Runlin Lei
4 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π
Interdisciplinary Bridge
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Conference Polyglot
(3)
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Cross-Pollinator
(14)
πΊοΈ
Taxonomy Completionist
(14)
π§
Keyword Pioneer
Conferences
NIPS (2)
ACL (1)
ICLR (1)
Top co-authors
Keywords
graph neural network
(3)
node classification
(2)
graph generation
(1)
network dynamics
(1)
message passing
(1)
spectral graph theory
(1)
adversarial attack
(1)
spectral method
(1)
node embedding
(1)
text-attributed graph
(1)
social graph
(1)
polynomial filter
(1)
graph injection attack
(1)
agent simulation
(1)
large language model
(1)
multi-agent system
(1)
social graph generation
(1)
zero-shot learning
(1)
text-level attack
(1)
adversarial robustness
(1)
Papers
LLM-Based Multi-Agent Systems are Scalable Graph Generative Models
ACL 2025
Intruding with Words: Towards Understanding Graph Injection Attacks at the Text Level
NIPS 2024
PolyGCL: GRAPH CONTRASTIVE LEARNING via Learnable Spectral Polynomial Filters
ICLR 2024
EvenNet: Ignoring Odd-Hop Neighbors Improves Robustness of Graph Neural Networks
NIPS 2022