Papers by Dapeng Jiang
Marrying LLMs with Dynamic Forecasting: A Graph Mixture-of-expert Perspective (2025.findings-naacl)
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| Challenge: | Recent data-driven approaches often use graph neural networks (GNNs) to learn relationships in dynamical systems. |
| Approach: | They propose a framework which leverages large language models to enhance generalization capabilities of dynamical system modeling. |
| Outcome: | The proposed framework improves on existing methods and compares to baselines. |