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Yafeng Sun

affiliation not provided to SSRN

SCHOLARLY PAPERS

6

DOWNLOADS

246

TOTAL CITATIONS

1

Scholarly Papers (6)

1.

Reusable Generator Data-Free Knowledge Distillation with Hard Loss Simulation for Image Classification

Number of pages: 17 Posted: 24 Jun 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 60 (961,006)
Citation 1

Abstract:

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data-free, knowledge distillation, generator, adversarial example attack, image classification

2.

Bsr: Balanced Sample Repository for Knowledge Distillation in Data-Free Image Classification Scenario

Number of pages: 17 Posted: 10 Dec 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 48 (1,086,013)

Abstract:

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data-free knowledge distillation, Image Classification, roulette algorithm, local outlier factor, pseudo-supervised

3.

Window Method: A Plug-in-Style Large-Scale Handling Technique for Evolutionary Algorithm

Number of pages: 24 Posted: 07 Jan 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Huazhong University of Science and Technology
Downloads 43 (1,145,425)

Abstract:

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large-scale optimization, evolutionary algorithm, window method, neural network, network pruning

4.

Todo: Task Offloading Decision Optimizer for the Efficient Provision of Offloading Schemes

Number of pages: 12 Posted: 20 Sep 2023
Shilin Chen, Xingwang Wang and Yafeng Sun
affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 37 (1,222,651)

Abstract:

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Deep learning, Reinforcement learning, Offloading, Load balancing, Edge computing.

5.

Concept Mask-Aware Pruning and Augmentation for Few Sample

Number of pages: 11 Posted: 22 Oct 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 33 (1,277,121)

Abstract:

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few sample, Knowledge Distillation, filter pruning, Model Compression, Evolutionary algorithm

6.

Vertical-Horizontal Diversity Enhancement for Compressing Models with Extremely Few Samples

Number of pages: 12 Posted: 04 Dec 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 25 (1,385,945)

Abstract:

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few sample, Model compression, sample diversity, data augmentation, Knowledge Distillation