作者位次 #3/5ICML 2026Poster· General Machine Learning / Representation Learning
Contrastive Symbolic Regression: Aligned Representations, Adaptive Prediction, and Diverse Ensembles
Hengzhe Zhang · Qi Chen · Bing Xue · Wolfgang Banzhaf · Mengjie Zhang
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Hengzhe Zhang · Qi Chen · Bing Xue · Wolfgang Banzhaf · Mengjie Zhang
Yuchen Li · Handing Wang · Bing Xue · Mengjie Zhang · Yaochu Jin
In the high-cost simulation-driven design domain, translating ambiguous design requirements into a mathematical optimization formulation is a bottleneck for optimizing product performance. This process is time-consuming and heavily reliant on expert knowledge. While large language models (LLMs) o...