Search Results for author: Kaiqiao Han

Found 3 papers, 2 papers with code

BrainODE: Dynamic Brain Signal Analysis via Graph-Aided Neural Ordinary Differential Equations

no code implementations30 Apr 2024 Kaiqiao Han, Yi Yang, Zijie Huang, Xuan Kan, Yang Yang, Ying Guo, Lifang He, Liang Zhan, Yizhou Sun, Wei Wang, Carl Yang

Brain network analysis is vital for understanding the neural interactions regarding brain structures and functions, and identifying potential biomarkers for clinical phenotypes.

Irregular Time Series Time Series

Can GNN be Good Adapter for LLMs?

2 code implementations20 Feb 2024 Xuanwen Huang, Kaiqiao Han, Yang Yang, Dezheng Bao, Quanjin Tao, Ziwei Chai, Qi Zhu

In terms of efficiency, the GNN adapter introduces only a few trainable parameters and can be trained with low computation costs.

Node Classification Recommendation Systems +2

GraphLLM: Boosting Graph Reasoning Ability of Large Language Model

1 code implementation9 Oct 2023 Ziwei Chai, Tianjie Zhang, Liang Wu, Kaiqiao Han, Xiaohai Hu, Xuanwen Huang, Yang Yang

This synergy equips LLMs with the ability to proficiently interpret and reason on graph data, harnessing the superior expressive power of graph learning models.

Graph Learning Language Modelling +1

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