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Chu Myaet Thwal

Kyung Hee University - Department of Computer Science and Engineering

SCHOLARLY PAPERS

7

DOWNLOADS

497

TOTAL CITATIONS

16

Scholarly Papers (7)

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1.

Lw-Fedssl: Resource-Efficient Layer-Wise Federated Self-Supervised Learning

Downloads 115 (621,896)

Lw-Fedssl: Resource-Efficient Layer-Wise Federated Self-Supervised Learning

Number of pages: 14 Posted: 07 Sep 2024
Ye Lin Tun, Chu Myaet Thwal, Huy Le, Minh N. H. Nguyen and Choong Seon Hong
Kyung Hee University - Department of Computer Science and Engineering, Kyung Hee University - Department of Computer Science and Engineering, Kyung Hee University, Kyung Hee University - Department of Computer Science and Engineering and Kyung Hee University - Department of Computer Science and Engineering
Downloads 46 (1,131,842)

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federated learning, self-supervised learning, layer-wise training, resource-efficient

Lw-Fedssl: Resource-Efficient Layer-Wise Federated Self-Supervised Learning

Number of pages: 14 Posted: 17 Dec 2024
Ye Lin Tun, Chu Myaet Thwal, Huy Le, Minh N. H. Nguyen and Choong Seon Hong
Kyung Hee University - Department of Computer Science and Engineering, Kyung Hee University - Department of Computer Science and Engineering, Kyung Hee University, Kyung Hee University - Department of Computer Science and Engineering and Kyung Hee University - Department of Computer Science and Engineering
Downloads 39 (1,224,220)

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Federated Learning, self-supervised learning, layer-wise training, resource-efficient

Lw-Fedssl: Resource-Efficient Layer-Wise Federated Self-Supervised Learning

Number of pages: 18 Posted: 17 Mar 2025
Ye Lin Tun, Chu Myaet Thwal, Huy Le, Minh N. H. Nguyen and Choong Seon Hong
Kyung Hee University - Department of Computer Science and Engineering, Kyung Hee University - Department of Computer Science and Engineering, Kyung Hee University, Kyung Hee University - Department of Computer Science and Engineering and Kyung Hee University - Department of Computer Science and Engineering
Downloads 30 (1,371,100)

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Federated Learning, Self-supervised Learning, Layer-Wise Training, resource-efficient, edge device

2.

OnDev-LCT: On-Device Lightweight Convolutional Transformers Towards Federated Learning

Number of pages: 14 Posted: 04 May 2023
Chu Myaet Thwal, Minh N. H. Nguyen, Ye Lin Tun, Seong Tae Kim, My T. Thai and Choong Seon Hong
Kyung Hee University - Department of Computer Science and Engineering, Kyung Hee University - Department of Computer Science and Engineering, Kyung Hee University - Department of Computer Science and Engineering, Kyung Hee University - Department of Computer Science and Engineering, University of Florida and Kyung Hee University - Department of Computer Science and Engineering
Downloads 109 (645,052)

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convolutional transformer, lightweight, computer vision, federated learning, Data Heterogeneity

3.

Contrastive Encoder Pre-Training Based Clustered Federated Learning for Heterogeneous Data

Number of pages: 25 Posted: 28 Jun 2022
Ye Lin Tun, Minh N. H. Nguyen, Chu Myaet Thwal, Jinwoo Choi and Choong Seon Hong
Kyung Hee University - Department of Computer Science and Engineering, Kyung Hee University - Department of Computer Science and Engineering, Kyung Hee University - Department of Computer Science and Engineering, Kyung Hee University and Kyung Hee University - Department of Computer Science and Engineering
Downloads 99 (694,528)
Citation 2

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Federated Learning, Client Clustering, contrastive Learning, Pre-training, Data Heterogeneity

4.

CLIP-PING: Boosting Lightweight Vision-Language Models with Proximus Intrinsic Neighbors Guidance

Number of pages: 15 Posted: 27 Sep 2025
Chu Myaet Thwal, Ye Lin Tun, Minh N. H. Nguyen, Eui-Nam Huh and Choong Seon Hong
Kyung Hee University - Department of Computer Science and Engineering, Kyung Hee University - Department of Computer Science and Engineering, Kyung Hee University - Department of Computer Science and Engineering, Kyung Hee University and Kyung Hee University - Department of Computer Science and Engineering
Downloads 64 (924,743)

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Contrastive learning, efficient training, multi-modal alignment, nearest-neighbor supervision, Vision-language models

5.

Cross-Modal Prototype Based Multimodal Federated Learning Under Severely Missing Modality

Downloads 48 (1,109,210)
Citation 7

Cross-Modal Prototype Based Multimodal Federated Learning Under Severely Missing Modality

Number of pages: 14 Posted: 11 Jan 2025
Huy Le, Chu Myaet Thwal, Yu Qiao, Ye Lin Tun, Minh N. H. Nguyen, Eui-Nam Huh and Choong Seon Hong
Kyung Hee University, Kyung Hee University - Department of Computer Science and Engineering, Kyung Hee University, Kyung Hee University - Department of Computer Science and Engineering, Kyung Hee University - Department of Computer Science and Engineering, Kyung Hee University and Kyung Hee University - Department of Computer Science and Engineering
Downloads 27 (1,415,710)
Citation 2

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Federated learning, Multimodal learning, Representation learning, Prototype learning

Cross-Modal Prototype Based Multimodal Federated Learning Under Severely Missing Modality

Number of pages: 12 Posted: 21 Nov 2024
Huy Le, Chu Myaet Thwal, Yu Qiao, Ye Lin Tun, Minh N. H. Nguyen, Eui-Nam Huh and Choong Seon Hong
Kyung Hee University, Kyung Hee University - Department of Computer Science and Engineering, Kyung Hee University, Kyung Hee University - Department of Computer Science and Engineering, Kyung Hee University - Department of Computer Science and Engineering, Kyung Hee University and Kyung Hee University - Department of Computer Science and Engineering
Downloads 21 (1,500,232)
Citation 5

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Federated learning, Multimodal learning, Representation learning, Prototype learning

6.

CLIP-PING: Lightweight CLIP Models with Proximus Intrinsic Neighbors Guidance for Resource-Constrained Vision-Language Systems

Number of pages: 15 Posted: 28 Feb 2026
Chu Myaet Thwal, Ye Lin Tun, Minh N. H. Nguyen, Eui-Nam Huh and Choong Seon Hong
Kyung Hee University - Department of Computer Science and Engineering, Kyung Hee University - Department of Computer Science and Engineering, Kyung Hee University - Department of Computer Science and Engineering, Kyung Hee University and Kyung Hee University - Department of Computer Science and Engineering
Downloads 37 (1,304,549)

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Contrastive learning, multi-modal alignment, nearest-neighbor supervision, resource-efficient, vision-language models

7.

FedMEKT: Distillation-Based Embedding Knowledge Transfer for Multimodal Federated Learning

Number of pages: 13 Posted: 07 Dec 2023
Huy Le, Minh N. H. Nguyen, Chu Myaet Thwal, Yu Qiao, Chaoning Zhang and Choong Seon Hong
Kyung Hee University, Kyung Hee University - Department of Computer Science and Engineering, Kyung Hee University - Department of Computer Science and Engineering, Kyung Hee University, Kyung Hee University and Kyung Hee University - Department of Computer Science and Engineering
Downloads 25 (1,399,036)
Citation 7

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Multimodal learning, Federated Learning, Representation learning, Semi-Supervised Learning