Publication List

11. TimeSGN: Scalable and Effective Temporal Graph Neural Network PDF

     Yuanyuan Xu, Wenjie Zhang, Ying Zhang, Maria Orlowska, Xuemin Lin

     📍 IEEE International Conference on Data Engineering (ICDE 2024)

10. Scalable and Effective Temporal Graph Representation Learning With Hyperbolic Geometry PDF

     Yuanyuan Xu, Wenjie Zhang, Xiwei Xu, Binghao Li, Ying Zhang

     📍 IEEE Transactions on Neural Networks and Learning Systems

9. Query2gmm: Learning representation with gaussian mixture model for reasoning over knowledge graphs PDF

     Yuhan Wu*, Yuanyuan Xu*, Wenjie Zhang, Xiwei Xu, Ying Zhang

     📍 The Web Conference 2024

8. Billion-Scale Bipartite Graph Embedding: A Global-Local Induced Approach PDF

     Xueyi Wu*, Yuanyuan Xu*, Wenjie Zhang, Ying Zhang

     📍 Proceedings of the VLDB Endowment (PVLDB 2024)

7. A Holistic Approach for Answering Logical Queries on Knowledge Graphs PDF

     Yuhan Wu*, Yuanyuan Xu*, Xuemin Lin, Wenjie Zhang

     📍 IEEE International Conference on Data Engineering (ICDE 2023)

6. Class-aware tiny object recognition over large-scale 3D point clouds

     Jialin Li, Sarp Saydam, Yuanyuan Xu, Boge Liu, Binghao Li, Xuemin Lin, Wenjie Zhang

     📍 Neurocomputing

5. Learning Accurate Label-Specific Features From Partially Multilabeled Data

     Tiantian Xu, Yuanyuan Xu#, Shiyu Yang, Binghao Li, Wenjie Zhang

     📍 IEEE Transactions on Neural Networks and Learning Systems

4. Unsupervised cross-view feature selection on incomplete data

     Yuanyuan Xu, Yu Yin, Jun Wang, Jinmao Wei, Jian Liu, Lina Yao, Wenjie Zhang

     📍 Knowledge-Based Systems

3. An effective multi-label feature selection model towards eliminating noisy features

     Jun Wang, Yuanyuan Xu, Hengpeng Xu, Zhe Sun, Zhenglu Yang, Jinmao Wei

     📍 Applied Sciences

2. To avoid the pitfall of missing labels in feature selection: A generative model gives the answer PDF

     Yuanyuan Xu, Jun Wang, Jinmao Wei

    📍 AAAI 2020

1. Semi-supervised multi-label feature selection by preserving feature-label space consistency

     Yuanyuan Xu, Jun Wang, Shuai An, Jinmao Wei, Jianhua Ruan

     📍 ACM international conference on information and knowledge management (CIKM 2018)