Sebastian Lehner
5 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (4) π Renaissance Researcher (6) π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (11)
π§
Keyword Pioneer
π
Grand Slam
Conferences
ICML (2)
AAAI (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
graph neural network
(2)
reinforcement learning
(1)
variational inference
(1)
partially observable markov decision process
(1)
autoregressive model
(1)
hopfield network
(1)
language model
(1)
boundary condition
(1)
pretrained transformer
(1)
3d simulation
(1)
particle dynamics
(1)
physical simulation
(1)
history representation
(1)
granular flow
(1)
combinatorial optimization
(1)
history compression
(1)
Papers
Scalable Discrete Diffusion Samplers: Combinatorial Optimization and Statistical Physics
ICLR 2025
A Diffusion Model Framework for Unsupervised Neural Combinatorial Optimization
ICML 2024
Variational Annealing on Graphs for Combinatorial Optimization
NIPS 2023
Boundary Graph Neural Networks for 3D Simulations
AAAI 2023
History Compression via Language Models in Reinforcement Learning
ICML 2022