Mix2SFL: Two-Way Mixup for Scalable, Accurate, andCommunication-Efficient Split Federated Learning
In recent years, split learning (SL) has emerged as a promising distributed learning framework that can utilize big data in parallel...
2023년 10월 17일
2023년 10월 13일
Language-oriented Communication with Semantic Coding and Knowledge Distillation for T2I Generation
By integrating recent advances in large language models (LLMs) and generative models into the emerging semantic communication (SC)...
2023년 10월 12일
Towards Semantic Communication Protocols for 6G: From Protocol to Language-Oriented Approaches
The forthcoming 6G systems are expected to address a wide range of non-stationary tasks. This poses challenges to traditional medium...
2023년 10월 12일
Toward Semantic Communication Protocols: A Probabilistic Logic Perspective
[IEEE JSAC: SI on Beyond Shannon Communication, Catalysts for 6G] Toward Semantic Communication Protocols: A Probabilistic Logic...
2023년 8월 3일
Private 5G, 연구실 내 구축
그림: 연구실 내 구현된 UE (로봇팔)과 Private 5G 기지국 및 코어 장비 지난 7월, 기지국, 코어, MEC로 구성된 Stand alone (SA) Private 5G (이음 5G)를 연구실 내에 구축하였다. 본 연구실에서는 각각의...
2023년 8월 3일
2023 ICC 논문 4편 발표
사진1: RAMO 연구원들과김성륜 교수님 사진 2: 왼쪽 위부터 남혜린, 최진혁, 이지훈, 국수진 연구원이 각각 Oral 세션과 Interactive 세션에서 발표를 진행중이다. 지난 23년 5월 28일 ~ 6월 1일, 이탈리아 로마에서 개최된...
2023년 6월 8일
Semantic Communcation 포럼 JCCI 개최
그림: 시멘틱 통신 특별 프로그램 패널들 지난 4월 26일, 여수에서 개최된 JCCI에서 연세대학교 김성륜 교수가 시멘틱 통신에 대한 특별프로그램의 패널 및 사회자로 참여하였다. 이 날, 프로그램에서는 본 연구실의 졸업생인 고승우 교수와 박지홍...
2023년 5월 3일
김성륜 교수, 과기정통부 장관 표창 수상
2023년 4월 19일 연세대학교 백양누리홀에서 '한-스웨덴 기술사업화 토론회(포럼)'이 개최되었다. 이 토론회에서는 스웨덴의 창업 성공 사례를 소개하고, 한국의 대학 연구자와 양국 기술 기업 대표가 보유 중인 기술을 소개하고 이에 대한...
2023년 5월 1일
Our work has been selected recipients of the IEEE Heinrich Hertz Award
Fig 1. Proposed structure of 'BlockFL' Fig 2. From left are Kim Seong-Lyun, Kim Hyesung, Park Jihong, and Mehdi Bennis. We are pleased to...
2023년 4월 20일
Signed MOU with Nokia to promote Private-5G specialized network and future wireless communication
Our university and Nokia have entered a two-year joint research partnership on April 5, utilizing Nokia's products and solutions. The...
2023년 4월 5일
[RAMO Seminar] Ambient IoT - Zero Energy Massive Machine Type Communications for 6G
Speaker: Riku Jäntti, Aalto University, Finland Venue: Engineering Hall D, 508 Date & Time: Wednesday 1st February 2023, 11:00 ~ 12:30...
2023년 2월 1일
![[RAMO Seminar] Ambient IoT - Zero Energy Massive Machine Type Communications for 6G](https://static.wixstatic.com/media/7fa153_25e8fc21a01c490f850fadb2572ce3c8~mv2.jpg/v1/fill/w_1333,h_1000,fp_0.50_0.50,q_30,blur_30,enc_avif,quality_auto/7fa153_25e8fc21a01c490f850fadb2572ce3c8~mv2.jpg)
![[RAMO Seminar] Ambient IoT - Zero Energy Massive Machine Type Communications for 6G](https://static.wixstatic.com/media/7fa153_25e8fc21a01c490f850fadb2572ce3c8~mv2.jpg/v1/fill/w_1376,h_1032,fp_0.50_0.50,q_90,enc_avif,quality_auto/7fa153_25e8fc21a01c490f850fadb2572ce3c8~mv2.jpg)
[RAMO Seminar] Introduction of 3GPP RAN/NW slicing standardization
Speaker: Hyun-jung Choi, LG Electronics Inc, Seoul Venue: Online by Zoom Date & Time: Thursday 24th November 2022, 15:00 ~ 16:00 It...
2022년 11월 24일
![[RAMO Seminar] Introduction of 3GPP RAN/NW slicing standardization](https://static.wixstatic.com/media/7fa153_433f2862074f4ff69070137b25e53d9e~mv2.jpg/v1/fill/w_694,h_521,fp_0.50_0.50,lg_1,q_30,blur_30,enc_avif,quality_auto/7fa153_433f2862074f4ff69070137b25e53d9e~mv2.jpg)
![[RAMO Seminar] Introduction of 3GPP RAN/NW slicing standardization](https://static.wixstatic.com/media/7fa153_433f2862074f4ff69070137b25e53d9e~mv2.jpg/v1/fill/w_694,h_521,fp_0.50_0.50,lg_1,q_90,enc_avif,quality_auto/7fa153_433f2862074f4ff69070137b25e53d9e~mv2.jpg)
6G Forum on Semantic Communications Organized in Conjunction with APCC/ICTC 2022
Webpage Venue: Aerospace Campus, Inha University, Songdo, Incheon, Korea, Ramada Plaza Hotel, Jeju, Korea / Online Date & Time: Tuesday...
2022년 11월 11일
[NeurlPS workshop 2022] Differentially Private CutMix for Split Learning with Vision Transformer
Authors: Seungeun Oh, Jihong Park, Sihun Baek, Hyelin Nam, Praneeth Vepakomma, Ramesh Raskar, Mehdi Bennis, and Seong-Lyun Kim This work...
2022년 10월 27일
![[NeurlPS workshop 2022] Differentially Private CutMix for Split Learning with Vision Transformer](https://static.wixstatic.com/media/7fa153_a1bb09b7216b434ebb6595be226c11c8~mv2.png/v1/fill/w_530,h_397,fp_0.50_0.50,lg_1,q_35,blur_30,enc_avif,quality_auto/7fa153_a1bb09b7216b434ebb6595be226c11c8~mv2.png)
![[NeurlPS workshop 2022] Differentially Private CutMix for Split Learning with Vision Transformer](https://static.wixstatic.com/media/7fa153_a1bb09b7216b434ebb6595be226c11c8~mv2.png/v1/fill/w_530,h_397,fp_0.50_0.50,lg_1,q_95,enc_avif,quality_auto/7fa153_a1bb09b7216b434ebb6595be226c11c8~mv2.png)
[RAMO Seminar] Some Fundamentals on Technical Writing
Speaker: Woo-Jin Baek, Gacheon University, Korea Venue: Engineering Hall D, 507 Date & Time: Thursday 27th October 2022, 10:00 ~ 11:50...
2022년 10월 27일
![[RAMO Seminar] Some Fundamentals on Technical Writing](https://static.wixstatic.com/media/7fa153_b623919dab1f446f9aa8a7f75466e33a~mv2.jpg/v1/fill/w_1333,h_1000,fp_0.50_0.50,q_30,blur_30,enc_avif,quality_auto/7fa153_b623919dab1f446f9aa8a7f75466e33a~mv2.jpg)
![[RAMO Seminar] Some Fundamentals on Technical Writing](https://static.wixstatic.com/media/7fa153_b623919dab1f446f9aa8a7f75466e33a~mv2.jpg/v1/fill/w_1376,h_1032,fp_0.50_0.50,q_90,enc_avif,quality_auto/7fa153_b623919dab1f446f9aa8a7f75466e33a~mv2.jpg)
[RAMO Seminar] See No Evil, Hear No Evil: Data-aided Sensing in the IoT
Speaker : Jin-ho Choi, Deakin University, Australia Venue : Online by Zoom Date & time : Wednesday 8th June 2022, 14:00~15:00 A blind man...
2022년 6월 9일
![[RAMO Seminar] See No Evil, Hear No Evil: Data-aided Sensing in the IoT](https://static.wixstatic.com/media/7fa153_bb71e6633bd24fe4a7aa92aca10141b8~mv2.jpg/v1/fill/w_919,h_689,fp_0.50_0.50,q_30,blur_30,enc_avif,quality_auto/7fa153_bb71e6633bd24fe4a7aa92aca10141b8~mv2.jpg)
![[RAMO Seminar] See No Evil, Hear No Evil: Data-aided Sensing in the IoT](https://static.wixstatic.com/media/7fa153_bb71e6633bd24fe4a7aa92aca10141b8~mv2.jpg/v1/fill/w_919,h_689,fp_0.50_0.50,q_90,enc_avif,quality_auto/7fa153_bb71e6633bd24fe4a7aa92aca10141b8~mv2.jpg)
[FL-IJCAI'22 Best Student Paper Award]
Visual Transformer Meets CutMix for Improved Accuracy, Communication Efficiency, Data Privacy in SL Authors : Sihun Baek, Jihong Park,...
2022년 6월 2일
![[FL-IJCAI'22 Best Student Paper Award]](https://static.wixstatic.com/media/7fa153_fd16eb8d5c0d449e911283632cfb0665~mv2.png/v1/fill/w_1067,h_800,fp_0.50_0.50,q_35,blur_30,enc_avif,quality_auto/7fa153_fd16eb8d5c0d449e911283632cfb0665~mv2.png)
![[FL-IJCAI'22 Best Student Paper Award]](https://static.wixstatic.com/media/7fa153_fd16eb8d5c0d449e911283632cfb0665~mv2.png/v1/fill/w_1067,h_800,fp_0.50_0.50,q_95,enc_avif,quality_auto/7fa153_fd16eb8d5c0d449e911283632cfb0665~mv2.png)
Demo: ML-based Vision Classification in the Smart Brewing Factory Testbed
Authors: Sujin Kook, Sihun Baek, Hyelin Nam and Seong-Lyun Kim This work is accepted to ICC demo 2022, yet published. The main purpose of...
2022년 3월 16일
Split Learning for Remote Bottle Classification in a Smart Brewing Factory
Authors: Hyelin Nam, Sihun Baek, Sujin Kook, Jihong Park, Seong-Lyun Kim, and Mehdi Bennis This work will be published as a session of a...
2022년 3월 16일
