Bowen Gao
9 papers · 2023–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
🏆
Grand Slam
Venues
Top co-authors
Research topics
Keywords
contrastive learning
(4)
virtual screening
(4)
drug discovery
(3)
protein structure
(2)
representation learning
(2)
pearson correlation
(1)
molecule generation
(1)
binding site prediction
(1)
molecular representation
(1)
structure-based drug design
(1)
hyperbolic space
(1)
hierarchical generation
(1)
spearman correlation
(1)
molecular docking
(1)
lorentz model
(1)
synthetic accessibility
(1)
coarse-to-fine generation
(1)
protein-ligand binding
(1)
bioactivity prediction
(1)
3d molecular structure
(1)
Papers
Learning Protein–Ligand Binding in Hyperbolic Space
AAAI 2026
S²Drug: Bridging Protein Sequence and 3D Structure in Contrastive Representation Learning for Virtual Screening
AAAI 2026
Redefining the task of Bioactivity Prediction
ICLR 2025
Reframing Structure-Based Drug Design Model Evaluation via Metrics Correlated to Practical Needs
ICLR 2025
Rethinking Specificity in SBDD: Leveraging Delta Score and Energy-Guided Diffusion
ICML 2024
Self-supervised Pocket Pretraining via Protein Fragment-Surroundings Alignment
ICLR 2024
Coarse-to-Fine: a Hierarchical Diffusion Model for Molecule Generation in 3D
ICML 2023
DrugCLIP: Contrastive Protein-Molecule Representation Learning for Virtual Screening
NeurIPS 2023
UniBriVL: Robust Audio Representation and Generation of Audio Driven Diffusion Models
EMNLP 2023