2 papers
cs.NE2025
LLM4CMO: Large Language Model-aided Algorithm Design for Constrained Multiobjective Optimization
Zhen-Song Chen, Hong-Wei Ding, Xian-Jia Wang +1
Constrained multi-objective optimization problems (CMOPs) frequently arise in real-world applications where multiple conflicting objectives must be optimized under complex constrai…
cs.CL2025
ZeroLM: Data-Free Transformer Architecture Search for Language Models
Zhen-Song Chen, Hong-Wei Ding, Xian-Jia Wang +1
Neural architecture search (NAS) provides a systematic framework for automating the design of neural network architectures, yet its widespread adoption is hindered by prohibitive c…