Siru Zhong
6 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
Top co-authors
Research topics
Keywords
time series forecasting
(3)
air quality inference
(2)
knowledge distillation
(1)
spatio-temporal modeling
(1)
deep learning
(1)
distribution shift
(1)
deep neural network
(1)
vision-language model
(1)
vision-language pre-training
(1)
vision model
(1)
satellite imagery
(1)
urban data
(1)
mask token
(1)
spatial correlation
(1)
cross-domain data
(1)
spatio-temporal graph neural network
(1)
field neural network
(1)
pyramidal inference
(1)
parameter reduction
(1)
multimodal embedding
(1)
Papers
OccamVTS: Distilling Vision Models to 1% Parameters for Time Series Forecasting
AAAI 2026
AirRadar: Inferring Nationwide Air Quality in China with Deep Neural Networks
AAAI 2025
Time-VLM: Exploring Multimodal Vision-Language Models for Augmented Time Series Forecasting
ICML 2025
UrbanVLP: Multi-Granularity Vision-Language Pretraining for Urban Socioeconomic Indicator Prediction
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