Publication
Preprints
[P2] SimFLE: Simple Facial Landmark Encoding for Self-Supervised Facial Expression Recognition in the Wild
Jiyong Moon, Hyeryung Jang and Seongsik Park
under a revision of a journal.
[P1] Multi-adversarial Autoencoders: Stable, Faster and Self-adaptive Representation Learning
Xinyu Wu and Hyeryung Jang
under review of a journal. Preprint version is available at SSRN:4530466.
Journal (†: correspondence)
[J17] LinkFND: Simple Framework for False Negative Detection in Recommendation Tasks with Graph Contrastive Learning [pdf]
Sanghun Kim and Hyeryung Jang†
IEEE Access, vol. 11, pp. 145308-145319, December 2023. (SCIE, JCR Q2)
[J16] In-Home Smartphone-Based Prediction of Obstructive Sleep Apnea: A Validation Study with Level 2 Home Polysomnography [pdf]
Seung Cheol Han, Daewoo Kim, Chae-Seo Rhee, Sung-Woo Cho, Vu Linh Le, Eun Sung Cho, Hyunggug Kim, In-Young Yoon, Hyeryung Jang, Joonki Hong, Dongheon Lee and Jeong-Whun Kim
JAMA Otolaryngology-Head & Neck Surgery, November 2023. (SCIE, JCR Q1, Top 2%, 5-year IF: 8.961)
[J15] Prediction of Sleep Stages via Deep Learning using Smartphone Audio Recordings in Home Environments: Model Development and Validation [pdf]
Hai Hong Tran, Jung Kyung Hong, Hyeryung Jang, Jinhwan Jung, Jongmok Kim, Joonki Hong, Minji Lee, Jeong-Whun Kim, Clete A Kushida, Dongheon Lee, Daewoo Kim and In-Young Yoon
Journal of Medical Internet Research (JMIR), vol. 25, pp. e46216, June 2023. (SCIE, JCR Q1, Top 10%, 5-year IF: 7.680)
[J14] Real-time Detection of Sleep Apnea based on Breathing Sounds and Prediction Reinforcement using Home Noises: Algorithm Development and Validation [pdf]
Vu Linh Le, Daewoo Kim, Eunsung Cho, Hyeryung Jang, Roben Delos Reyes, Hyunggug Kim, Dongheon Lee, In-Young Yoon, Joonki Hong and Jeong-Whun Kim
Journal of Medical Internet Research (JMIR), vol. 25, pp. e44818, February 2023. (SCIE, JCR Q1, Top 10%, 5-year IF: 7.680)
[J13] Learning to Broadcast for Ultra-Reliable Communication with Differential Quality of Service via the Conditional Value at Risk [pdf]
Roy Karasik, Osvaldo Simeone, Hyeryung Jang and Shlomo Shamai
IEEE Transactions on Communications (TCOM), vol. 70, no. 12, pp. 8060-8074, December 2022. (SCIE, JCR Q1, Top 10%, 5-year IF: 5.103)
arXiv preprint version is available at arXiv:2112.02007.
Nicolas Skatchkovsky, Hyeryung Jang and Osvaldo Simeone
Frontiers in Computational Neuroscience (FCN), vol. 16, November 2022. (SCIE, JCR Q2)
Part of this work has been published DSLW 2021. arXiv preprint version is available at arXiv:2208.13723.
[J11] End-to-End Sleep Staging Using Nocturnal Sounds from Microphone Chips for Mobile Devices [pdf]
Joonki Hong, Hai Tran, Jinhwan Jung, Hyeryung Jang, Dongheon Lee, In-Young Yoon, Jung Kyung Hong and Jeong-Whun Kim
Nature and Science of Sleep (NSS), vol. 14, pp. 1187-1201, June 2022. (SCIE, JCR Q1, Top 19%)
Hyeryung Jang†, Hyungseok Song, and Yung Yi
IEEE-ACM Transactions on Networking (TNET), vol.30, no.3, pp.1382-1394, June 2022. (SCIE, JCR Q1, Top 10%, 5-year IF: 3.742)
Part of this work has been published MOBIHOC 2018.
Hyeryung Jang† and Osvaldo Simeone
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), vol.33, no.5, pp.2034-2044, May 2022. (SCIE, JCR Q1, Top 1%, 5-year IF: 13.014)
Part of this work has been published ICASSP 2021. arXiv preprint version is available at arXiv:2007.11894.
Nicolas Skatchkovsky, Hyeryung Jang, and Osvaldo Simeone
IEEE Communications Letters (COMML), vol.25, no.6, pp.1746-1750, June 2021. (SCIE, JCR Q2, Top 31%, 5-year IF: 3.181)
arXiv preprint version is available at arXiv:2010.14220.
Nicolas Skatchkovsky*, Hyeryung Jang*, and Osvaldo Simeone (* equally contributed)
IEEE Communications Letters (COMML), vol.25, no.6, pp.1741-1745, June 2021. (SCIE, JCR Q2, Top 31%, 5-year IF: 3.181)
arXiv preprint version is available at arXiv:2010.14217.
Hyeryung Jang, Nicolas Skatchkovsky, and Osvaldo Simeone
IEEE Communications Letters (COMML), vol.25, no.6, pp.1736-1740, June 2021. (SCIE, JCR Q2, Top 31%, 5-year IF: 3.181)
arXiv preprint version is available at arXiv:2010.14208.
Sangwoo Park, Hyeryung Jang, Osvaldo Simeone, and Joonhyuk Kang
IEEE Transactions on Signal Processing (TSP), vol.69, pp.226-239, Jan 2021 (SCIE, JCR Q1, Top 15%, 5-year IF: 5.217)
Part of this work has been published SPAWC 2019. arXiv preprint version is available at arXiv:1908.09049.
Hyeryung Jang, Osvaldo Simeone, Brian Gardner, and André Grüning
IEEE Signal Processing Magazine (SPM), vol.36, no.6, pp.64-77, Nov 2019. (SCIE, JCR Q1, Top 2.5%, 5-year IF: 11.510)
Special Issue on Learning Algorithms and Signal Processing for Brain-Inspired Computing. arXiv preprint version is available at arXiv:1910.01059.
Hyeryung Jang, Jinwoo Shin, and Yung Yi
IEEE Transactions on Control of Network Systems (TCNS), vol.6, no.2, pp.713-726, June 2019. (SCIE, JCR Q2, Top 30%, IF: 3.467)
Part of this work has been published MOBIHOC 2016. arXiv preprint version is available at arXiv:1809.04972.
Hyeryung Jang, Se-Young Yun, Jinwoo Shin, and Yung Yi
IEEE Transactions on Wireless Communications (TWC), vol.17, no.1, pp.194-209, Jan 2018. (SCIE, JCR Q1, Top 10%, 5-year IF: 6.090)
Part of this work has been published INFOCOM 2014.
[J1] Traffic Scheduling and Revenue Distribution among Providers in the Internet: Trade-offs and Impacts [pdf]
Hyojung Lee, Hyeryung Jang, Jeong-woo Cho, and Yung Yi
IEEE Journal on Selected Areas in Communications (JSAC), vol.35, no.2, pp.421-431, Feb 2017. (SCIE, JCR Q1, Top 5%, 5-year IF: 9.803)
Special Issue on Game Theory for Networks. Part of this work has been published INFOCOM SDP workshop 2013.
Peer-reviewed Conference / Workshop Proceedings (†: correspondence)
[C21] StyleBoost: A Study of Personalizing Text-to-Image Generation in Any Style using DreamBooth [pdf]
Junseo Park, Beomseok Ko and Hyeryung Jang†
International Conference on ICT Convergence (ICTC), 2023.
Sanghun Kim*, Jiho Park*, Zhongqun Zhang, Jihie Kim, Hyung Jin Chang and Hyeryung Jang†
World Congress of the International Fuzzy Systems Association (IFSA), 2023.
JongMok Kim, Daewoo Kim, Eunsung Cho, Hai Hong Tran, Joonki Hong, Dongheon Lee, JungKyung Hong, In-Young Yoon, Jeong-Whun Kim, Hyeryung Jang, and Nojun Kwak
Workshop on Time Series Representation Learning for Health (TSRL4H) at ICLR, 2023.
Nicolas Skatchkovsky, Osvaldo Simeone, and Hyeryung Jang
Neural Information Processing Systems (NeurIPS), 2021.
arXiv preprint version is available at arXiv:2106.01177.
[C17] A Study on Training Binary Neural Networks using Efficient Gradient Computations for Intelligent Systems [pdf]
Sangmin Lee and Hyeryung Jang†
International Symposium on Advanced Intelligent Systems (ISIS), 2021.
Hyeryung Jang, Nicolas Skatchkovsky, and Osvaldo Simeone
IEEE Data Science & Learning Workshop (DSLW), 2021.
arXiv preprint version is available at arXiv:2012.08300.
[C15] Multi-Sample Online Learning for Spiking Neural Networks based on Generalized Expectation Maximization [pdf]
Hyeryung Jang and Osvaldo Simeone
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021.
arXiv preprint version is available at arXiv:2102.03280.
[C14] VOWEL: A Local Online Learning Rule for Recurrent Networks of Probabilistic Spiking Winner-Take-All Circuits [pdf]
Hyeryung Jang, Nicolas Skatchkovsky, and Osvaldo Simeone
International Conference on Pattern Recognition (ICPR), 2020.
arXiv preprint version is available at arXiv:2004.09416.
[C13] End-to-End Learning of Neuromorphic Wireless Systems for Low-Power Edge Artificial Intelligence [pdf]
Nicolas Skatchkovsky, Hyeryung Jang, and Osvaldo Simeone
Asilomar Conference on Signals, Systems and Computers (ACSSC), 2020.
arXiv preprint version is available at arXiv:2009.01527.
[C12] Federated Neuromorphic Learning of Spiking Neural Networks for Low-Power Edge Intelligence [pdf]
Nicolas Skatchkovsky, Hyeryung Jang, and Osvaldo Simeone
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020.
arXiv preprint version is available at arXiv:1910.09594.
Hyungseok Song, Hyeryung Jang, Hai Hong Tran, Se-eun Yoon, Kyunghwan Son, Donggyu Yun, Hyoju Chung, and Yung Yi
International Joint Conference on Artificial Intelligence (IJCAI), 2019.
arXiv preprint version is available at arXiv:1909.03638.
Sangwoo Park, Hyeryung Jang, Osvaldo Simeone, and Joonhyuk Kang
IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2019.
arXiv preprint version is available at arXiv:1903.02184.
[C9] Training Dynamic Exponential Family Models with Causal and Lateral Dependencies for Generalized Neuromorphic Computing [pdf]
Hyeryung Jang and Osvaldo Simeone
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019.
arXiv preprint version is available at arXiv:1810.08940.
Hyeryung Jang, HyungSeok Song, and Yung Yi
ACM International Symposium on Mobile Ad Hoc Networking and Computing (MOBIHOC), 2018. (Acceptance rate: 16.8%)
arXiv preprint version is available at arXiv:1804.10942.
Hyeryung Jang, Hyungwon Choi, Yung Yi, and Jinwoo Shin
IEEE International Symposium on Information Theory (ISIT), 2017.
arXiv preprint version is available at arXiv:1605.08174.
Hyeryung Jang, Se-Young Yun, Jinwoo Shin, and Yung Yi
ACM International Symposium on Mobile Ad Hoc Networking and Computing (MOBIHOC), 2016. (Acceptance rate: 18.7%)
Hyeryung Jang, Se-Young Yun, Jinwoo Shin, and Yung Yi
IEEE International Conference on Computer Communications (INFOCOM), 2014. (Acceptance rate: 19.3%)
[C4] On the Interaction between Content-Oriented Traffic Scheduling and Revenue Sharing among Providers [pdf]
Hyojung Lee, Hyeryung Jang, Yung Yi, and Jeong-woo Cho
IEEE International Conference on Computer Communications (INFOCOM) Smart Data Pricing workshop, 2013.
Jaehoon Jeong, Hyeryung Jang, Yujin Kim, Yung Yi, and Jeonghoon Mo
International Conference on Information Networking (ICOIN), 2013.
Hyojung Lee, Hyeryung Jang, Jeong-woo Cho, and Yung Yi
Annual Conference on Information Sciences and Systems (CISS), 2012.
Hyeryung Jang, Hyojung Lee, and Yung Yi
ACM International Conference on emerging Networking Experiments and Technologies (CONEXT) Student workshop, 2010.
Domestic Journal / Conference
Sangmin Lee, and Hyeryung Jang
한국인공지능학술대회 (Korea Artificial Intelligence Conference), 한국통신학회, 2022.
Seyeon Park, and Hyeryung Jang
한국인공지능학술대회 (Korea Artificial Intelligence Conference), 한국통신학회, 2022.
Hyeryung Jang, Yung Yi, and Jinwoo Shin
통신정보 합동학술대회 (Joint Conference on Communications and Information, JCCI), 2016.
Hyojung Lee, Hyeryung Jang, and Yung Yi
통신정보 합동학술대회 (Joint Conference on Communications and Information, JCCI), 2013.
Jaehoon Jeong, Hyeryung Jang, Yung Yi, Jeonghoon Mo, Hoseok Oh, and Youngil Seo
전자정보 통신학술대회 논문집 (Conference on Electronics and Information Communications, CEIC), 2011.
Hyeryung Jang, Hyojung Lee, Jeong-woo Cho, and Yung Yi
하계 컴퓨터통신 워크샵 (Summer Workshop on Computer Communications, SWCC), 2011.
Hyojung Lee, Hyeryung Jang, and Yung Yi,
통신정보 합동학술대회 (Joint Conference on Communications and Information, JCCI), 2011.
Patents
[P6] 축우 생체 정보를 이용한 인공지능 기반 발정 행동 예측 장치 및 예측 방법
장혜령, 박해웅, 신정민
출원번호 10-2023-0164608 (출원일자 2023.11.23)
[P5] 헬멧 착용 여부 검출 장치 및 방법
장혜령, 박세연
출원번호 10-2023-0133069 (출원일자 2023.10.06)
[P4] 영유아 위험 행동 감지 장치, 영유아 위험 행동 감지 방법 및 이를 수행하기 위한 기록 매체
신연순, 장혜령, 김세영, 박세연, 유연아, 윤서정
출원번호 10-2023-0079177 (출원일자 2023.06.20)
[P3] 상습 침수지역 모니터링 및 위험 정보 제공 웹 서버, 상습 침수지역 모니터링 및 위험 정보 제공 방법 및 이를 수행하기 위한 기록매체
신연순, 장혜령, 이희경, 이세영, 이보경
출원번호 10-2023-0070846 (출원일자 2023.06.01)
[P2] 효율적인 미분 계산을 이용한 이진 뉴럴 네트워크 학습 방법 및 장치
장혜령, 이상민
출원번호 10-2022-0074597 (출원일자 2022.06.20)
[P1] 온라인 메타-러닝을 이용하여 실시간 적응형 복조기 설계 방법 및 장치
강준혁, 박상우, 장혜령
출원번호 10-2021-0109422 (출원일자 2021.08.19), 등록번호 10-2399481 (공고일자 2022.05.19)