Yanru Sun
4 papers · 2025–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(10)
Top co-authors
Research topics
Data Science & Analytics
(3)
Machine Learning
(3)
Methods · Data Science & Analytics
(3)
Deep Learning
(2)
Artificial Intelligence
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Architectures
(1)
Core AI
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Methods · Reinforcement Learning
(1)
Optimization & Theory
(1)
Keywords
time series forecasting
(2)
feature learning
(1)
hierarchical classification
(1)
uncertainty quantification
(1)
attention mechanism
(1)
variance
(1)
cross-entropy loss
(1)
evidence theory
(1)
multivariate time series forecasting
(1)
channel independence
(1)
signed graph
(1)
multi-granularity feature
(1)
large language model
(1)
spectral entropy
(1)
cross-domain pre-training
(1)
spatial-temporal dependencies
(1)
channel dependence
(1)
autoregressive forecasting
(1)
correlation
(1)
mean
(1)
Papers
SEED: Spectral Entropy-Guided Evaluation of Spatial-Temporal Dependencies for Multivariate Time Series Forecasting
AAAI 2026
Hierarchical Classification Auxiliary Network for Time Series Forecasting
AAAI 2025
LangTime: A Language-Guided Unified Model for Time Series Forecasting with Proximal Policy Optimization
ICML 2025
Patch-wise Structural Loss for Time Series Forecasting
ICML 2025