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NeurIPS 2026U Kent, University of CambridgeU OxfordHalmstadNANYANG TECHNOLOGICAL UNIVERSITYDeep learning theory

Memorization Is Folding: Topological Signatures of Noisy-Label Learning

Zhongtian Sun, Fan Mo, Prayag Tiwari, KELIN XIA

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026OralThe Chinese University of Hong KSenseTime ResearchSensetimeUCLA | Tencent HunyuanUniversiti MalayaMultimodal reasoning

GeoSym127K: Scalable Symbolically-verifiable Synthesis for Multimodal Geometric Reasoning

GeoSym Engine automates symbolically-verifiable geometric reasoning data synthesis, and models trained on GeoSym127K achieve large gains on diagram-dependent geometry benchmarks.

Jinhao Jing, Zheng Ma, Jinwei Liang, Qiannian Zhao and 8 more

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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