most citedLarge Language Model as Meta-Surrogate for Data-Driven Many-Task Optimization: A Proof-of-Principle Study

4 citations · 9 across the 4 of their papers we have counts for

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cs.NE2025★ 2 cited

Evolutionary Neural Architecture Search with Dual Contrastive Learning

Xian-Rong Zhang, Yue-Jiao Gong, Wei-Neng Chen +1

Evolutionary Neural Architecture Search (ENAS) has gained attention for automatically designing neural network architectures. Recent studies use a neural predictor to guide the pro…

cs.NE2025

Offline Multi-Task Multi-Objective Data-Driven Evolutionary Algorithm with Language Surrogate Model and Implicit Q-Learning

Xian-Rong Zhang, Yue-Jiao Gong, Zeyuan Ma +1

Data-driven evolutionary algorithms has shown surprising results in addressing expensive optimization problems through robust surrogate modeling. Though promising, existing surroga…