Guo, Jiawei
7 publications
ICLRW
2025
AutoKaggle: A Multi-Agent Framework for Autonomous Data Science Competitions
Ziming Li, Qianbo Zang, David Ma, Jiawei Guo, Tianyu Zheng, Minghao Liu, Xinyao Niu, Yue Wang, Jian Yang, Jiaheng Liu, Wanjun Zhong, Wangchunshu Zhou, Stephen Huang, Ge Zhang ICLRW
2025
CodeEditorBench: Evaluating Code Editing Capability of LLMs
Jiawei Guo, Ziming Li, Xueling Liu, Kaijing Ma, Tianyu Zheng, Zhouliang Yu, Ding Pan, Yizhi Li, Ruibo Liu, Yue Wang, Shuyue Guo, Xingwei Qu, Xiang Yue, Ge Zhang, Wenhu Chen, Jie Fu ICLRW
2025
I-SHEEP: Self-Alignment of LLM from Scratch Through an Iterative Self-Enhancement Paradigm
Yiming Liang, Xingwei Qu, Tianyu Zheng, Jiawei Guo, Xeron Du, Zhenzhu Yang, Jiaheng Liu, Chenghua Lin, Ge Zhang, Lei Ma, Stephen Huang, Jiajun Zhang