Yutong Xia
7 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (12) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(20)
π£
Hot Topic Early Bird
Conferences
AAAI (3)
IJCAI (2)
NIPS (2)
Top co-authors
Keywords
graph neural network
(3)
air quality inference
(2)
deep learning
(2)
time series forecasting
(2)
uncertainty quantification
(1)
spatio-temporal modeling
(1)
representation learning
(1)
sensor networks
(1)
graph classification
(1)
time series
(1)
distribution shift
(1)
spectral analysis
(1)
latent variable model
(1)
latent variable
(1)
urban datum
(1)
deep neural network
(1)
air quality prediction
(1)
mask token
(1)
spatial correlation
(1)
self-attention mechanism
(1)
Papers
Through the Dual-Prism: A Spectral Perspective on Graph Data Augmentation for Graph Classifications
AAAI 2025
AirRadar: Inferring Nationwide Air Quality in China with Deep Neural Networks
AAAI 2025
Predicting Carpark Availability in Singapore with Cross-Domain Data: A New Dataset and A Data-Driven Approach
IJCAI 2024
Spatio-Temporal Field Neural Networks for Air Quality Inference
IJCAI 2024
AirFormer: Predicting Nationwide Air Quality in China with Transformers
AAAI 2023
Deciphering Spatio-Temporal Graph Forecasting: A Causal Lens and Treatment
NIPS 2023
LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting
NIPS 2023