Picture for Yan Sun

Yan Sun

From Basic to Extra Features: Hypergraph Transformer Pretrain-then-Finetuning for Balanced Clinical Predictions on EHR

Jun 09, 2024
Viaarxiv icon

In-context Time Series Predictor

Add code
May 23, 2024
Viaarxiv icon

WEITS: A Wavelet-enhanced residual framework for interpretable time series forecasting

May 17, 2024
Viaarxiv icon

Bi-Mamba4TS: Bidirectional Mamba for Time Series Forecasting

Apr 24, 2024
Viaarxiv icon

CATS: Enhancing Multivariate Time Series Forecasting by Constructing Auxiliary Time Series as Exogenous Variables

Add code
Mar 04, 2024
Figure 1 for CATS: Enhancing Multivariate Time Series Forecasting by Constructing Auxiliary Time Series as Exogenous Variables
Figure 2 for CATS: Enhancing Multivariate Time Series Forecasting by Constructing Auxiliary Time Series as Exogenous Variables
Figure 3 for CATS: Enhancing Multivariate Time Series Forecasting by Constructing Auxiliary Time Series as Exogenous Variables
Figure 4 for CATS: Enhancing Multivariate Time Series Forecasting by Constructing Auxiliary Time Series as Exogenous Variables
Viaarxiv icon

Recent Advances in Deterministic Human Motion Prediction: A Review

Add code
Dec 11, 2023
Viaarxiv icon

Sparse Deep Learning for Time Series Data: Theory and Applications

Oct 05, 2023
Figure 1 for Sparse Deep Learning for Time Series Data: Theory and Applications
Figure 2 for Sparse Deep Learning for Time Series Data: Theory and Applications
Figure 3 for Sparse Deep Learning for Time Series Data: Theory and Applications
Figure 4 for Sparse Deep Learning for Time Series Data: Theory and Applications
Viaarxiv icon

Which mode is better for federated learning? Centralized or Decentralized

Oct 05, 2023
Figure 1 for Which mode is better for federated learning? Centralized or Decentralized
Figure 2 for Which mode is better for federated learning? Centralized or Decentralized
Figure 3 for Which mode is better for federated learning? Centralized or Decentralized
Figure 4 for Which mode is better for federated learning? Centralized or Decentralized
Viaarxiv icon

Efficient Federated Prompt Tuning for Black-box Large Pre-trained Models

Oct 04, 2023
Figure 1 for Efficient Federated Prompt Tuning for Black-box Large Pre-trained Models
Figure 2 for Efficient Federated Prompt Tuning for Black-box Large Pre-trained Models
Figure 3 for Efficient Federated Prompt Tuning for Black-box Large Pre-trained Models
Figure 4 for Efficient Federated Prompt Tuning for Black-box Large Pre-trained Models
Viaarxiv icon

TriGait: Aligning and Fusing Skeleton and Silhouette Gait Data via a Tri-Branch Network

Add code
Aug 25, 2023
Figure 1 for TriGait: Aligning and Fusing Skeleton and Silhouette Gait Data via a Tri-Branch Network
Figure 2 for TriGait: Aligning and Fusing Skeleton and Silhouette Gait Data via a Tri-Branch Network
Figure 3 for TriGait: Aligning and Fusing Skeleton and Silhouette Gait Data via a Tri-Branch Network
Figure 4 for TriGait: Aligning and Fusing Skeleton and Silhouette Gait Data via a Tri-Branch Network
Viaarxiv icon