Hui He
7 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (10) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(17)
π
Interdisciplinary Bridge
π
Keyword Champion
(2)
Conferences
NIPS (3)
AAAI (2)
EMNLP (1)
ICML (1)
Top co-authors
Keywords
time series forecasting
(4)
frequency domain
(2)
multivariate time series forecasting
(2)
temporal pattern
(2)
text summarization
(1)
deep learning
(1)
temporal modeling
(1)
graph embedding
(1)
natural language generation
(1)
signal processing
(1)
fourier transform
(1)
markov chain
(1)
spectral analysis
(1)
temporal dependencies
(1)
feature interaction
(1)
multivariate time series
(1)
neural architecture
(1)
cross attention
(1)
attention mechanism
(1)
transformer architecture
(1)
Papers
Circumventing Backdoor Space via Weight Symmetry
ICML 2025
Boundary Matters: Leveraging Structured Text Plots for Long Text Outline Generation
EMNLP 2025
FilterNet: Harnessing Frequency Filters for Time Series Forecasting
NIPS 2024
Frequency-domain MLPs are More Effective Learners in Time Series Forecasting
NIPS 2023
FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph Perspective
NIPS 2023
InParformer: Evolutionary Decomposition Transformers with Interactive Parallel Attention for Long-Term Time Series Forecasting
AAAI 2023
CATN: Cross Attentive Tree-Aware Network for Multivariate Time Series Forecasting
AAAI 2022