Zhibin Niu
3 papers · 2019–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Bronze
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Research topics
Keywords
networked loan
(2)
representation learning
(1)
graph attention network
(1)
risk assessment
(1)
risk prediction
(1)
systemic risk
(1)
large language model
(1)
graph neural network
(1)
credit risk
(1)
financial risk
(1)
temporal graph network
(1)
default prediction
(1)
guarantee network
(1)
contagion risk
(1)
graph message passing
(1)
small and medium enterprise
(1)
financial risk assessment
(1)
deep reinforcement learning
(1)
small medium enterprise
(1)
Papers
RisQNet: Rescuing SMEs from Financial Shocks with a Novel Networked-Loan Risk Assessment
IJCAI 2024
Critical Firms Prediction for Stemming Contagion Risk in Networked-Loans through Graph-Based Deep Reinforcement Learning
AAAI 2023
Risk Assessment for Networked-guarantee Loans Using High-order Graph Attention Representation
IJCAI 2019