Zixing Song

Venues

Frequent coauthors

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

   DBLP profile ↗ORCID search ↗
3. Semi-supervised Instruction Tuning for Large Language Models on Text-Attributed Graphs
   WWW 2026 · Zixing Song
4. Context-aware Inductive Knowledge Graph Completion with Latent Type Constraints and Subgraph Reasoning
   AAAI 2025 ·

   Muzhi Li

   DBLP profile ↗ORCID search ↗
5. Domain-Adapted Diffusion Model for PROTAC Linker Design Through the Lens of Density Ratio in Chemical Space
   ICML 2025 · Zixing Song
6. FedEDM: Federated Equivariant Diffusion Model for 3D Molecule Generation with Enhanced Communication Efficiency
   WWW 2025 · Zixing Song
7. Mitigating Over-Squashing in Graph Neural Networks by Spectrum-Preserving Sparsification
   ICML 2025 ·

   Langzhang Liang

   DBLP profile ↗ORCID search ↗
8. Track and Tweak: Monitoring and Improving Group Fairness for Temporal Graph Neural Networks in Real Time
   SIGKDD 2025 · Zixing Song
9. A Diffusion-Based Pre-training Framework for Crystal Property Prediction
   AAAI 2024 · Zixing Song
10. A Systematic Survey on Federated Semi-supervised Learning
    IJCAI 2024 · Zixing Song
11. Geometric View of Soft Decorrelation in Self-Supervised Learning
    SIGKDD 2024 ·

    Yifei Zhang

    DBLP profile ↗ORCID search ↗
12. Towards Geometric Normalization Techniques in SE(3) Equivariant Graph Neural Networks for Physical Dynamics Simulations
    IJCAI 2024 ·

    Ziqiao Meng

    DBLP profile ↗ORCID search ↗