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Jintian Zhang · Kewei Xu · Jingsheng Zheng · Zhuoyun Yu · Yuqi Zhu · Yujie Luo · Lanning Wei · Shuofei Qiao · Lun Du · Da Zheng · Shumin Deng · Huajun Chen · Ningyu Zhang
Jingsheng Zheng · Jintian Zhang · Yujie Luo · Yuren Mao · Yunjun Gao · Lun Du · Huajun Chen · Ningyu Zhang
Autonomous machine learning agents have revolutionized scientific discovery, yet they remain constrained by a Generate-Execute-Feedback paradigm. Previous approaches suffers from a severe Execution Bottleneck, as hypothesis evaluation relies strictly on expensive physical execution. To bypass the...