Xiaoqun Zhang

1. Large Language Models as Surrogate Models in Evolutionary Algorithms: A Preliminary Study
   2024/06/15 by Hao Hao, Xiaoqun Zhang, Hao, Hao +3 · 5 citations
   Computer Science · #Evolutionary Algorithms and Applications #Metaheuristic Optimization Algorithms Research #Multi-Agent Systems and Negotiation
2. Limiting Over-Smoothing and Over-Squashing of Graph Message Passing by Deep Scattering Transforms
   2024/07/09 by Yuanhong Jiang, Dongmian Zou, Jiang, Yuanhong +5 · 2 citations
   Social Sciences · #Advanced Computing and Algorithms #FOS: Mathematics #Spectral Theory (math.SP)
3. NF-ULA: Langevin Monte Carlo with Normalizing Flow Prior for Imaging Inverse Problems
   2023/04/17 by Ziruo Cai, Cai, Ziruo, Junqi Tang +9 · 1 citation
   Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Generative Adversarial Networks and Image Synthesis #Machine Learning (stat.ML) #Medical Image Segmentation Techniques #Numerical Analysis (math.NA) #Sparse and Compressive Sensing Techniques
4. Robust Graph Representation Learning for Local Corruption Recovery
   2022/02/10 by Bingxin Zhou, Zhou, Bingxin, Yuan‐Hong Jiang +11 · 1 citation
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. A First Look at Kolmogorov-Arnold Networks in Surrogate-assisted Evolutionary Algorithms
   2024/05/26 by Hao Hao, Hao, Hao, Xiaoqun Zhang +5 · 1 citation
   Computer Science · #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Metaheuristic Optimization Algorithms Research #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)
6. Un-evaluated Solutions May Be Valuable in Expensive Optimization
   2024/12/05 by Hao Hao, Hao, Hao, Xiaoqun Zhang +3 · 1 citation
   Computer Science · #Advanced Multi-Objective Optimization Algorithms #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Metaheuristic Optimization Algorithms Research #Neural and Evolutionary Computing (cs.NE)