Search Results for author: Guojia Wan

Found 2 papers, 1 papers with code

Improving Complex Reasoning over Knowledge Graph with Logic-Aware Curriculum Tuning

no code implementations2 May 2024 Tianle Xia, Liang Ding, Guojia Wan, Yibing Zhan, Bo Du, DaCheng Tao

In this paper, we propose a complex logical reasoning schema over knowledge graphs upon large language models (LLMs), containing a curriculum-based logical-aware instruction tuning framework, named LACT.

Knowledge Graphs Logical Reasoning +2

Joint Learning Neuronal Skeleton and Brain Circuit Topology with Permutation Invariant Encoders for Neuron Classification

1 code implementation22 Dec 2023 Minghui Liao, Guojia Wan, Bo Du

Skeleton Encoder integrates the local information of neurons in a bottom-up manner, with a one-dimensional convolution in neural skeleton's point data; Connectome Encoder uses a graph neural network to capture the topological information of neural circuit; finally, Readout Layer fuses the above two information and outputs classification results.

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