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Zixing Song

12 papers at tracked venues · 10 at CORE A* · active 2024–2026

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Venues

AAAI ×4ICML ×2IJCAI ×2SIGKDD ×2WWW ×2

Frequent coauthors

Irwin King
×8
Ziqiao Meng
×4
José Miguel Hernández-Lobato
×3
Yifei Zhang
×3
Muzhi Li
×2
Zenglin Xu
×2
Xinyu Fu
×2
Yusong Wang
×1
Jialun Shen
×1
Zhihao Wu
×1
Yicheng Xu
×1
Shiyin Tan
×1

Papers

  1. Graph-based Label-Efficient Learning: When Graph-Structured Data Meets Limited Labels
    AAAI 2026 · Zixing Song
  2. MMPG: MoE-based Adaptive Multi-Perspective Graph Fusion for Protein Representation Learning
    AAAI 2026 ·
    Yusong Wang
    ,
    Jialun Shen
    ,
    Zhihao Wu
    ,
    Yicheng Xu
    ,
    Shiyin Tan
    ,
    Mingkun Xu
    ,
    Changshuo Wang
    , Zixing Song,
    Prayag Tiwari
  3. Semi-supervised Instruction Tuning for Large Language Models on Text-Attributed Graphs
    WWW 2026 · Zixing Song,
    Irwin King
  4. Context-aware Inductive Knowledge Graph Completion with Latent Type Constraints and Subgraph Reasoning
    AAAI 2025 ·
    Muzhi Li
    ,
    Cehao Yang
    ,
    Chengjin Xu
    , Zixing Song,
    Xuhui Jiang
    ,
    Jian Guo
    ,
    Ho-fung Leung
    ,
    Irwin King
  5. Domain-Adapted Diffusion Model for PROTAC Linker Design Through the Lens of Density Ratio in Chemical Space
    ICML 2025 · Zixing Song,
    Ziqiao Meng
    ,
    José Miguel Hernández-Lobato
  6. FedEDM: Federated Equivariant Diffusion Model for 3D Molecule Generation with Enhanced Communication Efficiency
    WWW 2025 · Zixing Song,
    Irwin King
    ,
    José Miguel Hernández-Lobato
  7. Mitigating Over-Squashing in Graph Neural Networks by Spectrum-Preserving Sparsification
    ICML 2025 ·
    Langzhang Liang
    ,
    Fanchen Bu
    , Zixing Song,
    Zenglin Xu
    ,
    Shirui Pan
    ,
    Kijung Shin
  8. Track and Tweak: Monitoring and Improving Group Fairness for Temporal Graph Neural Networks in Real Time
    SIGKDD 2025 · Zixing Song,
    Muzhi Li
    ,
    Yifei Zhang
    ,
    Irwin King
    ,
    José Miguel Hernández-Lobato
  9. A Diffusion-Based Pre-training Framework for Crystal Property Prediction
    AAAI 2024 · Zixing Song,
    Ziqiao Meng
    ,
    Irwin King
  10. A Systematic Survey on Federated Semi-supervised Learning
    IJCAI 2024 · Zixing Song,
    Xiangli Yang
    ,
    Yifei Zhang
    ,
    Xinyu Fu
    ,
    Zenglin Xu
    ,
    Irwin King
  11. Geometric View of Soft Decorrelation in Self-Supervised Learning
    SIGKDD 2024 ·
    Yifei Zhang
    ,
    Hao Zhu
    , Zixing Song,
    Yankai Chen
    ,
    Xinyu Fu
    ,
    Ziqiao Meng
    ,
    Piotr Koniusz
    ,
    Irwin King
  12. Towards Geometric Normalization Techniques in SE(3) Equivariant Graph Neural Networks for Physical Dynamics Simulations
    IJCAI 2024 ·
    Ziqiao Meng
    ,
    Liang Zeng
    , Zixing Song,
    Tingyang Xu
    ,
    Peilin Zhao
    ,
    Irwin King