Xiongye Xiao
7 papers · 2021–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (3) πΊοΈ Taxonomy Completionist (12) π Interdisciplinary Bridge
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Cross-Pollinator
(14)
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Renaissance Researcher
(5)
π₯
Unstoppable
(5)
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Trend Setter
Conferences
ICLR (4)
NIPS (2)
ICML (1)
Top co-authors
Keywords
representation learning
(1)
reinforcement learning
(1)
policy optimization
(1)
neural network optimization
(1)
function space
(1)
partial differential equation
(1)
operator learning
(1)
neural operator
(1)
directed acyclic graph
(1)
computation graph
(1)
device placement
(1)
neural network compilation
(1)
inverse operator
(1)
graph neural network
(1)
multiwavelet transform
(1)
burgers equation
(1)
resolution-independent scheme
(1)
Papers
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
Non-Linear Operator Approximations for Initial Value Problems
ICLR 2022
Multiwavelet-based Operator Learning for Differential Equations
NIPS 2021