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cs.CL2025
Solver-Independent Automated Problem Formulation via LLMs for High-Cost Simulation-Driven Design
Yuchen Li, Handing Wang, Bing Xue +2
In the high-cost simulation-driven design domain, translating ambiguous design requirements into a mathematical optimization formulation is a bottleneck for optimizing product perf…
cs.CL2020★ 5 cited
Evolving Character-level Convolutional Neural Networks for Text Classification
Trevor Londt, Xiaoying Gao, Bing Xue +1
Character-level convolutional neural networks (char-CNN) require no knowledge of the semantic or syntactic structure of the language they classify. This property simplifies its imp…