Guanhua Ye
4 papers · 2025–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
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Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Learning Paradigms · Artificial Intelligence
(4)
Learning Types
(4)
Core AI
(3)
Core Methods
(2)
Learning Paradigms · Machine Learning
(2)
Deep Learning
(1)
Natural Language Processing
(1)
Application Areas
(1)
Architectures
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
federated learning
(1)
active learning
(1)
representation learning
(1)
reinforcement learning
(1)
graph learning
(1)
multimodal learning
(1)
adversarial training
(1)
model aggregation
(1)
questionnaire data
(1)
semantic embedding
(1)
multimodal large language model
(1)
edge computing
(1)
client selection
(1)
non-iid data
(1)
hierarchical federated learning
(1)
retrieval-augmented generation
(1)
heterogeneous graph
(1)
knowledge graph completion
(1)
clustered learning
(1)
entity prediction
(1)
Papers
HFR-MKGC: Hierarchical Fusion Reasoning with MLLMs for Multi-modal Knowledge Graph Completion
AAAI 2026
Rethink Representation Learning for Questionnaire Data
AAAI 2026
CSAHFL:Clustered Semi-Asynchronous Hierarchical Federated Learning for Dual-layer Non-IID in Heterogeneous Edge Computing Networks
IJCAI 2025
Reinforcement Active Client Selection for Federated Heterogeneous Graph Learning
AAAI 2025