Dacheng Tao

ShadowNet combines classical shadows and neural networks to enhance quantum system learning.

COLA merges contrastive and meta learning for improved node classification in limited data scenarios.

DFedADMM and DFedADMM-SAM improve model training while ensuring data privacy.

New methods improve machine translation for low-resource languages.

New indirect reasoning techniques significantly enhance language model performance in complex tasks.

A new method enhances image generation speed and quality using TCD.

A new method improves human motion generation from text descriptions for various applications.

A new framework enhances learning from pre-trained models without original data.

Learn effective methods to quantize LLMs while maintaining accuracy and performance.

Exploring Task Groupings Regularization to manage model heterogeneity.

Examining the impact and potential of quantum learning protocols in AI advancements.

A new technique exposes vulnerabilities in advanced AI systems combining images and text.

A study on how pose estimation models perform with corrupted images.

Discover how diffusion models change video editing through AI technology.

New benchmark assesses gender bias in AI models related to job roles.

A new framework enhances diffusion models' efficiency while preserving image quality.

Examining the impact of random quantum data on machine learning techniques.

Explore federated learning's approach to privacy in machine learning.

Discover how machine learning is improving quantum circuit understanding and predictions.

A new model improves AI's ability to learn without forgetting.

A new method improves code output quality from language models.

New methods improve machine learning by addressing class bias and knowledge retention.

MQM-APE enhances the quality of machine translation evaluations through advanced error analysis.

A-FedPD aligns model updates to reduce training instability in federated learning.

Introducing MG-Net, a framework to improve quantum optimization techniques through deep learning.

A new method helps AI models learn without forgetting past knowledge.

FWA improves machine learning speed and generalization through careful weight averaging.

A database to combat backdoor defects in deep learning models.

Discover how AsymRnR boosts video creation speed and quality.