Picture for Yuxuan Liang

Yuxuan Liang

REFOL: Resource-Efficient Federated Online Learning for Traffic Flow Forecasting

Add code
Nov 21, 2024
Viaarxiv icon

Cross Space and Time: A Spatio-Temporal Unitized Model for Traffic Flow Forecasting

Add code
Nov 14, 2024
Figure 1 for Cross Space and Time: A Spatio-Temporal Unitized Model for Traffic Flow Forecasting
Figure 2 for Cross Space and Time: A Spatio-Temporal Unitized Model for Traffic Flow Forecasting
Figure 3 for Cross Space and Time: A Spatio-Temporal Unitized Model for Traffic Flow Forecasting
Figure 4 for Cross Space and Time: A Spatio-Temporal Unitized Model for Traffic Flow Forecasting
Viaarxiv icon

UniTraj: Universal Human Trajectory Modeling from Billion-Scale Worldwide Traces

Add code
Nov 06, 2024
Viaarxiv icon

Air Quality Prediction with Physics-Informed Dual Neural ODEs in Open Systems

Add code
Oct 25, 2024
Figure 1 for Air Quality Prediction with Physics-Informed Dual Neural ODEs in Open Systems
Figure 2 for Air Quality Prediction with Physics-Informed Dual Neural ODEs in Open Systems
Figure 3 for Air Quality Prediction with Physics-Informed Dual Neural ODEs in Open Systems
Figure 4 for Air Quality Prediction with Physics-Informed Dual Neural ODEs in Open Systems
Viaarxiv icon

GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning

Add code
Oct 17, 2024
Figure 1 for GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning
Figure 2 for GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning
Figure 3 for GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning
Figure 4 for GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning
Viaarxiv icon

Expand and Compress: Exploring Tuning Principles for Continual Spatio-Temporal Graph Forecasting

Add code
Oct 16, 2024
Figure 1 for Expand and Compress: Exploring Tuning Principles for Continual Spatio-Temporal Graph Forecasting
Figure 2 for Expand and Compress: Exploring Tuning Principles for Continual Spatio-Temporal Graph Forecasting
Figure 3 for Expand and Compress: Exploring Tuning Principles for Continual Spatio-Temporal Graph Forecasting
Figure 4 for Expand and Compress: Exploring Tuning Principles for Continual Spatio-Temporal Graph Forecasting
Viaarxiv icon

Towards Neural Scaling Laws for Time Series Foundation Models

Add code
Oct 16, 2024
Figure 1 for Towards Neural Scaling Laws for Time Series Foundation Models
Figure 2 for Towards Neural Scaling Laws for Time Series Foundation Models
Figure 3 for Towards Neural Scaling Laws for Time Series Foundation Models
Figure 4 for Towards Neural Scaling Laws for Time Series Foundation Models
Viaarxiv icon

Moirai-MoE: Empowering Time Series Foundation Models with Sparse Mixture of Experts

Add code
Oct 14, 2024
Figure 1 for Moirai-MoE: Empowering Time Series Foundation Models with Sparse Mixture of Experts
Figure 2 for Moirai-MoE: Empowering Time Series Foundation Models with Sparse Mixture of Experts
Figure 3 for Moirai-MoE: Empowering Time Series Foundation Models with Sparse Mixture of Experts
Figure 4 for Moirai-MoE: Empowering Time Series Foundation Models with Sparse Mixture of Experts
Viaarxiv icon

Toward Physics-guided Time Series Embedding

Add code
Oct 09, 2024
Figure 1 for Toward Physics-guided Time Series Embedding
Figure 2 for Toward Physics-guided Time Series Embedding
Figure 3 for Toward Physics-guided Time Series Embedding
Figure 4 for Toward Physics-guided Time Series Embedding
Viaarxiv icon

Mind Scramble: Unveiling Large Language Model Psychology Via Typoglycemia

Add code
Oct 02, 2024
Figure 1 for Mind Scramble: Unveiling Large Language Model Psychology Via Typoglycemia
Figure 2 for Mind Scramble: Unveiling Large Language Model Psychology Via Typoglycemia
Figure 3 for Mind Scramble: Unveiling Large Language Model Psychology Via Typoglycemia
Figure 4 for Mind Scramble: Unveiling Large Language Model Psychology Via Typoglycemia
Viaarxiv icon