Tingxiong Xiao
9 papers · 2023–2026 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Gold
🗺️
Taxonomy Completionist
(27)
🌈
Renaissance Researcher
(8)
Top co-authors
Research topics
Deep Learning
(7)
Machine Learning
(7)
Artificial Intelligence
(5)
Architectures
(5)
Core AI
(5)
Core Methods
(5)
Computer Vision
(3)
Application Areas
(3)
Healthcare & Medicine
(2)
Mathematics & Optimization
(2)
Clinical
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Optimization
(2)
Keywords
implicit neural representation
(3)
causal discovery
(3)
time series
(3)
graph neural network
(2)
granger causality
(2)
message passing
(1)
high-dimensional data
(1)
neural compression
(1)
symbolic regression
(1)
semantic information
(1)
functional magnetic resonance imaging
(1)
partial differential equation
(1)
normalizing flow
(1)
benchmark dataset
(1)
data imputation
(1)
causal representation learning
(1)
scientific computing
(1)
biomedical data
(1)
data compression
(1)
out-of-distribution generalization
(1)
Papers
COGS: A Causal Representation Learning Framework for Out-of-Distribution Generalization in Time Series
AAAI 2026
A Compact Implicit Neural Representation for Efficient Storage of Massive 4D Functional Magnetic Resonance Imaging
AAAI 2025
DVI:A Derivative-based Vision Network for INR
ICML 2025
FIND: A Framework for Discovering Formulas in Data
AAAI 2025
CausalTime: Realistically Generated Time-series for Benchmarking of Causal Discovery
ICLR 2024
CUTS+: High-Dimensional Causal Discovery from Irregular Time-Series
AAAI 2024
SHoP: A Deep Learning Framework for Solving High-Order Partial Differential Equations
AAAI 2024
CUTS: Neural Causal Discovery from Irregular Time-Series Data
ICLR 2023
SCI: A Spectrum Concentrated Implicit Neural Compression for Biomedical Data
AAAI 2023