Zhongwen Rao
5 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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transformer architecture
(1)
zero-shot learning
(1)
self-attention mechanism
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domain generalization
(1)
time series anomaly detection
(1)
pretraining
(1)
time series forecasting
(1)
neural ordinary differential equation
(1)
air quality prediction
(1)
lightweight model
(1)
long-term forecasting
(1)
zero-shot setting
(1)
positional embedding
(1)
physics-guided learning
(1)
semi-autoregressive decoder
(1)
spatiotemporal dependency
(1)
open system
(1)
adversarial decoder
(1)
adaptive bottleneck
(1)
zero-shot
(1)
Papers
Air Quality Prediction with Physics-Guided Dual Neural ODEs in Open Systems
ICLR 2025
LightGTS: A Lightweight General Time Series Forecasting Model
ICML 2025
Towards a General Time Series Anomaly Detector with Adaptive Bottlenecks and Dual Adversarial Decoders
ICLR 2025
Towards a General Time Series Forecasting Model with Unified Representation and Adaptive Transfer
ICML 2025
SMARTformer: Semi-Autoregressive Transformer with Efficient Integrated Window Attention for Long Time Series Forecasting
IJCAI 2023