Interpretable deep learning: interpretation, interpretability, trustworthiness, and beyond

Xuhong Li, Haoyi Xiong, Xingjian Li, +5

Knowledge and Information Systems

EngineeringMachine LearningData ScienceInterpretable Deep LearningModel Interpretability +4

Adaptive Consistency Regularization for Semi-Supervised Transfer Learning

Abulikemu Abuduweili, Xingjian Li, Humphrey Shi, +2

Natural Language ProcessingArtificial IntelligenceEngineeringMachine LearningData Science +13

DELTA: DEep Learning Transfer using Feature Map with Attention for Convolutional Networks

Xingjian Li, Haoyi Xiong, Hanchao Wang, +4

arXiv (Cornell University)

Few-shot LearningConvolutional Neural NetworkPre-trainingEngineeringMachine Learning +13

Antidote or Trojan horse for submerged macrophytes: Role of microplastics in copper toxicity in aquatic environments

Jingzhe Zhou, Xiaoning Liu, Hong Jiang, +3

Water Research

MicroplasticsEngineeringEnvironmental EngineeringCopper ToxicityToxicology +6

Pay Attention to Features, Transfer Learn faster CNNs

Kafeng Wang, Xitong Gao, Yiren Zhao, +3

International Conference on Learning Representations

Convolutional Neural NetworkEngineeringMachine LearningStanford Dogs 120Pre-training +14

Temporal Relational Modeling with Self-Supervision for Action Segmentation

Dong Wang, Di Hu, Xingjian Li, +1

Proceedings of the AAAI Conference on Artificial Intelligence

Artificial IntelligenceEngineeringMachine LearningVideo SummarizationIntelligent Systems +17

Trustworthy federated learning: privacy, security, and beyond

Chunlu Chen, Ji Liu, Haowen Tan, +5

Knowledge and Information Systems

Biprominer: Automatic Mining of Binary Protocol Features

Yipeng Wang, Xingjian Li, Jiao Meng, +3

EngineeringInformation SecurityProtocol SpecificationsInformation ForensicsCryptographic Protocol +20

A Neural Network Approach for High-Dimensional Optimal Control Applied to Multiagent Path Finding

Derek Onken, Levon Nurbekyan, Xingjian Li, +3

IEEE Transactions on Control Systems Technology

Floating-point mixed-radix FFT core generation for FPGA and comparison with GPU and CPU

Bo Duan, Wendi Wang, Xingjian Li, +3

Hardware SecurityGpu ArchitectureEngineeringHardware AccelerationGpu Benchmarking +11