Yanwei Yue
9 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(20)
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Prolific Year · Productive
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Research topics
Artificial Intelligence
(7)
Machine Learning
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Core AI
(7)
Deep Learning
(6)
Architectures
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Application Areas
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Core Methods
(3)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Learning Types
(1)
Optimization
(1)
Optimization & Theory · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Representation
(1)
Keywords
graph neural network
(5)
multi-agent system
(2)
large language model
(2)
model pruning
(2)
lottery ticket hypothesis
(2)
data augmentation
(1)
graph sparsification
(1)
graph representation learning
(1)
message passing
(1)
adversarial robustness
(1)
token efficiency
(1)
submodular maximization
(1)
semantic information
(1)
adversarial defense
(1)
dynamic graph
(1)
variational autoencoder
(1)
node classification
(1)
mixture of expert
(1)
inference efficiency
(1)
efficient computing
(1)
Papers
COSMOS: Connectivity-Oriented Submodular Maximization for Optimal Subgraph Retrieval
ACL 2026
Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems
ICLR 2025
Fast Track to Winning Tickets: Repowering One-Shot Pruning for Graph Neural Networks
AAAI 2025
G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks
ICML 2025
Graph Sparsification via Mixture of Graphs
ICLR 2025
MasRouter: Learning to Route LLMs for Multi-Agent Systems
ACL 2025
Rationalizing and Augmenting Dynamic Graph Neural Networks
ICLR 2025
Graph Lottery Ticket Automated
ICLR 2024
Two Heads Are Better Than One: Boosting Graph Sparse Training via Semantic and Topological Awareness
ICML 2024