conftrace_

Chuanfu Zhang

3 papers · 2025–2025 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (11)

Venues

IJCAI (2) AAAI (1)

Top co-authors

Chuan Chen (3) Tianchi Liao (3) Sheng Huang (3) Lele Fu (3) Bowen Deng (2) Yanyi Lai (1)

Research topics

Deep Learning (3) Machine Learning (3) Architectures (2) Core Methods (2) Learning Paradigms · Machine Learning (2) Artificial Intelligence (1) Application Areas (1) Learning Paradigms · Artificial Intelligence (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1)

Keywords

graph neural network (2) federated learning (2) contrastive learning (1) domain adaptation (1) prototype learning (1) optimal transport (1) attention mechanism (1) cross-domain learning (1) privacy preservation (1) graph generation (1) bias correction (1) bias mitigation (1) federated graph learning (1) federated prototype learning (1) background data (1) hyperspherical space (1) multi-view graph clustering (1) semantic anchor (1) hyperspherical contrast (1) domain-skewed data (1)

Papers

Beyond Federated Prototype Learning: Learnable Semantic Anchors with Hyperspherical Contrast for Domain-Skewed Data AAAI 2025 FedBG: Proactively Mitigating Bias in Cross-Domain Graph Federated Learning Using Background Data IJCAI 2025 Learn from Global Rather Than Local: Consistent Context-Aware Representation Learning for Multi-View Graph Clustering IJCAI 2025