Deep Direct Reinforcement Learning for Financial Signal Representation and Trading

Yue Deng, Feng Bao, Youyong Kong, +2

IEEE Transactions on Neural Networks and Learning Systems

Artificial IntelligenceComputational FinanceEngineeringMachine LearningData Science +13

A Hierarchical Fused Fuzzy Deep Neural Network for Data Classification

Yue Deng, Zhiquan Ren, Youyong Kong, +2

IEEE Transactions on Fuzzy Systems

Artificial IntelligenceConvolutional Neural NetworkEngineeringMachine LearningAi Foundation +18

Cooperative Deep Reinforcement Learning for Large-Scale Traffic Grid Signal Control

Tian Tan, Feng Bao, Yue Deng, +3

IEEE Transactions on Cybernetics

Dif-Fusion: Toward High Color Fidelity in Infrared and Visible Image Fusion With Diffusion Models

Jun Yue, Leyuan Fang, Shaobo Xia, +2

IEEE Transactions on Image Processing

EngineeringMachine LearningMulti-image FusionColor FidelityDeblurring +16

Scalable analysis of cell-type composition from single-cell transcriptomics using deep recurrent learning

Yue Deng, Feng Bao, Qionghai Dai, +2

Nature Methods

Functional GenomicsSingle Cell SequencingScalable AnalysisMedicineNatural Sciences +13

Low-Rank Structure Learning via Nonconvex Heuristic Recovery

Yue Deng, Qionghai Dai, Risheng Liu, +2

IEEE Transactions on Neural Networks and Learning Systems

Nonconvex FrameworkLow-rank ApproximationEngineeringMachine LearningData Science +10

Discriminative Clustering and Feature Selection for Brain MRI Segmentation

Youyong Kong, Yue Deng, Qionghai Dai

IEEE Signal Processing Letters

EngineeringFeature SelectionSupervoxel AssignmentUnsupervised Machine LearningImage Analysis +18

Unsupervised content-preserving transformation for optical microscopy

Xinyang Li, Guoxun Zhang, Hui Qiao, +9

Light Science & Applications

Integrative spatial analysis of cell morphologies and transcriptional states with MUSE

Feng Bao, Yue Deng, Sen Wan, +5

Nature Biotechnology

Transcriptional RegulationCell LineageDevelopmental BiologyCell MorphologiesTranscriptional States +8

Graph Laplace for Occluded Face Completion and Recognition

Yue Deng, Qionghai Dai, Zengke Zhang

IEEE Transactions on Image Processing

Face DetectionGraph SparsityFacial Recognition SystemSparse RepresentationMachine Vision +13