A Novel Hybrid Architectures for Overcoming Sparse Data in Subscription Product Recommendation Systems

Authors: Kang, Jinmo, Lee, Sanghyeon, Jeon, Yeonghwan, Jo, Hyuncheol, Jeon, Byoung-Ki

Source: 2024 IEEE International Conference on Big Data (BigData) Big Data (BigData), 2024 IEEE International Conference on. :4104-4109 Dec, 2024

Relation: 2024 IEEE International Conference on Big Data (BigData)

RouTEE: Secure, Scalable, and Efficient Off-Chain Payments using Trusted Execution Environments

Authors: Lee, Junmo, Kim, Seongjun, Park, Sanghyeon, Moon, Soo-Mook

Source: 2024 Annual Computer Security Applications Conference (ACSAC) ACSAC Computer Security Applications Conference (ACSAC), 2024 Annual. :456-472 Dec, 2024

Relation: 2024 Annual Computer Security Applications Conference (ACSAC)

Heterogeneous and Monolithic 3D (HM3D) Integrated RF Circuits: HM3D Integration of InGaAs HEMTs on CMOS-Based Backside Passive Devices

Authors: Jeong, Jaeyong, Park, Minsik, Suh, Yoon-Je, Lim, Jeong-Taek, Seong, Minkyoung, Lee, Jooseok, Kim, Kihyun, Rheem, Nahyun, Lee, Chan Jik, Kim, Bong Ho, Kim, Seong Kwang, Kim, Joon Pyo, Kim, Jongmin, Sul, Woo-Suk, Lee, Won-Chul, Kim, Choul-Young, Lee, Jongwon, Kim, Sanghyeon

Source: 2024 IEEE International Electron Devices Meeting (IEDM) Electron Devices Meeting (IEDM), 2024 IEEE International. :1-4 Dec, 2024

Relation: 2024 IEEE International Electron Devices Meeting (IEDM)

Highly-Sensitive Free-Standing Waveguide-Integrated Bolometer on Germanium-on-Insulator Platform for Mid-Infrared on-Chip Spectroscopy

Authors: Kim, Inki, Shim, Joonsup, Lim, Jinha, Jeong, Jaeyong, Kim, Bong Ho, Kim, SangHyeon

Source: 2024 IEEE International Electron Devices Meeting (IEDM) Electron Devices Meeting (IEDM), 2024 IEEE International. :1-4 Dec, 2024

Relation: 2024 IEEE International Electron Devices Meeting (IEDM)

Vertically Integrated Active Power Delivery Network (PDN) for Heterogenous 3D (H3D) Stacked Systems: 3D On-Chip Integration of GaN Power Devices on PDN with Direct Heat Spreading Layer Bonding

Authors: Jeong, Jaeyong, Lee, Chan Jik, Choi, Sung Joon, Rheem, Nahyun, Song, Minseo, Suh, Yoon-Je, Kim, Bong Ho, Kim, Joon Pyo, Shim, Joonsup, Lee, Jiseon, Park, Myungsoo, Koh, Yumin, Kim, Donghyun, Kim, Sanghyeon

Source: 2024 IEEE International Electron Devices Meeting (IEDM) Electron Devices Meeting (IEDM), 2024 IEEE International. :1-4 Dec, 2024

Relation: 2024 IEEE International Electron Devices Meeting (IEDM)

Image2SignalNet: Image-based deep learning approach for capturing neuronal signals from calcium imaging

Authors: Jo, Eunjung, Shin, Dong-Hee, Oh, Ji-Hye, Cho, Sanghyeon, Lee, Hyun Jung, Kam, Tae-Eui

Source: 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) Bioinformatics and Biomedicine (BIBM), 2024 IEEE International Conference on. :3357-3360 Dec, 2024

Relation: 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

Contextual Scenario Generation for Two-Stage Stochastic Programming

Authors: Islip, David, Kwon, Roy H., Bae, Sanghyeon, Kim, Woo Chang

Subject Terms: Mathematics - Optimization and Control, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2502.05349

PRISM: A Robust Framework for Skill-based Meta-Reinforcement Learning with Noisy Demonstrations

Authors: Lee, Sanghyeon, Bae, Sangjun, Park, Yisak, Han, Seungyul

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2502.03752

CURing Large Models: Compression via CUR Decomposition

Authors: Park, Sanghyeon, Moon, Soo-Mook

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2501.04211

Efficient LLM Inference with Activation Checkpointing and Hybrid Caching

Authors: Lee, Sanghyeon, Kim, Hongbeen, Hwang, Soojin, Heo, Guseul, Noh, Minwoo, Huh, Jaehyuk

Subject Terms: Computer Science - Distributed, Parallel, and Cluster Computing

Access URL: http://arxiv.org/abs/2501.01792

Enabling Region-Specific Control via Lassos in Point-Based Colorization

Authors: Lee, Sanghyeon, Yun, Jooyeol, Choo, Jaegul

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Graphics

Access URL: http://arxiv.org/abs/2412.13469

Hierarchical Climate Control Strategy for Electric Vehicles with Door-Opening Consideration

Authors: Nam, Sanghyeon, Lee, Hyejin, Kim, Youngki, Kwak, Kyoung Hyun, Han, Kyoungseok

Source: 2024 IEEE Intelligent Vehicles Symposium (IV) Intelligent Vehicles Symposium (IV), 2024 IEEE. :2634-2639 Jun, 2024

Relation: 2024 IEEE Intelligent Vehicle Symposium (IV)

Modeling Flow Boiling Utilizing Machine Learning Vision Data

Authors: Huang, Cho-Ning, Chang, Sanghyeon, Suh, Youngjoon, Won, Yoonjin, Kharangate, Chirag R.

Source: 2024 23rd IEEE Intersociety Conference on Thermal and Thermomechanical Phenomena in Electronic Systems (ITherm) Thermal and Thermomechanical Phenomena in Electronic Systems (ITherm), 2024 23rd IEEE Intersociety Conference on. :1-6 May, 2024

Relation: 2024 23rd IEEE Intersociety Conference on Thermal and Thermomechanical Phenomena in Electronic Systems (ITherm)

Enhanced Structure Preservation and Multi-View Approach in Unsupervised Domain Adaptation for Optic Disc and Cup Segmentation

Authors: Cho, Sanghyeon, Kang, Bogyeong, Heo, Keun-Soo, Jo, EunJung, Kam, Tae-Eui

Source: 2024 IEEE International Symposium on Biomedical Imaging (ISBI) Biomedical Imaging (ISBI), 2024 IEEE International Symposium on. :1-5 May, 2024

Relation: 2024 IEEE International Symposium on Biomedical Imaging (ISBI)

Anomaly Detection for People with Visual Impairments Using an Egocentric 360-Degree Camera

Authors: Song, Inpyo, Lee, Sanghyeon, Joo, Minjun, Lee, Jangwon

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2411.10945

New applications of Bayesian optimization based on element mapping to design high-capacity NASICON-type cathode of sodium-ion battery

Authors: Park, Sanghyeon, Shim, Yoonsu, Hur, Junpyo, Jeon, Dongmin, Yuk, Jong Min, Lee, Chan-Woo

Subject Terms: Condensed Matter - Materials Science

Access URL: http://arxiv.org/abs/2411.01117

Emulation of Plasma Load Reactances by Saturation Control of Low-Permeability Inductors

Authors: Tagare, Darshan, Park, Sanghyeon, Ranjram, Mike K.

Source: 2024 IEEE Applied Power Electronics Conference and Exposition (APEC) Applied Power Electronics Conference and Exposition (APEC), 2024 IEEE. :416-423 Feb, 2024

Relation: 2024 IEEE Applied Power Electronics Conference and Exposition (APEC)

Machine learning approach to brain tumor detection and classification

Authors: Oh, Alice, Noh, Inyoung, Choo, Jian, Lee, Jihoo, Park, Justin, Hwang, Kate, Kim, Sanghyeon, Oh, Soo Min

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2410.12692

Understanding the Radial Acceleration Relation of Dwarf Galaxies with Emergent Gravity

Authors: Han, Sanghyeon, Hwang, Ho Seong, Yoon, Youngsub

Subject Terms: General Relativity and Quantum Cosmology, Astrophysics - Astrophysics of Galaxies

Access URL: http://arxiv.org/abs/2409.16655

Minimum Synthesis Cost of CNOT Circuits

Authors: Bu, Alan, Fan, Evan, Joo, Robert Sanghyeon

Subject Terms: Quantum Physics, Mathematics - Combinatorics

Access URL: http://arxiv.org/abs/2408.07898