Jaemin Shin

According to our database, Jaemin Shin authored at least 11 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Not All Federated Learning Algorithms Are Created Equal: A Performance Evaluation Study.

Gustav A. Baumgart, Jaemin Shin, Ali Payani, Myungjin Lee, Ramana Rao Kompella

CoRR, 2024

2023

Federated Learning Operations Made Simple with Flame.

Harshit Daga, Jaemin Shin, Dhruv Garg, Ada Gavrilovska, Myungjin Lee, Ramana Rao Kompella

CoRR, 2023

FedTherapist: Mental Health Monitoring with User-Generated Linguistic Expressions on Smartphones via Federated Learning.

Jaemin Shin, Hyungjun Yoon, Seungjoo Lee, Sungjoon Park, Yunxin Liu, Jinho D. Choi, Sung-Ju Lee

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Flame: Simplifying Topology Extension in Federated Learning.

Harshit Daga, Jaemin Shin, Dhruv Garg, Ada Gavrilovska, Myungjin Lee, Ramana Rao Kompella

Proceedings of the 2023 ACM Symposium on Cloud Computing, SoCC 2023, 2023

2022

Sample Selection with Deadline Control for Efficient Federated Learning on Heterogeneous Clients.

Jaemin Shin, Yuanchun Li, Yunxin Liu, Sung-Ju Lee

CoRR, 2022

FedBalancer: data and pace control for efficient federated learning on heterogeneous clients.

Jaemin Shin, Yuanchun Li, Yunxin Liu, Sung-Ju Lee

Proceedings of the MobiSys '22: The 20th Annual International Conference on Mobile Systems, Applications and Services, Portland, Oregon, 27 June 2022, 2022

MyDJ: Sensing Food Intakes with an Attachable on Your Eyeglass Frame.

Jaemin Shin, Seungjoo Lee, Taesik Gong, Hyungjun Yoon, Hyunchul Roh, Andrea Bianchi, Sung-Ju Lee

Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

2019

Use MU-MIMO at your own risk - Why we don't get Gb/s Wi-Fi.

Hyunwoo Choi, Taesik Gong, Jaehun Kim, Jaemin Shin, Sung-Ju Lee

Ad Hoc Networks, 2019

Accurate Eating Detection on a Daily Wearable Necklace.

Jaemin Shin, Seungjoo Lee, Sung-Ju Lee

Proceedings of the 17th Annual International Conference on Mobile Systems, 2019

Dissecting 802.11ac Performance - Why You Should Turn Off MU-MIMO.

Hyunwoo Choi, Taesik Gong, Jaehun Kim, Jaemin Shin, Sung-Ju Lee

Proceedings of the 17th Annual International Conference on Mobile Systems, 2019

2017

Considerations on deploying high-performance container-based NFV.

DeokGi Hong, Jaemin Shin, Shinae Woo, Sue Moon

Proceedings of the 2nd Workshop on Cloud-Assisted Networking, 2017