Tomasz Danel
4 papers · 2022–2026 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (8)
👥
Mega-Team
(21)
Conferences
AAAI (2)
ICML (1)
WACV (1)
Top co-authors
Keywords
molecular property prediction
(2)
graph neural network
(2)
drug discovery
(1)
counterfactual explanation
(1)
self-supervised pretraining
(1)
gradient-based training
(1)
markov process
(1)
explainable artificial intelligence
(1)
decision graph
(1)
neural graph
(1)
self-organizing network
(1)
transfer learning
(1)
transformer-based method
(1)
generative model
(1)
Papers
Enhancing Chemical Explainability Through Counterfactual Masking
AAAI 2026
KinDEL: DNA-Encoded Library Dataset for Kinase Inhibitors
ICML 2025
SONGs: Self-Organizing Neural Graphs
WACV 2023
HuggingMolecules: An Open-Source Library for Transformer-Based Molecular Property Prediction (Student Abstract)
AAAI 2022