Bowen Gao
9 papers · 2023–2026 · 5 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(4)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
🏆
Grand Slam
Conferences
ICLR (3)
AAAI (2)
ICML (2)
EMNLP (1)
NIPS (1)
Top co-authors
Keywords
virtual screening
(3)
contrastive learning
(2)
drug discovery
(2)
representation learning
(2)
binding site prediction
(1)
protein structure
(1)
hyperbolic space
(1)
hierarchical generation
(1)
lorentz model
(1)
coarse-to-fine generation
(1)
protein-ligand binding
(1)
3d molecular structure
(1)
protein-molecule binding
(1)
affinity ranking
(1)
protein sequence
(1)
diffusion model
(1)
molecule generation
(1)
Papers
S²Drug: Bridging Protein Sequence and 3D Structure in Contrastive Representation Learning for Virtual Screening
AAAI 2026
Learning Protein–Ligand Binding in Hyperbolic Space
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
DrugCLIP: Contrastive Protein-Molecule Representation Learning for Virtual Screening
NIPS 2023
Coarse-to-Fine: a Hierarchical Diffusion Model for Molecule Generation in 3D
ICML 2023
UniBriVL: Robust Audio Representation and Generation of Audio Driven Diffusion Models
EMNLP 2023