Chuan Chen
15 papers · 2018–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (7) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (6)
πΊοΈ
Taxonomy Completionist
(25)
π
Interdisciplinary Bridge
π§
Keyword Pioneer
π
Grand Slam
π
Conference Pioneer
β‘
Prolific Year
(9)
ποΈ
Keyword Collector
(65)
π
Century Club
(14)
Conferences
IJCAI (5)
AAAI (4)
ICML (4)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
federated learning
(5)
representation learning
(3)
prototype learning
(2)
optimal transport
(2)
graph clustering
(2)
contrastive learning
(2)
graph neural network
(2)
domain adaptation
(2)
transfer learning
(1)
variational inference
(1)
dynamic routing
(1)
graph theory
(1)
self-supervised learning
(1)
attention mechanism
(1)
graph generation
(1)
privacy preservation
(1)
cross-domain learning
(1)
semantic representation
(1)
text classification
(1)
multi-task learning
(1)
Papers
FedLAGC: Towards High Performance System-Heterogeneous Federated Learning via Layer-Adaptive Submodel Extraction and Gradient Correction
AAAI 2026
THESAURUS: Contrastive Graph Clustering by Swapping Fused Gromov-Wasserstein Couplings
AAAI 2025
Beyond Federated Prototype Learning: Learnable Semantic Anchors with Hyperspherical Contrast for Domain-Skewed Data
AAAI 2025
Graph Neural Ricci Flow: Evolving Feature from a Curvature Perspective
ICLR 2025
Less is More: Federated Graph Learning with Alleviating Topology Heterogeneity from A Causal Perspective
ICML 2025
Towards Understanding Parametric Generalized Category Discovery on Graphs
ICML 2025
Clients Collaborate: Flexible Differentially Private Federated Learning with Guaranteed Improvement of Utility-Privacy Trade-off
ICML 2025
Learn from Global Rather Than Local: Consistent Context-Aware Representation Learning for Multi-View Graph Clustering
IJCAI 2025
FedBG: Proactively Mitigating Bias in Cross-Domain Graph Federated Learning Using Background Data
IJCAI 2025
Federated Domain Generalization with Decision Insight Matrix
IJCAI 2025
A Swiss Army Knife for Heterogeneous Federated Learning: Flexible Coupling via Trace Norm
NIPS 2024
Dynamically Route Hierarchical Structure Representation to Attentive Capsule for Text Classification
IJCAI 2019
Tensor Decomposition for Multilayer Networks Clustering
AAAI 2019
Variational Graph Embedding and Clustering with Laplacian Eigenmaps
IJCAI 2019
Learning Semantic Representations for Unsupervised Domain Adaptation
ICML 2018