Paul Bogdan
11 papers · 2021–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Renaissance Researcher (7) πΊοΈ Taxonomy Completionist (14) π Interdisciplinary Bridge
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Conference Polyglot
(3)
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Cross-Pollinator
(14)
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Century Club
(10)
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Trend Setter
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Unstoppable
(5)
Conferences
ICLR (6)
ICML (2)
NIPS (2)
ACL (1)
Top co-authors
Keywords
neural decoding
(1)
representation learning
(1)
reinforcement learning
(1)
policy optimization
(1)
uncertainty quantification
(1)
image reconstruction
(1)
neural network optimization
(1)
function space
(1)
fmri decoding
(1)
hierarchical model
(1)
latent variable
(1)
partial differential equation
(1)
variational autoencoder
(1)
operator learning
(1)
latent space
(1)
interactive agent
(1)
neural operator
(1)
directed acyclic graph
(1)
computation graph
(1)
device placement
(1)
Papers
Uncertainty Quantification in LLM Agents: Foundations, Emerging Challenges, and Opportunities
ACL 2026
End-to-End Learning Framework for Solving Non-Markovian Optimal Control
ICML 2025
Neuron-based Multifractal Analysis of Neuron Interaction Dynamics in Large Models
ICLR 2025
Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning
ICLR 2024
A Structure-Aware Framework for Learning Device Placements on Computation Graphs
NIPS 2024
Coupled Multiwavelet Operator Learning for Coupled Differential Equations
ICLR 2023
Generative Decoding of Visual Stimuli
ICML 2023
Non-Linear Operator Approximations for Initial Value Problems
ICLR 2022
Pareto Policy Adaptation
ICLR 2022
Learning Hyperbolic Representations of Topological Features
ICLR 2021
Multiwavelet-based Operator Learning for Differential Equations
NIPS 2021