DepSTDSAM: Spatio-temporal dual-sparse attention model for depression prediction based on facial behavioral structure representations.

Jihun Lee Jihun Lee 0001 Pohang University of Science and Technology (POSTECH), Pohang, Korea https://orcid.org/0009-0009-5827-1229

Zhiqiang Liu Gengjia Zhang Jisun Hong Jihun Lee Daegil Choi Jaehyo Jung Meina Li DepSTDSAM: Spatio-temporal dual-sparse attention model for depression prediction based on facial behavioral structure representations. 2026 133449 682 Neurocomputing https://doi.org/10.1016/j.neucom.2026.133449 db/journals/ijon/ijon682.html#LiuZHLCJL26 streams/journals/ijon

Jisun Hong Jihun Lee Daegil Choi Jaehyo Jung Depression level prediction via textual and acoustic analysis. 110009 2025 190 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2025.110009 db/journals/cbm/cbm190.html#HongLCJ25 streams/journals/cbm

Sooyoung Lee Jihun Lee Joong Seok Lee Seungchul Lee Deep learning-accelerated multiple design generation for sound-absorbing metaporous materials. 111172 2025 156 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2025.111172 db/journals/eaai/eaai156.html#LeeLLL25 streams/journals/eaai

Daegil Choi Jisun Hong Jihun Lee Zhiqiang Liu Gengjia Zhang Jaehyo Jung STSFF-Net: A two-stream network for depression detection from facial expressions. 131126 2025 652 Neurocomputing https://doi.org/10.1016/j.neucom.2025.131126 db/journals/ijon/ijon652.html#ChoiHLLZJ25 streams/journals/ijon

Jihun Lee Seungjun Oh Jongchan Park Da-Hea Kim Yusung Kim 0001 Self-supervised risk factor model using dual Recurrent State Space Models. 114036 2025 326 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2025.114036 db/journals/kbs/kbs326.html#LeeOPKK25 streams/journals/kbs

Jihun Lee Jisun Hong Daegil Choi Jaehyo Jung LTD-Conformer: Speech Depression Detection with Speaking and Listening Perspectives. 399-404 2025 CBMS https://doi.org/10.1109/CBMS65348.2025.00087 conf/cbms/2025 db/conf/cbms/cbms2025.html#LeeHCJ25 Jisun Hong Jihun Lee Daegil Choi Jaehyo Jung LEFORMER: Liquid Enhanced Multimodal Learning for Depression Severity Estimation. 423-428 2025 CBMS https://doi.org/10.1109/CBMS65348.2025.00091 conf/cbms/2025 db/conf/cbms/cbms2025.html#HongLCJ25 Hunjong Lee Jihun Lee Jaewon Seo Yunho Oh Myung Kuk Yoon Gunjae Koo HyMM: A Hybrid Sparse-Dense Matrix Multiplication Accelerator for GCNs. 1-7 2025 DATE https://doi.org/10.23919/DATE64628.2025.10993134 conf/date/2025 db/conf/date/date2025.html#LeeLSOYK25

Jihun Lee Hun Kim Jaewoo So Reinforcement Learning-Based Joint Beamwidth and Beam Alignment Interval Optimization in V2I Communications. 837 2024 February 24 Sensors 3 https://doi.org/10.3390/s24030837 https://www.wikidata.org/entity/Q129163393 db/journals/sensors/sensors24.html#LeeKS24

Daegil Choi Jisun Hong Jihun Lee Jaehyo Jung Depression Diagnosis Algorithm Based on R2U-Net Using Facial Images. 7040-7042 2024 BIBM https://doi.org/10.1109/BIBM62325.2024.10822477 conf/bibm/2024 db/conf/bibm/bibm2024.html#ChoiHLJ24 Julian Alonzo Marinus H. Daling Jihun Lee Ah-Hyoung Lee David Durfee Peter M. Asbeck Lawrence E. Larson Arto V. Nurmikko Vincent W. Leung Analysis of Wireless Power Transfer Efficiency and Specific Absorption Rate for a Distributed Brain Implant System. 1-4 2024 BSN https://doi.org/10.1109/BSN63547.2024.10780624 conf/bsn/2024 db/conf/bsn/bsn2024.html#AlonzoDLLDALNL24 Jihun Lee Jisun Hong Daegil Choi Jaehyo Jung Mental Stress Classification by Attention-Based CNN-LSTM Algorithm of Electrocardiogram Signal. 1356-1361 2024 ICMLA https://doi.org/10.1109/ICMLA61862.2024.00211 conf/icmla/2024 db/conf/icmla/icmla2024.html#LeeHCJ24 streams/conf/icmla Jisun Hong Jihun Lee Daegil Choi Jaehyo Jung Depression Classification Algorithm Based on Voice Signals Using MFCC and CNN Autoencoders. 1368-1373 2024 ICMLA https://doi.org/10.1109/ICMLA61862.2024.00213 conf/icmla/2024 db/conf/icmla/icmla2024.html#HongLCJ24 streams/conf/icmla Ah-Hyoung Lee Jihun Lee Vincent W. Leung Sydney Cash Arto V. Nurmikko Minimally Invasive Subdermal Wireless EEG Sensor Arrays for Home Monitoring of Epilepsy. 1-5 2023 BioCAS https://doi.org/10.1109/BioCAS58349.2023.10388992 conf/biocas/2023 db/conf/biocas/biocas2023.html#LeeLLCN23 Jihun Lee Ah-Hyoung Lee Vincent W. Leung Farah Laiwalla Miguel Angel Lopez-Gordo Lawrence E. Larson Arto V. Nurmikko Asynchronous Wireless Network for Transmission of Neural Data from Thousands of Autonomous Microimplants. 1-5 2023 BioCAS https://doi.org/10.1109/BioCAS58349.2023.10388891 conf/biocas/2023 db/conf/biocas/biocas2023.html#LeeLLLLLN23 Vincent W. Leung Ah-Hyoung Lee Jihun Lee Sravya Alluri Julian Alonzo Luke Mello Brett Beyer David Durfee Wing-Fat Andy Lau Peter M. Asbeck Lawrence E. Larson Farah Laiwalla Arto V. Nurmikko Improving Wireless Power Transfer Efficiency for Distributed Brain Implants using Auto-Tune OVP. 1-5 2023 BioCAS https://doi.org/10.1109/BioCAS58349.2023.10388685 conf/biocas/2023 db/conf/biocas/biocas2023.html#LeungLLAAMBDLAL23 Jihun Lee Manh Cuong Hoang Jayoung Kim 0001 Eunho Choi Hyeonwoo Kee Seungun Yang Jong-Oh Park Sukho Park Active Capsule System for Multiple Therapeutic Patch Delivery: Preclinical Evaluation. 2628-2634 2023 IROS https://doi.org/10.1109/IROS55552.2023.10341491 db/conf/iros/iros2023.html#LeeH0CKYPP23

SP Choi Jihun Lee HyeongSeok Ahn Sanghee Jung Bumsoo Kang ODIN: On-demand Data Formulation to Mitigate Dataset Lock-in. 2023 abs/2303.06832 CoRR https://doi.org/10.48550/arXiv.2303.06832 db/journals/corr/corr2303.html#abs-2303-06832

Jihun Lee SP Choi Bumsoo Kang Hyekyoung Seok Hyoungseok Ahn Sanghee Jung DeepCompass: AI-driven Location-Orientation Synchronization for Navigating Platforms. 2023 abs/2311.12805 CoRR https://doi.org/10.48550/arXiv.2311.12805 db/journals/corr/corr2311.html#abs-2311-12805

Keuntae Baek Joohyung Bang Jihun Lee Minyoung Choi Hongyun So 3D Printing-Assisted Soft Capacitive Inclinometers for Simultaneous Monitoring of Tilt Angles and Directions. 31445-31454 2022 10 IEEE Access https://doi.org/10.1109/ACCESS.2022.3160544 db/journals/access/access10.html#BaekBLCS22

Jihun Lee Dong-in Kim Seungmin Bang Sukho Park Drug-Loaded Mucoadhesive Patch with Active Delivery and Controlled Releasing Ability. 2022 4 Adv. Intell. Syst. 4 https://doi.org/10.1002/aisy.202270013 db/journals/aisy/aisy4.html#LeeKBP22

Heesu An Jihun Lee Hyeonwoo Kee Sukho Park pH Sensor-Embedded Magnetically Driven Capsule for H. pylori Infection Diagnosis. 9067-9074 2022 7 IEEE Robotics Autom. Lett. 4 https://doi.org/10.1109/LRA.2022.3189155 db/journals/ral/ral7.html#AnLKP22

Jaekap Jung Gyunghyun Kim Gahyoun Gim Changyoung Park Jihun Lee Determination of Gas Permeation Properties in Polymer Using Capacitive Electrode Sensors. 1141 2022 22 Sensors 3 https://doi.org/10.3390/s22031141 db/journals/sensors/sensors22.html#JungKGPL22

Ah-Hyoung Lee Jihun Lee Kent D. Choquette Yoon-Kyu Song Arto V. Nurmikko A Distributed Ensemble of wireless Intracortical Microdevices for Charge-balanced Photovoltaic Current Stimulation. 613-616 2021 NER https://doi.org/10.1109/NER49283.2021.9441202 conf/ner/2021 db/conf/ner/ner2021.html#LeeLCSN21 Vincent W. Leung Lingxiao Cui Sravya Alluri Jihun Lee Jiannan Huang 0001 Ethan Mok Stephen J. Shellhammer Ramesh R. Rao Peter M. Asbeck Patrick P. Mercier Lawrence E. Larson Arto V. Nurmikko Farah Laiwalla Distributed Microscale Brain Implants with Wireless Power Transfer and Mbps Bi-directional Networked Communications. 1-4 2019 CICC https://doi.org/10.1109/CICC.2019.8780289 conf/cicc/2019 db/conf/cicc/cicc2019.html#LeungCALHMSRAML19 Farah Laiwalla Jihun Lee Ah-Hyoung Lee Ethan Mok Vincent W. Leung Stephen J. Shellhammer Yoon-Kyu Song Lawrence E. Larson Arto V. Nurmikko A Distributed Wireless Network of Implantable Sub-mm Cortical Microstimulators for Brain-Computer Interfaces. 6876-6879 2019 EMBC https://doi.org/10.1109/EMBC.2019.8857217 https://www.wikidata.org/entity/Q92701431 conf/embc/2019 db/conf/embc/embc2019.html#LaiwallaLLMLSSL19 Jihun Lee Ethan Mok Jiannan Huang 0001 Lingxiao Cui Ah-Hyoung Lee Vincent W. Leung Patrick P. Mercier Steve Shellhammer Lawrence E. Larson Peter M. Asbeck Ramesh R. Rao Yoon-Kyu Song Arto V. Nurmikko Farah Laiwalla An Implantable Wireless Network of Distributed Microscale Sensors for Neural Applications. 871-874 2019 NER https://doi.org/10.1109/NER.2019.8717023 conf/ner/2019 db/conf/ner/ner2019.html#LeeMHCLLMSLARSN19 Yoon-Kyu Song Jihun Lee Jungwoo Jang Chae-Eun Lee Ah-Hyoung Lee A neural recording microimplants with wireless data and energy transfer link. 1-5 2018 BCI https://doi.org/10.1109/IWW-BCI.2018.8311506 conf/bci3/2018 db/conf/bci3/bci2018.html#SongLJLL18 Jihun Lee Farah Laiwalla Joonsoo Jeong Chester Kilfoyle Lawrence E. Larson Arto V. Nurmikko Siwei Li Siyuan Yu Vincent W. Leung Wireless Power and Data Link for Ensembles of Sub-mm scale Implantable Sensors near 1GHz. 1-4 2018 BioCAS https://doi.org/10.1109/BIOCAS.2018.8584725 conf/biocas/2018 db/conf/biocas/biocas2018.html#LeeLJKLNLYL18 Jihun Lee Arto V. Nurmikko Multi-coil High Efficiency Wireless Charger System for Hermetically Sealed Biomedical Implants. 1-4 2018 BioCAS https://doi.org/10.1109/BIOCAS.2018.8584726 conf/biocas/2018 db/conf/biocas/biocas2018.html#LeeN18 Vincent W. Leung Jihun Lee Siwei Li Siyuan Yu Chester Kilfoyle Lawrence E. Larson Arto V. Nurmikko Farah Laiwalla A CMOS Distributed Sensor System for High-Density Wireless Neural Implants for Brain-Machine Interfaces. 230-233 2018 ESSCIRC https://doi.org/10.1109/ESSCIRC.2018.8494335 conf/esscirc/2018 db/conf/esscirc/esscirc2018.html#LeungLLYKLNL18 Haili Cai Mustafa Lokhandwala Joey Zhu Chester Kilfoyle Jihun Lee Lawrence E. Larson Arto V. Nurmikko Farah Laiwalla Vincent W. Leung Demo: A Software-Defined Radio for Wireless Brain Implants Network. 852-854 2018 MobiCom https://doi.org/10.1145/3241539.3267727 conf/mobicom/2018 db/conf/mobicom/mobicom2018.html#CaiLZKLLNLL18 Jihun Lee Bong-Keun Jeong Understanding sensor data with uncertainty using a visual representation. 1-2 2017 CCWC https://doi.org/10.1109/CCWC.2017.7868476 conf/ccwc/2017 db/conf/ccwc/ccwc2017.html#LeeJ17 Jungmin Seo Gwang Jin Choi Sangwan Park Jihun Lee Changhoon Baek Jungwoo Jang Jaegook Lim Soowon Shin Kangmoon Seo Jong-Mo Seo Yoon-Kyu Song Sung June Kim Wireless navigation of pigeons using polymer-based fully implantable stimulator: A pilot study using depth electrodes. 917-920 2017 EMBC https://doi.org/10.1109/EMBC.2017.8036974 https://www.wikidata.org/entity/Q50070292 conf/embc/2017 db/conf/embc/embc2017.html#SeoCPLBJLSSSSK17 HyeongSeok Ahn Hyoungseok Ahn Sravya Alluri Julian Alonzo Heesu An Peter M. Asbeck Changhoon Baek Keuntae Baek Joohyung Bang Seungmin Bang Brett Beyer Haili Cai Sydney S. CashSydney Cash Daegil Choi Eun-Ho ChoiEunho Choi Gwang Jin Choi Minyoung Choi SP Choi Kent D. Choquette Lingxiao Cui Marinus H. Daling David Durfee Gahyoun Gim Manh Cuong Hoang Jisun Hong Jiannan Huang 0001 Jungwoo Jang Bong-Keun Jeong Joonsoo Jeong Jaehyo Jung Jaekap Jung Sanghee Jung Bumsoo Kang Hyeonwoo Kee Chester Kilfoyle Da-Hea Kim Dong-in Kim Gyunghyun Kim Hun Kim Jayoung Kim 0001 Sung June Kim Yusung Kim 0001 Gunjae Koo Farah Laiwalla Lawrence E. Larson Wing-Fat Andy Lau Ah-Hyoung Lee Chae-Eun Lee Hunjong Lee Joong Seok Lee Seungchul Lee Sooyoung Lee Vincent W. Leung Meina Li Siwei Li Jaegook Lim Zhiqiang Liu Mustafa Lokhandwala Miguel Angel Lopez-Gordo Luke Mello Patrick P. Mercier Ethan Mok Arto V. Nurmikko Seungjun Oh Yunho Oh Changyoung Park Jong-Oh Park Jongchan Park Sangwan Park Sukho Park Ramesh R. Rao Jaewon Seo Jongmo SeoJong-Mo Seo Jungmin Seo Kangmoon Seo Hyekyoung Seok Steve ShellhammerStephen J. Shellhammer Soowon Shin Hongyun So Jaewoo So Yoon-Kyu Song Seungun Yang Myung Kuk Yoon Siyuan Yu Gengjia Zhang Joey Zhu