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cs.LG2026
The Last Human-Written Paper: Agent-Native Research Artifacts
Jiachen Liu, Jiaxin Pei, Jintao Huang +34
Scientific publication compresses a branching, iterative research process into a linear narrative, discarding the majority of what was discovered along the way. This compilation im…
cs.LG2026
GCFX: Generative Counterfactual Explanations for Deep Graph Models at the Model Level
Jinlong Hu, Jiacheng Liu
Deep graph learning models have demonstrated remarkable capabilities in processing graph-structured data and have been widely applied across various fields. However, their complex…