Author

Xiaoyu Wu

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Jul 2026

Library Reachability in LSR-Synth: How Anti-Memorization Design Changes the Measurement of Symbolic Discovery

Most current tasks remain suitable for evaluating the fitting and recombination of previously unseen expressions, but are insufficient on their own to identify contributions from priors beyond a fixed search space.

Zhan'ao Yao, Liang Yin, Zhi-Hao Gao et al. · arXiv.org · 0 citations

Jul 2026

S1-Omni: A Unified Multimodal Reasoning Model for Scientific Understanding, Prediction, and Generation

S1-Omni is trained on S1-Omni-Corpus, which covers 200 scientific tasks and contains millions of reasoning samples, and is evaluated on over 60 scientific benchmarks, providing a practical path toward unified scientific modeling.

Jiahao Zhao, Junyi Liu, Lifeng Xu et al. · arXiv.org · 0 citations