Linxiao Yang
7 papers · 2019–2025 · 4 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 Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(16)
π£
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
representation learning
(3)
time series forecasting
(2)
online learning
(1)
anomaly detection
(1)
feature selection
(1)
self-supervised learning
(1)
interpretable machine learning
(1)
deep clustering
(1)
graph embedding
(1)
neural network model
(1)
gaussian mixture model
(1)
variational autoencoder
(1)
latent space
(1)
generative adversarial network
(1)
downstream task
(1)
interpretable model
(1)
time series imputation
(1)
disjunctive normal form
(1)
functional decomposition
(1)
mode collapse
(1)
Papers
A Non-isotropic Time Series Diffusion Model with Moving Average Transitions
ICML 2025
Learning to Extrapolate and Adjust: Two-Stage Meta-Learning for Concept Drift in Online Time Series Forecasting
IJCAI 2025
Explain Temporal Black-Box Models via Functional Decomposition
ICML 2024
Task-oriented Time Series Imputation Evaluation via Generalized Representers
NeurIPS 2024
Learning Interpretable Decision Rule Sets: A Submodular Optimization Approach
NeurIPS 2021
Deep Clustering by Gaussian Mixture Variational Autoencoders With Graph Embedding
ICCV 2019
Self-supervised GAN: Analysis and Improvement with Multi-class Minimax Game
NeurIPS 2019