Skip to content

Commit 752270e

Browse files
duyifanictduyifanict
committed
chore: 🤖 update readme for HimNet
1 parent c31d213 commit 752270e

2 files changed

Lines changed: 6 additions & 4 deletions

File tree

‎README.md‎

Lines changed: 3 additions & 2 deletions
Original file line numberDiff line numberDiff line change
@@ -123,8 +123,9 @@ MOIRAI (inference) | Unified Training of Universal Time Series Forecasting Trans
123123
124124
| 📊Baseline | 📝Title | 📄Paper | 💻Code | 🏛Venue | 🎯Task |
125125
| :--------- | :------------------------------------------------------------------------------------------------------------------- | :--------------------------------------------------- | :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | :---------- | :----- |
126-
| STDN | Spatiotemporal-aware Trend-Seasonality Decomposition Network for Traffic Flow Forecasting | [Link](https://ojs.aaai.org/index.php/AAAI/article/view/33247) | [Link](https://github.com/roarer008/STDN) | AAAI'25 | STF |
127-
| STPGNN | Spatio-Temporal Pivotal Graph Neural Networks for Traffic Flow Forecasting | [Link](https://ojs.aaai.org/index.php/AAAI/article/view/28707) | [Link](https://github.com/Kongwy5689/STPGNN?tab=readme-ov-file) | AAAI'24 | STF |
126+
| STDN | Spatiotemporal-aware Trend-Seasonality Decomposition Network for Traffic Flow Forecasting | [Link](https://ojs.aaai.org/index.php/AAAI/article/view/33247) | [Link](https://github.com/roarer008/STDN) | AAAI'25 | STF |
127+
| HimNet | Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting | [Link](https://arxiv.org/abs/2405.10800) | [Link](https://github.com/XDZhelheim/HimNet) | SIGKDD'24 | STF |
128+
| STPGNN | Spatio-Temporal Pivotal Graph Neural Networks for Traffic Flow Forecasting | [Link](https://ojs.aaai.org/index.php/AAAI/article/view/28707) | [Link](https://github.com/Kongwy5689/STPGNN?tab=readme-ov-file) | AAAI'24 | STF |
128129
| BigST | Linear Complexity Spatio-Temporal Graph Neural Network for Traffic Forecasting on Large-Scale Road Networks | [Link](https://dl.acm.org/doi/10.14778/3641204.3641217) | [Link](https://github.com/usail-hkust/BigST?tab=readme-ov-file) | VLDB'24 | STF |
129130
| STDMAE | Spatio-Temporal-Decoupled Masked Pre-training for Traffic Forecasting | [Link](https://arxiv.org/abs/2312.00516) | [Link](https://github.com/Jimmy-7664/STD-MAE) | IJCAI'24 | STF |
130131
| STWave | When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks | [Link](https://ieeexplore.ieee.org/document/10184591) | [Link](https://github.com/LMissher/STWave) | ICDE'23 | STF |

‎README_CN.md‎

Lines changed: 3 additions & 2 deletions
Original file line numberDiff line numberDiff line change
@@ -125,8 +125,9 @@ MOIRAI (inference) | Unified Training of Universal Time Series Forecasting Trans
125125
126126
| 📊Baseline | 📝Title | 📄Paper | 💻Code | 🏛Venue | 🎯Task |
127127
| :--------- | :------------------------------------------------------------------------------------------------------------------- | :--------------------------------------------------- | :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | :---------- | :----- |
128-
| STDN | Spatiotemporal-aware Trend-Seasonality Decomposition Network for Traffic Flow Forecasting | [Link](https://ojs.aaai.org/index.php/AAAI/article/view/33247) | [Link](https://github.com/roarer008/STDN) | AAAI'25 | STF |
129-
| STPGNN | Spatio-Temporal Pivotal Graph Neural Networks for Traffic Flow Forecasting | [Link](https://ojs.aaai.org/index.php/AAAI/article/view/28707) | [Link](https://github.com/Kongwy5689/STPGNN?tab=readme-ov-file) | AAAI'24 | STF |
128+
| STDN | Spatiotemporal-aware Trend-Seasonality Decomposition Network for Traffic Flow Forecasting | [Link](https://ojs.aaai.org/index.php/AAAI/article/view/33247) | [Link](https://github.com/roarer008/STDN) | AAAI'25 | STF |
129+
| HimNet | Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting | [Link](https://arxiv.org/abs/2405.10800) | [Link](https://github.com/XDZhelheim/HimNet) | SIGKDD'24 | STF |
130+
| STPGNN | Spatio-Temporal Pivotal Graph Neural Networks for Traffic Flow Forecasting | [Link](https://ojs.aaai.org/index.php/AAAI/article/view/28707) | [Link](https://github.com/Kongwy5689/STPGNN?tab=readme-ov-file) | AAAI'24 | STF |
130131
| BigST | Linear Complexity Spatio-Temporal Graph Neural Network for Traffic Forecasting on Large-Scale Road Networks | [Link](https://dl.acm.org/doi/10.14778/3641204.3641217) | [Link](https://github.com/usail-hkust/BigST?tab=readme-ov-file) | VLDB'24 | STF |
131132
| STDMAE | Spatio-Temporal-Decoupled Masked Pre-training for Traffic Forecasting | [Link](https://arxiv.org/abs/2312.00516) | [Link](https://github.com/Jimmy-7664/STD-MAE) | IJCAI'24 | STF |
132133
| STWave | When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks | [Link](https://ieeexplore.ieee.org/document/10184591) | [Link](https://github.com/LMissher/STWave) | ICDE'23 | STF |

0 commit comments

Comments
 (0)