Deqiang Ouyang
4 papers · 2020–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(10)
Top co-authors
Research topics
Keywords
stochastic optimization
(1)
contrastive learning
(1)
robust optimization
(1)
few-shot learning
(1)
game theory
(1)
variance reduction
(1)
bayesian optimization
(1)
thompson sampling
(1)
variational autoencoder
(1)
meta-reinforcement learning
(1)
exploration strategy
(1)
offline meta-reinforcement learning
(1)
parameter space
(1)
few-shot adaptation
(1)
structured noise
(1)
parameter space exploration
(1)
task-agnostic exploration
(1)
cross-task context
(1)
risk averse
(1)
mirror prox
(1)
Papers
Improving Generalization in Offline Meta-Reinforcement Learning via Cross-task Contexts
AAAI 2026
MetaGameBO: Hierarchical Game-Theoretic Driven Robust Meta-Learning for Bayesian Optimization
AAAI 2026
Learning Robust Neural Processes with Risk-Averse Stochastic Optimization
ICML 2025
Exploring Parameter Space with Structured Noise for Meta-Reinforcement Learning
IJCAI 2020