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Gaolei He

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#artificial intelligence Preprint Oct 2026

IneqAgent: Agentic Inequality Proving in Lean with Symbolic Computation

Formal inequality proving requires mathematical reasoning and exact computation, often connected through intermediate lemmas and goal reformulations. We introduce IneqAgent, an agentic framework combining LLM reasoning with symbolic computation for inequality proving in Lean4. Lemma-level Monte Carlo Tree Search coordi...

Gao-Lei He, Jin-Hui Li, Ruo-Bing Zuo et al. · 0 citations
Conference Open access 2026

SAIR-Comb : A Structure-Aware Iterative Refinement Framework for Combinatorics Autoformalization

SAIR-Comb is proposed, a new framework for autoformalizing combinatorics powered by Lean 4 and LLMs that achieves strong performance on the specialized CombiBench while remaining highly competitive on general-domain benchmarks, including PutnamBench and ProverBench.

Weijie Jiang, Gaolei He, Beibei Xiong et al. · 0 citations

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