Yoshihiro Yamanishi
5 papers · 2008–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🏃 Academic Marathon (17) 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (14)
🧭
Keyword Pioneer
🌍
Conference Polyglot
(4)
🏃
Academic Marathon
(17)
🌟
Keyword Trendsetter Combo
(3)
🏆
Keyword Champion
🌱
Topic Pioneer
📈
Trend Setter
Conferences
IJCAI (2)
AAAI (1)
AISTATS (1)
NIPS (1)
Top co-authors
Keywords
generative adversarial network
(3)
molecule generation
(3)
reinforcement learning
(2)
drug discovery
(2)
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)
transformer encoder
(1)
smiles augmentation
(1)
kernel hilbert space
(1)
smiles string
(1)
stochastic policy gradient
(1)
kernel methods
(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
NIPS 2008