Yoshihiro Yamanishi
5 papers · 2008–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Full π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird
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Keyword Champion
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Keyword Pioneer
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Keyword Trendsetter Combo
(3)
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Venues
Top co-authors
Research topics
Keywords
generative adversarial network
(3)
molecule generation
(3)
drug discovery
(2)
reinforcement learning
(2)
graph embedding
(1)
graph inference
(1)
network reconstruction
(1)
bipartite graph inference
(1)
distance metric learning
(1)
compound-protein interaction
(1)
bipartite graph
(1)
variational autoencoder
(1)
drug design
(1)
molecular generation
(1)
property optimization
(1)
protein interaction network
(1)
transformer encoder
(1)
smiles augmentation
(1)
kernel hilbert space
(1)
smiles string
(1)
Papers
InstGAN: Instant Actor-Critic-Driven GAN for De Novo Molecule Generation and Property Optimization
IJCAI 2025
GxVAEs: Two Joint VAEs Generate Hit Molecules from Gene Expression Profiles
AAAI 2024
TenGAN: Pure Transformer Encoders Make an Efficient Discrete GAN for De Novo Molecular Generation
AISTATS 2024
Transformer-based Objective-reinforced Generative Adversarial Network to Generate Desired Molecules
IJCAI 2022
Supervised Bipartite Graph Inference
NeurIPS 2008