A Many-Objective Evolutionary Algorithm With Two Interacting Processes: Cascade Clustering and Reference Point Incremental Learning

Hongwei Ge, Mingde Zhao, Liang Sun, +4

IEEE Transactions on Evolutionary Computation

Artificial IntelligenceIncremental LearningEngineeringMachine LearningCascade Style +15

Is Heterophily A Real Nightmare For Graph Neural Networks To Do Node Classification?

Sitao Luan, Chenqing Hua, Qincheng Lu, +5

arXiv (Cornell University)

Geometric LearningEngineeringMachine LearningNetwork AnalysisGraph Signal Processing +14

Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks

Sitao Luan, Mingde Zhao, Xiao-Wen Chang, +1

arXiv (Cornell University)

Geometric LearningConvolutional Neural NetworkGraph Neural NetworkEngineeringGraph Theory +10

Bi-space Interactive Cooperative Coevolutionary algorithm for large scale black-box optimization

Hongwei Ge, Mingde Zhao, Yaqing Hou, +5

Applied Soft Computing

Mathematical ProgrammingArtificial IntelligenceLarge-scale Global OptimizationEngineeringMachine Learning +6

Clothes-Changing Person Re-Identification via Universal Framework With Association and Forgetting Learning

Yuxuan Liu, Hongwei Ge, Zhen Wang, +2

IEEE Transactions on Multimedia

Stacked Denoising Extreme Learning Machine Autoencoder Based on Graph Embedding for Feature Representation

Hongwei Ge, Weiting Sun, Mingde Zhao, +1

IEEE Access

Geometric LearningGraph Representation LearningMachine LearningEngineeringAutoencoders +15

Exploring Overall Contextual Information for Image Captioning in Human-Like Cognitive Style

Hongwei Ge, Zehang Yan, Kai Zhang, +2

EngineeringMachine LearningCognitionPsycholinguisticsAttention +16

Complete the Missing Half: Augmenting Aggregation Filtering with Diversification for Graph Convolutional Networks

Sitao Luan, Mingde Zhao, Chenqing Hua, +2

arXiv (Cornell University)

Geometric LearningGraph SparsityGraph Representation LearningMachine LearningEngineering +17

Discriminative Identity-Feature Exploring and Differential Aware Learning for Unsupervised Person Re-Identification

Yuxuan Liu, Hongwei Ge, Zhen Wang, +2

IEEE Transactions on Multimedia

A Consciousness-Inspired Planning Agent for Model-Based Reinforcement Learning

Mingde Zhao, Zhen Liu, Sitao Luan, +3

arXiv (Cornell University)

Artificial IntelligenceEngineeringMachine LearningAgent Decision-makingAutonomous Agent System +17