Haizhou Du

Venues

Papers

1. FedRGL: Federated Riemannian Graph Learning in Mixed-Curvature Spaces with Ricci-Gated Convolution
   WWW 2026 · Haizhou Du
2. Mnemosyne: Accelerating Multi-Hop Question Answering via Cache Hit Order Fitting
   AAAI 2026 · Haizhou Du
3. Decoupling Feature Entanglement for Personalized Federated Learning via Neural Collapse
   CIKM 2025 · Haizhou Du
4. FedFree: Breaking Knowledge-sharing Barriers through Layer-wise Alignment in Heterogeneous Federated Learning
   NeurIPS 2025 · Haizhou Du
5. FedHigh: A Graph-Guided Aggregation Framework for Layer-Wised Personalized Federated Learning
   ECAI 2025 · Haizhou Du
6. FedPrime: An Adaptive Critical Learning Periods Control Framework for Efficient Federated Learning in Heterogeneity Scenarios
   ECML-PKDD 2024 · Haizhou Du
7. HyperPrism: An Adaptive Non-linear Aggregation Framework for Distributed Machine Learning over Non-IID Data and Time-varying Communication Links
   NeurIPS 2024 · Haizhou Du