一项研究系统评估LLM在创新想法生成中的能力与局限，为AI辅助研发提供实证参考。
arXiv:2607.27553v1 Announce Type: cross Abstract: This research evaluates the efficacy of large language models (LLMs) in generating new product ideas…
LLM研究想法生成新方法：预算子集细化让创意更易落地执行
arXiv:2607.14118v1 Announce Type: new Abstract: Large language models (LLMs) can generate research ideas that appear novel to expert reviewers, but re…
利用引文演化图作为监督信号，突破静态检索局限，让大模型生成更具创新性的研究想法。
arXiv:2605.14790v1 Announce Type: cross Abstract: Research idea generation is the innovation-driving step of automated scientific research. Recently, …