@article{fromsoliloquytoagoramemoryenhancedllmage, title = {From Soliloquy to Agora: Memory-Enhanced LLM Agents with Decentralized Debate for Optimization Modeling}, author = {Jianghao Lin and Zi Ling and Chenyu Zhou and Tianyi Xu and Ruoqing Jiang and Zizhuo Wang and Dongdong Ge}, year = {2026}, eprint = {2604.25847}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.25847}, }