Ben Liao
4 papers · 2020–2023 · 4 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
(16)
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Hot Topic Early Bird
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Trend Setter
Venues
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Research topics
Deep Learning
(3)
Machine Learning
(3)
Artificial Intelligence
(2)
Healthcare & Medicine
(2)
Architectures
(2)
Core AI
(2)
Core Methods
(2)
Models
(2)
Research
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Keywords
transformer architecture
(1)
representation learning
(1)
contrastive learning
(1)
graph representation learning
(1)
natural language generation
(1)
dialogue generation
(1)
response generation
(1)
sample complexity
(1)
markov chain
(1)
generative model
(1)
normalizing flow
(1)
chernoff bound
(1)
molecular graph
(1)
end-to-end learning
(1)
drug discovery
(1)
molecular design
(1)
contradiction detection
(1)
molecular representation
(1)
molecular graph generation
(1)
hierarchical generation
(1)
Papers
MolHF: A Hierarchical Normalizing Flow for Molecular Graph Generation
IJCAI 2023
Mitigating Contradictions in Dialogue Based on Contrastive Learning
ACL 2022
Retroformer: Pushing the Limits of End-to-end Retrosynthesis Transformer
ICML 2022
A Matrix Chernoff Bound for Markov Chains and Its Application to Co-occurrence Matrices
NeurIPS 2020