2 citations · 3 across the 4 of their papers we have counts for
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cs.NE2026
LESS: Lightweight Evolutionary Supernet Search in Minutes
Aviral Gandhi, Jinglue Xu, Jialong Li +1
Low-cost NAS must both explore high-performing architectures and identify them reliably, yet reducing evaluation cost often weakens the fidelity of candidate comparisons. Training-…
cs.NE2025
Large Language Models as Particle Swarm Optimizers
Yamato Shinohara, Jinglue Xu, Tianshui Li +1
Optimization problems often require domain-specific expertise to design problem-dependent methodologies. Recently, several approaches have gained attention by integrating large lan…
cs.NE2024★ 1 cited
Exploring the Improvement of Evolutionary Computation via Large Language Models
Jinyu Cai, Jinglue Xu, Jialong Li +3
Evolutionary computation (EC), as a powerful optimization algorithm, has been applied across various domains. However, as the complexity of problems increases, the limitations of E…