PPaperPicks

Lele Fu

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

DBLP profile ↗ORCID search ↗

Venues

IJCAI ×4NeurIPS ×4AAAI ×3ICML ×3ECAI ×1

Frequent coauthors

Bowen Deng
DBLP profile ↗ORCID search ↗
×3
Sheng Huang
DBLP profile ↗ORCID search ↗
×2
Tianchi Liao
DBLP profile ↗ORCID search ↗
×2
Shuman Zhuang
DBLP profile ↗ORCID search ↗
×1
Yuecheng Li
DBLP profile ↗ORCID search ↗
×1
Sujia Huang
DBLP profile ↗ORCID search ↗
×1
Yanyi Lai
DBLP profile ↗ORCID search ↗
×1

Papers

  1. Prior Refinement Is Better: Diffusion-Driven Graph Harmonization for Federated Graph Learning
    AAAI 2026 ·
    Shuman Zhuang
    DBLP profile ↗ORCID search ↗
  2. Beyond Federated Prototype Learning: Learnable Semantic Anchors with Hyperspherical Contrast for Domain-Skewed Data
    AAAI 2025 · Lele Fu
  3. Clients Collaborate: Flexible Differentially Private Federated Learning with Guaranteed Improvement of Utility-Privacy Trade-off
    ICML 2025 ·
    Yuecheng Li
    DBLP profile ↗ORCID search ↗
  4. FedBG: Proactively Mitigating Bias in Cross-Domain Graph Federated Learning Using Background Data
    IJCAI 2025 ·
    Sheng Huang
    DBLP profile ↗ORCID search ↗
  5. Federated Domain Generalization with Decision Insight Matrix
    IJCAI 2025 ·
    Tianchi Liao
    DBLP profile ↗ORCID search ↗
  6. GLNCD: Graph-Level Novel Category Discovery
    NeurIPS 2025 ·
    Bowen Deng
    DBLP profile ↗ORCID search ↗
  7. Going Beyond Consistency: Target-oriented Multi-view Graph Neural Network
    IJCAI 2025 ·
    Sujia Huang
    DBLP profile ↗ORCID search ↗
  8. Learn from Global Rather Than Local: Consistent Context-Aware Representation Learning for Multi-View Graph Clustering
    IJCAI 2025 · Lele Fu
  9. Less is More: Federated Graph Learning with Alleviating Topology Heterogeneity from A Causal Perspective
    ICML 2025 · Lele Fu
  10. Soft-consensual Federated Learning for Data Heterogeneity via Multiple Paths
    NeurIPS 2025 ·
    Sheng Huang
    DBLP profile ↗ORCID search ↗
  11. THESAURUS: Contrastive Graph Clustering by Swapping Fused Gromov-Wasserstein Couplings
    AAAI 2025 ·
    Bowen Deng
    DBLP profile ↗ORCID search ↗
  12. Towards Understanding Parametric Generalized Category Discovery on Graphs
    ICML 2025 ·
    Bowen Deng
    DBLP profile ↗ORCID search ↗
  13. Unsupervised Federated Graph Learning
    NeurIPS 2025 · Lele Fu
  14. A Swiss Army Knife for Heterogeneous Federated Learning: Flexible Coupling via Trace Norm
    NeurIPS 2024 ·
    Tianchi Liao
    DBLP profile ↗ORCID search ↗
  15. FedSeProto: Learning Semantic Prototype in Federated Learning
    ECAI 2024 ·
    Yanyi Lai
    DBLP profile ↗ORCID search ↗