Ziqing MA
4 papers · 2022–2023 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
AAAI (1)
ICML (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
time series forecasting
(3)
anomaly detection
(1)
time series
(1)
fourier transform
(1)
frequency domain
(1)
long-term forecasting
(1)
model interpretation
(1)
multivariate forecasting
(1)
seasonal-trend decomposition
(1)
load forecasting
(1)
long range dependencies
(1)
electricity forecasting
(1)
renewable energy forecasting
(1)
legendre polynomial
(1)
representation learning
(1)
fourier projection
(1)
Papers
eForecaster: Unifying Electricity Forecasting with Robust, Flexible, and Explainable Machine Learning Algorithms
AAAI 2023
Transformers in Time Series: A Survey
IJCAI 2023
FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting
NIPS 2022
FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting
ICML 2022