GitHub

Beyond Chain-of-Thought, Effective Graph-of-Thought Reasoning in Large Language Models

We propose Graph-of-Thought (GoT) reasoning, which models human thought processes not only as a chain but also as a graph. By representing thought units as nodes and connections between them as edges, ...
GitHub

Multi-instance learning of graph neural networks for aqueous pKa prediction

@article{xiong2021multi, title={Multi-instance learning of graph neural networks for aqueous pKa prediction}, author={Xiong, Jiacheng and Zhaojun Li and Guangchao Wang and Zunyun Fu and Feisheng Zhong ...
IEEE

Inverse Quadratic Transform for Minimizing A Sum of Ratios

Abstract: A major challenge with the multi-ratio Fractional Program (FP) is that the existing methods for the maximization problem typically do not work for the minimization case. We propose a novel ...