Xiongye Xiao
7 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Bronze πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird π₯ Unstoppable Β· Bronze
π
Renaissance Researcher
(6)
π
Trend Setter
Venues
Top co-authors
Research topics
Keywords
partial differential equation
(3)
neural operator
(2)
representation learning
(2)
sentiment analysis
(1)
information bottleneck
(1)
multimodal learning
(1)
sample complexity
(1)
neural network optimization
(1)
function space
(1)
network analysis
(1)
optimal control
(1)
system identification
(1)
linear quadratic regulator
(1)
latent representation
(1)
operator learning
(1)
data efficiency
(1)
directed acyclic graph
(1)
computation graph
(1)
device placement
(1)
neural network compilation
(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
A Structure-Aware Framework for Learning Device Placements on Computation Graphs
NeurIPS 2024
Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning
ICLR 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
NeurIPS 2021