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Soo-Bin Shin

Yonsei University · Engineering

About the Lab

Professor Soo-Bin Shin's research lab focuses on human-centered intelligent systems, with a strong emphasis on accessibility, human-machine interaction, and smart infrastructure. The lab explores how emerging technologies—such as large multimodal models, dynamic MIMO systems, and smart construction machinery—can be designed to enhance usability, safety, and efficiency in real-world contexts. Research spans from voice-based agents for visually impaired users to adaptive wireless communication frameworks and behavior-driven design for construction equipment operators. The lab integrates cognitive models, statistical signal processing, and human factors to create adaptive, user-responsive systems.

human-computer interactionsmart constructionvoice interfacedynamic MIMObehavior modeling

Research Overview

Papers
5
Total Citations
1
Papers (5y)
5
Primary Field
Engineering

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
5total
2024
2025
2026
Citations per year (5y)
1total
202420252026

Selected Papers

5
1
Article|1 citations·2026
Toward Independent Online Shopping of the Visually Impaired Through Voice-based Computer-Using Agent
Subin Shin, Jeesun Oh, Suhyun Kim, Seoyeon Eom, Sangwon Lee
OA

Visually impaired individuals face barriers in online shopping because product details are often conveyed through images, and alternative text is frequently insufficient. The recent advent of Computer-Using Agents (CUA) based on Large Multimodal Models, which can directly manipulate graphical user interfaces, offers new opportunities for such accessibility. However, there is a lack of research that considers how voice-based systems should be designed to support visually impaired users in complex

Artificial IntelligenceComputer Science
2
Article|0 citations·2026
Low-Complexity and Quantization-Aware Antenna Switching for Massive MIMO Systems: A Covariance-Based Greedy Approach
Subin Shin, Jeonghun Park
SJR Q4The Journal of Korean Institute of Communications and Information Sciences

Massive multiple-input multiple-output (MIMO) technology is a key enabler for future wireless systems, but its practical implementation is hindered by high power consumption, the prohibitive overhead of acquiring instantaneous channel state information (CSI), and the inflexibility of fixed structures to dynamic traffic. To address these limitations, this letter proposes a dynamic antenna switching framework using low-resolution converters. The core challenge lies in solving the computationally c

Electrical and Electronic EngineeringEngineering
3
Article|0 citations·2025
Beam Selection in MIMO-ISAC Systems: A Greedy Approach
Subin Shin, Jeonghun Park
Electrical and Electronic EngineeringEngineering
4
Preprint|0 citations·2026
Reconceptualizing Large Language Model Evaluation in Ambiguous Patent Classification via Expert Consensus Calibration
Wooyoung Kim, Yeeun Choe, Subin Shin, DaHee Kim, Wonhee Lee, Jongwoo Kim, Wooju Kim
SSRN Electronic JournalOA
Management of Technology and InnovationBusiness, Management and Accounting
5
Article|0 citations·2024
건설기계 운전자 행동 기반 디자인 전략
박수진, 곽태영, 신수빈, 이상원
디자인융복합연구(구.인포디자인이슈)

건설기계 운전자와 건설 산업 현장의 안전 문제는 지속적으로 중요한 이슈 로 부각되고 있다. 스마트 건설기계와 같은 첨단 기술이 도입되면서 건설 산업 현장의 효율성과 안전성을 높이기 위한 연구도 활발하다. 그러나 자율 주행 건설기계 및 스마트 건설기계를 운행하는 운전자의 행동 패턴을 심도 있게 분석한 연구는 여전히 부족하다. 스마트 건설기계의 도입과 함께 운전 자의 역할과 행동 패턴이 달라지고 있음에도 불구하고, 현재 운전자가 어떠 한 방식으로 기계를 운행하고, 외부 환경 조건에 어떻게 반응하며 적응해 나가는지에 대한 연구가 부족하다. 운전자의 행동을 면밀히 분석하여 이들 의 작업방식을 보다 효과적으로 지원할 수 있는 디자인 전략을 개발하는 것이 필요하다. 특히 스마트 건설기계 운전자는 기존의 기계보다 더 복잡하 고 기술적으로 개선이 된 장비를 다루어야 하므로, 그들의 동기, 능력 그리 고 트리거를 기반으로 하는 행동 분석이 필수적이라고 할 수 있다. 이에 따 라 본 연구에서는 동기(

Research Areas

Electrical and Electronic EngineeringArtificial IntelligenceManagement of Technology and Innovation

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