Ben Liao
4 papers · 2020–2023 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (12) π Renaissance Researcher (6)
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Taxonomy Completionist
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Conferences
ACL (1)
ICML (1)
IJCAI (1)
NIPS (1)
Top co-authors
Research topics
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
NIPS 2020