Hao Niu
7 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Silver
๐บ๏ธ
Taxonomy Completionist
(21)
๐ฃ
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(6)
Core Methods
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Natural Language Processing
(3)
Applications
(3)
Learning Types
(3)
Data Science & Analytics
(2)
Application Areas
(2)
Architectures
(2)
Core AI
(2)
Methods
(2)
Healthcare & Medicine
(1)
Clinical
(1)
Learning Paradigms
(1)
Keywords
aspect-based sentiment analysis
(3)
graph neural network
(2)
time series
(2)
multimodal learning
(1)
graph representation
(1)
time series prediction
(1)
graph structure learning
(1)
spectral filtering
(1)
knowledge graph
(1)
physics-informed learning
(1)
treatment effect estimation
(1)
neural differential equation
(1)
spatiotemporal forecasting
(1)
pre-trained language model
(1)
treatment effect
(1)
irregular time series
(1)
hidden confounder
(1)
heterogeneous graph neural network
(1)
neural controlled differential equation
(1)
earnings call transcript
(1)
Papers
Enhancing Masked Time-Series Modeling via Dropping Patches
AAAI 2025
Linking Adaptive Structure Induction and Neuron Filtering: A Spectral Perspective for Aspect-based Sentiment Analysis
COLING 2024
Adaptive Structure Induction for Aspect-based Sentiment Analysis with Spectral Perspective
EMNLP 2023
Estimating Treatment Effects from Irregular Time Series Observations with Hidden Confounders
AAAI 2023
KeFVP: Knowledge-enhanced Financial Volatility Prediction
EMNLP 2023
Composition-based Heterogeneous Graph Multi-channel Attention Network for Multi-aspect Multi-sentiment Classification
COLING 2022
Physics-Informed Long-Sequence Forecasting From Multi-Resolution Spatiotemporal Data
IJCAI 2022