Hao Niu
7 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (21) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (2)
COLING (2)
EMNLP (2)
IJCAI (1)
Top co-authors
Keywords
aspect-based sentiment analysis
(3)
graph neural network
(2)
time series
(2)
multimodal learning
(1)
multi-modal 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)
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
Estimating Treatment Effects from Irregular Time Series Observations with Hidden Confounders
AAAI 2023
Adaptive Structure Induction for Aspect-based Sentiment Analysis with Spectral Perspective
EMNLP 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