Yinkai Wang
5 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(17)
Venues
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Learning Types · Machine Learning
(4)
Architectures
(3)
Models
(3)
Artificial Intelligence
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Applications
(1)
Core Methods
(1)
Linguistics
(1)
Optimization
(1)
Keywords
transformer architecture
(1)
representation learning
(1)
contrastive learning
(1)
self-supervised learning
(1)
attention mechanism
(1)
entity linking
(1)
named entity recognition
(1)
image synthesis
(1)
graph structure
(1)
multi-objective optimization
(1)
autoregressive model
(1)
disentangled representation
(1)
downstream task
(1)
next-token prediction
(1)
molecular design
(1)
deep generative model
(1)
molecular generation
(1)
dataset evaluation
(1)
masked autoencoder
(1)
fine tuning
(1)
Papers
Graph Generative Pre-trained Transformer
ICML 2025
MADGEN: Mass-Spec attends to De Novo Molecular generation
ICLR 2025
On Separate Normalization in Self-supervised Transformers
NeurIPS 2023
Dataset Geography: Mapping Language Data to Language Users
ACL 2022
Multi-objective Deep Data Generation with Correlated Property Control
NeurIPS 2022