PPaperPicks

Yaming Yang

Xidian University, Xi'an, China

16 papers at tracked venues · 14 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-8186-0648 ↗Google Scholar ↗

Venues

AAAI ×4WWW ×4SIGKDD ×3CIKM ×2ICDE ×2NeurIPS ×1

Frequent coauthors

Ziyu Guan
×16
Wei Zhao
×16
Weigang Lu
×12
Zhe Wang
×5
Ziyu Zheng
×5
Xinyan Huang
×3
Yibing Zhan
×3
Yiheng Lu
×3
Zheng Liang
×2
Dapeng Tao
×2
Rui Wang
×2
Bin Tong
×2

Papers

  1. Aligning Multiple Knowledge Graphs in A Single Pass
    WWW 2026 · Yaming Yang,
    Zhe Wang
    ,
    Ziyu Guan
    ,
    Wei Zhao
    ,
    Weigang Lu
    ,
    Xinyan Huang
    ,
    Jiangtao Cui
    ,
    Xiaofei He
  2. Beyond Single-Granularity Prompts: A Multi-Scale Chain-of-Thought Prompt Learning for Graph
    WWW 2026 ·
    Ziyu Zheng
    , Yaming Yang,
    Ziyu Guan
    ,
    Wei Zhao
    ,
    Xinyan Huang
    ,
    Weigang Lu
  3. H-NeiFi: Non-Invasive and Consensus-Efficient Multi-Agent Opinion Guidance
    WWW 2026 ·
    Shijun Guo
    ,
    Haoran Xu
    , Yaming Yang,
    Ziyu Guan
    ,
    Wei Zhao
    ,
    Xinyi Zhang
    ,
    Yishan Song
  4. MessageShift: Fine-Grained Data Augmentation for Graph Neural Networks
    WWW 2026 ·
    Weigang Lu
    ,
    Zheng Liang
    , Yaming Yang,
    Ziyu Zheng
    ,
    Meng Yan
    ,
    Beilei Ling
    ,
    Ziyu Guan
    ,
    Wei Zhao
  5. ProGMLP: A Progressive Framework for GNN-to-MLP Knowledge Distillation with Efficient Trade-offs
    AAAI 2026 ·
    Weigang Lu
    ,
    Ziyu Guan
    ,
    Wei Zhao
    , Yaming Yang,
    Yujie Sun
    ,
    Zheng Liang
    ,
    Yibing Zhan
    ,
    Dapeng Tao
  6. A Translation-Based Heterogeneous Graph Neural Network for Multiple Knowledge Graphs Alignment
    ICDE 2025 · Yaming Yang,
    Zhuofeng Luo
    ,
    Zhe Wang
    ,
    Weigang Lu
    ,
    Yiheng Lu
    ,
    Ziyu Guan
    ,
    Wei Zhao
    ,
    Yuanhai Lv
  7. AGMixup: Adaptive Graph Mixup for Semi-supervised Node Classification
    AAAI 2025 ·
    Weigang Lu
    ,
    Ziyu Guan
    ,
    Wei Zhao
    , Yaming Yang,
    Yibing Zhan
    ,
    Yiheng Lu
    ,
    Dapeng Tao
  8. Audience-Aware and Self-Adaptive Multi-Interest Modeling for Sharing Rate Prediction in Affiliate Marketing
    CIKM 2025 ·
    Zhe Wang
    ,
    Ziyu Guan
    ,
    Yujian Cao
    , Yaming Yang,
    Rui Wang
    ,
    Bin Tong
    ,
    Wei Zhao
    ,
    Hongbo Deng
  9. Defining and Discovering Hyper-meta-paths for Heterogeneous Hypergraphs
    NeurIPS 2025 · Yaming Yang,
    Ziyu Zheng
    ,
    Weigang Lu
    ,
    Zhe Wang
    ,
    Xinyan Huang
    ,
    Wei Zhao
    ,
    Ziyu Guan
  10. Discrepancy-Aware Graph Mask Auto-Encoder
    SIGKDD 2025 ·
    Ziyu Zheng
    , Yaming Yang,
    Ziyu Guan
    ,
    Wei Zhao
    ,
    Weigang Lu
  11. Dynamic Network-Based Two-Stage Time Series Forecasting for Affiliate Marketing
    CIKM 2025 ·
    Zhe Wang
    , Yaming Yang,
    Ziyu Guan
    ,
    Bin Tong
    ,
    Rui Wang
    ,
    Wei Zhao
    ,
    Hongbo Deng
  12. Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs
    SIGKDD 2025 ·
    Ziyu Zheng
    , Yaming Yang,
    Ziyu Guan
    ,
    Wei Zhao
    ,
    Weigang Lu
  13. SkipNode: On Alleviating Performance Degradation for Deep Graph Convolutional Networks (Extended Abstract)
    ICDE 2025 ·
    Weigang Lu
    ,
    Yibing Zhan
    ,
    Binbin Lin
    ,
    Ziyu Guan
    ,
    Liu Liu
    ,
    Baosheng Yu
    ,
    Wei Zhao
    , Yaming Yang,
    Dacheng Tao
  14. AdaGMLP: AdaBoosting GNN-to-MLP Knowledge Distillation
    SIGKDD 2024 ·
    Weigang Lu
    ,
    Ziyu Guan
    ,
    Wei Zhao
    , Yaming Yang
  15. Entropy Induced Pruning Framework for Convolutional Neural Networks
    AAAI 2024 ·
    Yiheng Lu
    ,
    Ziyu Guan
    , Yaming Yang,
    Wei Zhao
    ,
    Maoguo Gong
    ,
    Cai Xu
  16. NodeMixup: Tackling Under-Reaching for Graph Neural Networks
    AAAI 2024 ·
    Weigang Lu
    ,
    Ziyu Guan
    ,
    Wei Zhao
    , Yaming Yang,
    Long Jin