17 citations · 43 across the 7 of their papers we have counts for
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cs.LG2024★ 7 cited
DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning
Siyuan Guo, Cheng Deng, Ying Wen +3
In this work, we investigate the potential of large language models (LLMs) based agents to automate data science tasks, with the goal of comprehending task requirements, then build…
cs.LG2023★ 2 cited
FMGNN: Fused Manifold Graph Neural Network
Cheng Deng, Fan Xu, Jiaxing Ding +3
Graph representation learning has been widely studied and demonstrated effectiveness in various graph tasks. Most existing works embed graph data in the Euclidean space, while rece…