Hannes Stärk
9 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(20)
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Hot Topic Early Bird
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Trend Setter
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Deep Learning
(8)
Machine Learning
(7)
Models
(6)
Artificial Intelligence
(5)
Architectures
(4)
Core AI
(3)
Core Methods
(3)
Learning Types
(3)
Application Areas
(2)
Learning Paradigms
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Interdisciplinary
(1)
Natural Language Processing
(1)
Analysis
(1)
Keywords
graph neural network
(2)
protein-ligand binding
(2)
molecular docking
(2)
generative model
(2)
language modeling
(1)
geometric deep learning
(1)
variational inference
(1)
protein design
(1)
text generation
(1)
mutual information
(1)
diffusion model
(1)
autoregressive model
(1)
surrogate model
(1)
molecular dynamics
(1)
classifier-free guidance
(1)
discrete diffusion
(1)
drug discovery
(1)
self-supervised pretraining
(1)
forward simulation
(1)
flow matching
(1)
Papers
ProtComposer: Compositional Protein Structure Generation with 3D Ellipsoids
ICLR 2025
Think while You Generate: Discrete Diffusion with Planned Denoising
ICLR 2025
Dirichlet Flow Matching with Applications to DNA Sequence Design
ICML 2024
ET-Flow: Equivariant Flow-Matching for Molecular Conformer Generation
NeurIPS 2024
Generative Modeling of Molecular Dynamics Trajectories
NeurIPS 2024
Harmonic Self-Conditioned Flow Matching for joint Multi-Ligand Docking and Binding Site Design
ICML 2024
DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking
ICLR 2023
3D Infomax improves GNNs for Molecular Property Prediction
ICML 2022
EquiBind: Geometric Deep Learning for Drug Binding Structure Prediction
ICML 2022