Haichuan Fang, Kexin Cheng, Ruixin Zhang, Youwei Wang, Yangdong Ye $\ast$
Expert Systems with Applications, 2025. (中科院1区 SCI，IF: 8.5)
Learning knowledge graph embedding with a dual-attention embedding network.
Haichuan Fang,Youwei Wang, Zhen Tian, Yangdong Ye $\ast$
Expert Systems with Applications, 2022. (中科院1区 SCI，IF: 8.5)
Sequential Graph Collaborative Filtering.
Zhongchuan Sun, Bin Wu,Youwei Wang, Yangdong Ye $\ast$
Information Sciences, 2022. (中科院1区 SCI，CCF B, IF: 8.1)