Sebastian Lehner
5 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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π
Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(15)
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Grand Slam
Venues
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Models
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Analysis
(1)
Architectures
(1)
Core AI
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types
(1)
Keywords
combinatorial optimization
(3)
graph neural network
(2)
reinforcement learning
(1)
variational inference
(1)
policy gradient
(1)
partially observable markov decision process
(1)
latent variable model
(1)
diffusion model
(1)
autoregressive model
(1)
hopfield network
(1)
language model
(1)
boundary condition
(1)
discrete diffusion model
(1)
statistical physics
(1)
3d simulation
(1)
particle dynamics
(1)
pre-trained transformer
(1)
physical simulation
(1)
history representation
(1)
state of the art
(1)
Papers
Scalable Discrete Diffusion Samplers: Combinatorial Optimization and Statistical Physics
ICLR 2025
A Diffusion Model Framework for Unsupervised Neural Combinatorial Optimization
ICML 2024
Boundary Graph Neural Networks for 3D Simulations
AAAI 2023
Variational Annealing on Graphs for Combinatorial Optimization
NeurIPS 2023
History Compression via Language Models in Reinforcement Learning
ICML 2022