Gabriele Corso
12 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (19)
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Topic Evolution
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Century Club · Bronze
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Unstoppable · Bronze
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Deep Learning
(9)
Machine Learning
(9)
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(3)
Artificial Intelligence
(2)
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(2)
Learning Types · Machine Learning
(2)
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(1)
Healthcare & Medicine
(1)
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(1)
Generation
(1)
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(1)
Learning Types · Deep Learning
(1)
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(1)
Keywords
diffusion model
(4)
molecular docking
(3)
graph neural network
(3)
molecular conformer generation
(2)
representation learning
(2)
flow matching
(1)
diverse sampling
(1)
autoregressive transformer
(1)
weisfeiler-lehman test
(1)
distance metric learning
(1)
generative model
(1)
transfer learning
(1)
autoregressive model
(1)
synthetic data
(1)
self-supervised pretraining
(1)
mutual information
(1)
classifier-free guidance
(1)
graph convolution
(1)
geometric learning
(1)
graph isomorphism
(1)
Papers
Composing Unbalanced Flows for Flexible Docking and Relaxation
ICLR 2025
Deep Confident Steps to New Pockets: Strategies for Docking Generalization
ICLR 2024
Dirichlet Flow Matching with Applications to DNA Sequence Design
ICML 2024
DisCo-Diff: Enhancing Continuous Diffusion Models with Discrete Latents
ICML 2024
Particle Guidance: non-I.I.D. Diverse Sampling with Diffusion Models
ICLR 2024
DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking
ICLR 2023
3D Infomax improves GNNs for Molecular Property Prediction
ICML 2022
Subspace Diffusion Generative Models
ECCV 2022
Torsional Diffusion for Molecular Conformer Generation
NeurIPS 2022
Directional Graph Networks
ICML 2021
Neural Distance Embeddings for Biological Sequences
NeurIPS 2021
Principal Neighbourhood Aggregation for Graph Nets
NeurIPS 2020