Linxiao Yang
7 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (6) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14)
π
Cross-Pollinator
(15)
Conferences
NIPS (3)
ICML (2)
ICCV (1)
IJCAI (1)
Top co-authors
Keywords
representation learning
(3)
concept drift
(1)
online learning
(1)
feature selection
(1)
self-supervised learning
(1)
interpretable machine learning
(1)
deep clustering
(1)
graph embedding
(1)
time series forecasting
(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)
mode collapse
(1)
decision rule
(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
Task-oriented Time Series Imputation Evaluation via Generalized Representers
NIPS 2024
Explain Temporal Black-Box Models via Functional Decomposition
ICML 2024
Learning Interpretable Decision Rule Sets: A Submodular Optimization Approach
NIPS 2021
Deep Clustering by Gaussian Mixture Variational Autoencoders With Graph Embedding
ICCV 2019
Self-supervised GAN: Analysis and Improvement with Multi-class Minimax Game
NIPS 2019