Hui He
8 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (21) 🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer
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Unstoppable · Bronze
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Keyword Collector
(54)
Venues
Top co-authors
Research topics
Data Science & Analytics
(5)
Methods
(5)
Deep Learning
(4)
Machine Learning
(4)
Artificial Intelligence
(3)
Architectures
(3)
Core AI
(3)
Core Methods
(3)
Learning Types · Deep Learning
(3)
Learning Types · Machine Learning
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Application Areas
(1)
Generation · Computer Vision
(1)
Generation · Natural Language Processing
(1)
Keywords
time series forecasting
(4)
frequency domain
(2)
temporal pattern
(2)
multivariate time series forecasting
(2)
natural language generation
(1)
text summarization
(1)
temporal modeling
(1)
signal processing
(1)
attention mechanism
(1)
graph embedding
(1)
neural architecture
(1)
fourier transform
(1)
markov chain
(1)
spectral analysis
(1)
multivariate time series
(1)
temporal dependencies
(1)
feature interaction
(1)
backdoor attack
(1)
deep learning
(1)
self-supervised learning
(1)
Papers
SVBench: Evaluation of Video Generation Models on Social Reasoning
CVPR 2026
Boundary Matters: Leveraging Structured Text Plots for Long Text Outline Generation
EMNLP 2025
Circumventing Backdoor Space via Weight Symmetry
ICML 2025
FilterNet: Harnessing Frequency Filters for Time Series Forecasting
NeurIPS 2024
FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph Perspective
NeurIPS 2023
Frequency-domain MLPs are More Effective Learners in Time Series Forecasting
NeurIPS 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