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

Transfer learning in computer vision tasks: Remember where you come from

Xuhong Li, Yves Grandvalet, Franck Davoine, +6

Image and Vision Computing

Cognitive ScienceImage AnalysisMachine LearningMachine VisionEngineering +8

Multi-purpose RNA language modelling with motif-aware pretraining and type-guided fine-tuning

Ning Wang, Yuchen Li, Xuhong Li, +3

Nature Machine Intelligence

Llm Fine-tuningEngineeringGeneticsMolecular BiologyTranscriptomics Technology +23

A baseline regularization scheme for transfer learning with convolutional neural networks

Xuhong Li, Yves Grandvalet, Franck Davoine

Pattern Recognition

Convolutional Neural NetworkEngineeringMachine LearningFeature LearningPattern Recognition +8

When Search Engine Services Meet Large Language Models: Visions and Challenges

Haoyi Xiong, Yuchen Li, Xuhong Li, +4

IEEE Transactions on Services Computing

<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si1.svg"><mml:mi mathvariant="script">G</mml:mi></mml:math>-LIME: Statistical learning for local interpretations of deep neural networks using global priors

Xuhong Li, Haoyi Xiong, Xingjian Li, +5

Artificial Intelligence

Artificial IntelligenceMath XmlnsDeep Neural NetworksEngineeringMachine Learning +9

Interpretable Deep Learning: Interpretation, Interpretability, Trustworthiness, and Beyond

Xuhong Li, Haoyi Xiong, Xingjian Li, +5

arXiv (Cornell University)

The application of data encryption technology in computer network communication security

Lina Gong, Li Zhang, Wei Zhang, +3

AIP conference proceedings

<b>P²ANet</b>: A Large-Scale Benchmark for Dense Action Detection from Table Tennis Match Broadcasting Videos

Jiang Bian, Xuhong Li, Tao Wang, +7

ACM Transactions on Multimedia Computing Communications and Applications

A document classification and extraction system with learning ability

Xuhong Li, Peter A. Ng

Document Image ProcessingEngineeringStructural Pattern RecognitionLogical ClosenessDocument Image Analysis +20