Bruno Correia

5 papers · 2024–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

ICLR (4) ICML (1)

Top co-authors

Ilia Igashov (3) Arne Schneuing (3) Michael M. Bronstein (2) Marwin Segler (2) Miruna Cretu (1) Souhaib Attaiki (1) Yangyang Miao (1) Adrian W. Dobbelstein (1) Pierre Vandergheynst (1) Maks Ovsjanikov (1)

Research topics

Deep Learning (4) Machine Learning (4) Artificial Intelligence (3) Application Areas (2) Architectures (2) Core AI (2) Core Methods (2) Models (2) Mathematics & Optimization (1) Learning Paradigms (1) Learning Types (1) Optimization (1)

Keywords

molecular generation (2) markov bridge (2) graph neural network (2) protein representation (1) distribution learning (1) generative model (1) drug design (1) discrete state space (1) chemical reaction (1) molecule generation (1) protein structure (1) protein-ligand complex (1) chemical reaction prediction (1) state of the art (1) molecular learning (1) surface representation (1) template free (1) synthesis planning (1) retrosynthesis planning (1) binding site identification (1)

Papers

AtomSurf: Surface Representation for Learning on Protein Structures ICLR 2025 Boosting Protein Graph Representations through Static-Dynamic Fusion ICML 2025 Multi-domain Distribution Learning for De Novo Drug Design ICLR 2025 SynFlowNet: Design of Diverse and Novel Molecules with Synthesis Constraints ICLR 2025 RetroBridge: Modeling Retrosynthesis with Markov Bridges ICLR 2024