Search Results for author: Erfei Cui

Found 3 papers, 2 papers with code

Teaching MLP More Graph Information: A Three-stage Multitask Knowledge Distillation Framework

no code implementations2 Mar 2024 Junxian Li, Bin Shi, Erfei Cui, Hua Wei, Qinghua Zheng

To the best of our knowledge, it is the first work to include hidden layer distillation for student MLP on graphs and to combine graph Positional Encoding with MLP.

Knowledge Distillation

ControlLLM: Augment Language Models with Tools by Searching on Graphs

1 code implementation26 Oct 2023 Zhaoyang Liu, Zeqiang Lai, Zhangwei Gao, Erfei Cui, Ziheng Li, Xizhou Zhu, Lewei Lu, Qifeng Chen, Yu Qiao, Jifeng Dai, Wenhai Wang

We present ControlLLM, a novel framework that enables large language models (LLMs) to utilize multi-modal tools for solving complex real-world tasks.

Scheduling

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