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Meng-Zhou Xia

4 papers hereh-index 3182 citations4 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.CL1
  • cs.HC1

identity via Semantic Scholar / OpenAlex

most citedGoedel-Prover: A Frontier Model for Open-Source Automated Theorem Proving

2 citations · 2 across the 4 of their papers we have counts for

collaborators

4 papers

cs.HC2026

ClassAid: A Real-time Instructor-AI-Student Orchestration System for Classroom Programming Activities

Gefei Zhang, Guodao Sun, Meng Xia +1

Generative AI is reshaping education, but it also raises concerns about instability and overreliance. In programming classrooms, we aim to leverage its feedback capabilities while…

cs.CL2025

Rethinking Mixture-of-Agents: Is Mixing Different Large Language Models Beneficial?

Wenzhe Li, Yong Lin, Mengzhou Xia +1

Ensembling outputs from diverse sources is a straightforward yet effective approach to boost performance. Mixture-of-Agents (MoA) is one such popular ensemble method that aggregate…

cs.LG2025★ 2 cited

Goedel-Prover: A Frontier Model for Open-Source Automated Theorem Proving

Yong Lin, Shange Tang, Bohan Lyu +8

We introduce Goedel-Prover, an open-source language model that achieves state-of-the-art (as of April 5 2025) performance in automated formal proof generation for mathematical prob…

cs.LG2025

PDE-Controller: LLMs for Autoformalization and Reasoning of PDEs

Mauricio Soroco, Jialin Song, Mengzhou Xia +3

While recent AI-for-math has made strides in pure mathematics, areas of applied mathematics, particularly PDEs, remain underexplored despite their significant real-world applicatio…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.