Jia Leng
3 papers · 2019–2026 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(13)
Top co-authors
Research topics
Deep Learning
(3)
Learning Types · Deep Learning
(3)
Artificial Intelligence
(2)
Machine Learning
(2)
Core AI
(2)
Optimization & Theory
(2)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Methods
(1)
Models
(1)
Keywords
reinforcement learning
(2)
topic coherence
(1)
latent representation
(1)
topic model
(1)
variational autoencoder
(1)
policy alignment
(1)
neural topic model
(1)
preference pair
(1)
large language model
(1)
latent topic vector
(1)
document reconstruction
(1)
neural variational inference
(1)
topic coherence measure
(1)
rollout budget
(1)
direct alignment algorithm
(1)
reward alignment optimization
(1)
prefix consistency
(1)