Philippe Schwaller
5 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(13)
🐣
Hot Topic Early Bird
👥
Mega-Team · Squad
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI
(3)
Deep Learning
(2)
Learning Paradigms
(2)
Knowledge & Reasoning
(1)
Machine Learning
(1)
Natural Language Processing
(1)
Applications
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Learning Types
(1)
Models
(1)
Optimization & Theory
(1)
Representation
(1)
Resources & Methods
(1)
Keywords
reinforcement learning
(1)
bayesian inference
(1)
uncertainty quantification
(1)
self-supervised learning
(1)
information extraction
(1)
trajectory prediction
(1)
gaussian process
(1)
multi-step planning
(1)
knowledge graph
(1)
generative model
(1)
dynamical system
(1)
vision-language model
(1)
molecular design
(1)
scientific document
(1)
ordinary differential equation
(1)
molecular representation
(1)
symbolic regression
(1)
visual language model
(1)
reaction pathway
(1)
bayesian optimisation
(1)
Papers
LLM-Augmented Chemical Synthesis and Design Decision Programs
ICML 2025
Beam Enumeration: Probabilistic Explainability For Sample Efficient Self-conditioned Molecular Design
ICLR 2024
Knowledge Graph Extraction from Total Synthesis Documents
ACL 2024
ODEFormer: Symbolic Regression of Dynamical Systems with Transformers
ICLR 2024
GAUCHE: A Library for Gaussian Processes in Chemistry
NeurIPS 2023