Graphemics

Latest research

1. Bridging XAI and spectral analysis to investigate the inductive biases of deep graph networks

   • Michele Fontanesi
   • Alessio Micheli
   • Domenico Tortorella

   in Machine Learning

   Article Open access 19 October 2025

   

2. RGDF: a structure-aware lightweight fusion for efficient and accurate knowledge graph completion

   • Qiang Cai
   • Yuxiao Wu
   • Haisheng Li

   in Journal of Intelligent Information Systems

   Article 18 October 2025

   

3. A personalized recommendation framework through exploiting jump-enhanced random walk based multiple heterogeneous graph neural networks

   • Yufeng Wang
   • Fei Xie
   • Qun Jin

   in Applied Intelligence

   Article 18 October 2025

   

4. Graph neural networks for precise bug localization through structural program analysis

   • Leila Yousofvand
   • Seyfollah Soleimani
   • Amin Nikanjam

   in Automated Software Engineering

   Article Open access 18 October 2025

   

5. Degree-aware Progressive Contrastive Learning for Graph Combinatorial Optimization Problems

   • Shiyun Zhao
   • Yang Wu
   • Yifan Zhang

   in Machine Intelligence Research

   Article 18 October 2025

6. OTST: an optimal transport based spatial-temporal graph attention model for traffic flow prediction

   • Zechen Li
   • Wen Zhang

   in Cluster Computing

   Article 17 October 2025

   

7. A survey on learning from graphs with heterophily: recent advances and future directions

   • Cheng-Hua Gong
   • Yao Cheng
   • Xiang Li

   in Frontiers of Computer Science

   Article Open access 17 October 2025

8. Multi-instance multi-label position-aware doubly graph convolutional networks

   • Zhi Li
   • Teng Zhang
   • Hai Jin

   in Frontiers of Computer Science

   Article 17 October 2025

9. Warning signs

   • Alan Dove

   in Nature

   Article 17 October 2025

   

10. Graph representation learning method using diffusion sampling for dynamic graph anomaly detection

    • Jing He
    • Mian Wang
    • YunYun Dong

    in Knowledge and Information Systems

    Article 17 October 2025

    

11. Invariant graph learning meets information bottleneck for out-of-distribution generalization

    • Wenyu Mao
    • Jiancan Wu
    • Xiang Wang

    in Frontiers of Computer Science

    Article 16 October 2025

12. HexaDream: hexaview prior and constraint for text to 3D creation

    • Zhi-Chao Zhang
    • Hui Chen
    • Zheng-Bin Pang

    in Frontiers of Computer Science

    Article Open access 16 October 2025

13. On injective edge coloring of sparse graphs with maximum degree 5

    • Yanqing Wu

    in Journal of Combinatorial Optimization

    Article 16 October 2025

14. Hi-GAFM: Hierarchical Interpretable Graph Attention Factorization Machine for CTR Prediction

    • Bin Yang
    • Liusiyuan Sun
    • Xin Wang

    in World Wide Web

    Article 16 October 2025

    

15. GCIF: graph based cross-modal information fusion for conversational emotion recognition

    • Hongkun Zhao
    • Siyuan Liu
    • Kang Li

    in Multimedia Systems

    Article 16 October 2025

    

16. Visual relation-aware and knowledge-guided multi-modal relation extraction

    • Chunyu Lu
    • Tianran Chen
    • Ruhui Shi

    in Cluster Computing

    Article 16 October 2025

    

17. Learning Efficient Linear Graph Transformer via Graph-attention Distillation

    • Haotian Tao
    • Ziyan Zhang
    • Bin Luo

    in Machine Intelligence Research

    Article 15 October 2025

18. Aesthetic quality evaluation of packaging design with graph neural networks and composition features

    • Xiaocen Guo
    • Sijia Fu
    • Di Zhu

    in Scientific Reports

    Article Open access 15 October 2025

    

19. Toward accurate weight-based measurement and periodic edge measurement in graph stream

    • Zhuo Li
    • YuXuan Zhao
    • Kaihua Liu

    in World Wide Web

    Article 15 October 2025

    

20. Improved eight-point targeted essentially non-oscillatory schemes using a three-point dynamic smooth stencil for compressible flows

    • HuangSheng Wei
    • TongSheng Wang
    • Guang Xi

    in Computational and Applied Mathematics

    Article 15 October 2025

    

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