Pengwei Yan
4 papers · 2024–2026 · 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
(13)
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Hot Topic Early Bird
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The Questioner
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Research topics
Keywords
reinforcement learning
(1)
transfer learning
(1)
self-supervised learning
(1)
graph representation learning
(1)
preference optimization
(1)
wearable sensor
(1)
reward model
(1)
self-supervised pretraining
(1)
complex reasoning
(1)
node representation
(1)
subgraph representation
(1)
legal reasoning
(1)
motif discovery
(1)
large language model
(1)
graph neural network
(1)
multi-agent system
(1)
graph self-supervised learning
(1)
health monitoring
(1)
subgraph-level pretraining
(1)
node-level pretraining
(1)
Papers
SERL: Self-Examining Reinforcement Learning on Open-Domain
AAAI 2026
VitalDiagnosis: AI-Driven Ecosystem for 24/7 Vital Monitoring and Chronic Disease Management
AAAI 2026
Can Large Language Models Grasp Legal Theories? Enhance Legal Reasoning with Insights from Multi-Agent Collaboration
EMNLP 2024
Empowering Dual-Level Graph Self-Supervised Pretraining with Motif Discovery
AAAI 2024