Ran Cheng (程然)
Ran Cheng (程然)
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FaPN: Feature-aligned Pyramid Network for Dense Image Prediction
Recent advancements in deep neural networks have made remarkable leap-forwards in dense image prediction. However, the issue of feature …
Shihua Huang
,
Zhichao Lu
,
Ran Cheng
,
Cheng He
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URL
Efficient Evolutionary Neural Architecture Search by Modular Inheritable Crossover
Deep neural networks are widely used in the domain of image classification, and a large number of excellent deep neural networks have …
Cheng He
,
Hao Tan
,
Shihua Huang
,
Ran Cheng
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DOI
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Adaptive Dropout for High-dimensional Expensive Multiobjective Optimization
Various works have been proposed to solve expensive multiobjective optimization problems (EMOPs) using surrogate-assisted evolutionary …
Jianqing Lin
,
Cheng He
,
Ran Cheng
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DOI
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A Multi-stage Evolutionary Algorithm for Multi-objective Optimization with Complex Constraints
Constrained multi-objective optimization problems (CMOPs) are difficult to handle because objectives and constraints need to be …
Haiping Ma
,
Haoyu Wei
,
Ye Tian
,
Ran Cheng
,
Xingyi Zhang
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DOI
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A Parallel Multi-objective Evolutionary Algorithm for Community Detection in Large-scale Complex Networks
Community detection in large-scale complex networks has recently received significant attention as the volume of available data is …
Yansen Su
,
Kefei Zhou
,
Xingyi Zhang
,
Ran Cheng
,
Chunhou Zheng
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DOI
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A Survey of Evolutionary Continuous Dynamic Optimization Over Two Decades—Part B
This article presents the second Part of a two-Part survey that reviews evolutionary dynamic optimization (EDO) for single-objective …
Danial Yazdani
,
Ran Cheng
,
Donya Yazdani
,
Jürgen Branke
,
Yaochu Jin
,
Xin Yao
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DOI
Adaptive Simulated Binary Crossover for Rotated Multi-objective Optimization
Crossover is a crucial operation for generating promising offspring solutions in evolutionary multi-objective optimization. Among …
Linqiang Pan
,
Wenting Xu
,
Lianghao Li
,
Cheng He
,
Ran Cheng
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DOI
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An Inverse Design Method for Supercritical Airfoil Based on Conditional Generative Models
Inverse design has long been an efficient and powerful design tool in the aircraft industry. In this paper, a novel inverse design …
Jing Wang
,
Runze Li
,
Cheng He
,
Haixin Chen
,
Ran Cheng
,
Chen Zhai
,
Miao Zhang
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DOI
URL
Efficient Evolutionary Search of Attention Convolutional Networks via Sampled Training and Node Inheritance
The performance of deep neural networks is heavily dependent on its architecture and various neural architecture search strategies have …
Haoyu Zhang
,
Yaochu Jin
,
Ran Cheng
,
Kuangrong Hao
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DOI
Evolutionary Multiobjective Optimization Driven by Generative Adversarial Networks (GANs)
Recently, increasing works have been proposed to drive evolutionary algorithms using machine-learning models. Usually, the performance …
Cheng He
,
Shihua Huang
,
Ran Cheng
,
Kay Chen Tan
,
Yaochu Jin
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DOI
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