How LLM Saved Me from Struggling with Experiment Reproduction: LEO Networking as A Case Study
Year: 2025
Type: conference-paper
Abstract: Reproducing network experiments is critical to advancing the research in computer networks. However, in reality many researchers often struggle with experiment reproduction: not only because reading, understanding, and debugging prior work is time-consuming and labor-intensive, but also because not all papers publicly release their code, thereby forcing subsequent researchers to re-implement experiments from scratch.
Authors: Yibo Wang, Yunan Hou, Zeqi Lai, Hewu Li, Qian Wu, Jun Liu, Yuanjie Li, Xin Xie, Zhifeng Han
Institution: Tsinghua University
Language: English
Subfield: Information Systems and Management
Field: Decision Sciences
Domain: Social Sciences
Open Access status: gold
Funder: Universitas Brawijaya
Award: G5212336522
OpenAlex ID: W4413311702