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양시준 교수

Si Jun Yang

연세대학교 마취통증의학과 · 컴퓨터과학

연구실 소개

양시준 교수의 연구실은 대규모 인구 데이터 기반의 전 세계 비만 동태 분석과 함께, 고도로 정교한 레이저 시스템 내에서의 스펙트럼-공간 결합 메커니즘을 규명하는 데 주력하고 있습니다. 또한 인지적 장애가 있는 노인을 대상으로 한 개인화된 모바일 운동 관리 애플리케이션 개발과 비즈니스·의료 분야의 복잡한 표준형 데이터를 위한 자기학습 기반 표준형 데이터 전처리 프레임워크 개발 등 실생활 응용에 초점을 맞춘 연구를 진행하고 있습니다. 특히 디지털 인문학과 융합된 역사적 글자 인식 벤치마크 개발을 통해 인공지능의 장기적 시각적 인식 능력을 시험하고 있습니다.

비만 동태 분석스펙트럼-공간 결합모바일 헬스케어표준형 데이터 전처리역사적 글자 인식

연구 현황

논문 수
13
총 인용 수
3
최근 5년 논문
13
주요 분야
컴퓨터과학

연구 성과 추이

표시된 성과는 수집된 데이터 기준으로 산출되며, 일부 차이가 있을 수 있습니다.

5개년 연도별 논문 게재 수
13총합
2026
5개년 연도별 피인용 수
3총합
2026

주요 논문

13
1
논문|인용수 3·2026
Obesity rise plateaus in developed nations and accelerates in developing nations
Bin Zhou, Nowell H Phelps, Agnese Galeazzi, Olivia N. O’Driscoll, James E. Bennett, Lakshya Jain, Yse D'Ailhaud De Brisis, Ana Barradas‐Pires, Fulvio Deo, Gretchen A. Stevens, Vasilis Kontis, Christopher J. Paciorek
SJR Q1NatureOA

and lacks a granular and systematic analysis of its dynamics. We used 4,050 population-based studies with measured height and weight data on 232 million participants to assess the worldwide dynamics of obesity from 1980 to 2024. The rise in obesity decelerated in school-aged children and adolescents throughout the 1990s in many high-income countries, and subsequently plateaued in most at age-standardized prevalences spanning 20 percentage points, from 3-4% for girls in Japan, Denmark and France

Public Health, Environmental and Occupational HealthMedicine
2
논문|인용수 0·2026
PriSrv+: Privacy and Usability-Enhanced Wireless Service Discovery with Fast and Expressive Matchmaking Encryption
Yang Yang, Guomin Yang, Yingjiu Li, Pengfei Wu, Rui Shi, Minming Huang, Jian Weng, HweeHwa Pang, Robert H. Deng, Pengfei Wu
OA

Service discovery is a fundamental process in wireless networks, enabling devices to find and communicate with services dynamically, and is critical for the seamless operation of modern systems like 5G and IoT.This paper introduces PriSrv+, an advanced privacy and usability-enhanced service discovery protocol for modern wireless networks and resource-constrained environments.PriSrv+ builds upon PriSrv (NDSS'24), by addressing critical limitations in expressiveness, privacy, scalability, and effi

Artificial IntelligenceComputer Science
3
other|인용수 0·2026
Spatio-spectral coupling in spatio-temporally mode-locked fiber laser
Zhijin Xiong, Wei Lin, Yuwen Liang, Yuankai Guo, Yang Yang, Xiaoming Wei
FigshareOA

We experimentally and numerically reveal a spatio-spectral coupling (SSC) mechanism mediated by spatially dependent gain in the spatio-temporally mode-locked fiber laser. In experiment, the spectral tuning is observed to be accompanied by the change of the spatial mode content. To further elucidate this relation between the spectral and spatial properties of the three-dimensional (3D) dissipative soliton, gain spectrum and its field attract are theoretically analyzed. The underlying mechanism th

4
preprint|인용수 0·2026
MaskTab: Scalable Masked Tabular Pretraining with Scaling Laws and Distillation for Industrial Classification
Bo Zheng, Yudong Chen, Zihua Xiong, Shuai Fang, Peidong He, Yang Yang, Sheng Guo
arXiv (Cornell University)OA

Tabular data forms the backbone of high-stakes decision systems in finance, healthcare, and beyond. Yet industrial tabular datasets are inherently difficult: high-dimensional, riddled with missing entries, and rarely labeled at scale. While foundation models have revolutionized vision and language, tabular learning still leans on handcrafted features and lacks a general self-supervised framework. We present MaskTab, a unified pre-training framework designed specifically for industrial-scale tabu

Computer Vision and Pattern RecognitionComputer Science
5
other|인용수 0·2026
Spatio-spectral coupling in spatio-temporally mode-locked fiber laser
Zhijin Xiong, Wei Lin, Yuwen Liang, Yuankai Guo, Yang Yang, Xiaoming Wei
FigshareOA

We experimentally and numerically reveal a spatio-spectral coupling (SSC) mechanism mediated by spatially dependent gain in the spatio-temporally mode-locked fiber laser. In experiment, the spectral tuning is observed to be accompanied by the change of the spatial mode content. To further elucidate this relation between the spectral and spatial properties of the three-dimensional (3D) dissipative soliton, gain spectrum and its field attract are theoretically analyzed. The underlying mechanism th

6
논문|인용수 0·2026
Supplementary document for Spatio-spectral coupling of three-dimensional dissipative solitons - 7888014.pdf
Zhijin Xiong, Wei Lin, Yuwen Liang, Yuankai Guo, Yang Yang, Xiaoming Wei
FigshareOA

Spatio-spectral coupling in spatio-temporally mode-locked fiber laser: supplement

Atomic and Molecular Physics, and OpticsPhysics and Astronomy
7
논문|인용수 0·2026
Supplementary document for Spatio-spectral coupling of three-dimensional dissipative solitons - 7888014.pdf
Zhijin Xiong, Wei Lin, Yuwen Liang, Yuankai Guo, Yang Yang, Xiaoming Wei
FigshareOA

Spatio-spectral coupling in spatio-temporally mode-locked fiber laser: supplement

Atomic and Molecular Physics, and OpticsPhysics and Astronomy
8
preprint|인용수 0·2026
Chronicles-OCR: A Cross-Temporal Perception Benchmark for the Evolutionary Trajectory of Chinese Characters
Gengluo Li, Shangpin Peng, Xingyu Wan, Chengquan Zhang, Hao Feng, Xin Xu, Pian Wu, Bang Li, Zengmao Ding, Yongge Liu, Yipei Ye, Yang Yang
arXiv (Cornell University)OA

Vision Large Language Models (VLLMs) have achieved remarkable success in modern text-rich visual understanding. However, their perceptual robustness in the face of the continuous morphological evolution of historical writing systems remains largely unexplored. Existing ancient text datasets typically focus on isolated historical periods, failing to capture the systematic visual distribution shifts spanning thousands of years. To bridge this gap and empower Digital Humanities, we introduce Chroni

Computer Vision and Pattern RecognitionComputer Science
9
논문|인용수 0·2026
A mobile exercise management application based on exercise preferences in older adults with mild cognitive impairment: a development and usability study
Ji Yan, Tingxuan Wang, Yang Yang, Shiyu Zhou, Zhuoling Li, Zhifei Chen, Ziqi Chen, Hanyang Sun, Xia Wan, Mengyue Zhang
SJR Q1BMC GeriatricsOA

BACKGROUND: While physical activity (PA) has protective effects in mitigating dementia progression among individuals with mild cognitive impairment (MCI), suboptimal exercise adherence remains a critical barrier. Mobile health technology, when integrated with preference-based personalization strategies, may enhance adherence through tailored interventions. However, empirical evidence validating the feasibility of exercise preference-driven mobile solutions for populations with MCI remains limite

DemographySocial Sciences
10
preprint|인용수 0·2026
Lignin-related growth–defense trade–off is associated with divergent saline–alkalineadaptation in two Leymus chinensis cultivars
Jie Gao, Feng Li, Yang Yang, Chen Zhang, Wenlong Li, Junjie Duan, Ya Tao
SSRN Electronic JournalOA
Molecular BiologyBiochemistry, Genetics and Molecular Biology
11
논문|인용수 0·2026
Supplementary document for Spatio-spectral coupling of three-dimensional dissipative solitons - 7888014.pdf
Zhijin Xiong, Wei Lin, Yuwen Liang, Yuankai Guo, Yang Yang, Xiaoming Wei
FigshareOA

Spatio-spectral coupling in spatio-temporally mode-locked fiber laser: supplement

Atomic and Molecular Physics, and OpticsPhysics and Astronomy
12
preprint|인용수 0·2026
Construction of CdS/Co₃O₄ Composite Catalysts with Photocorrosion Inhibition for Photocatalytic Hydrogen Evolution
Shuai Wang, Peiyao Chen, Lin Qi, Changhao Yao, Huiquan Gu, Yang Yang, Baojiang Jiang
SSRN Electronic JournalOA
Renewable Energy, Sustainability and the EnvironmentEnergy
13
논문|인용수 0·2026
Biosignal Fingerprinting: A Cross-Modal PPG-ECG Foundation Model
Zhangdaihong Liu, Chang Liu, Fenglin Liu, Yixuan Chen, Yang Yang, David A. Clifton, Xiao Gu
ArXiv.orgOA

Cardiovascular disease remains the leading cause of global mortality, yet scalable cardiac monitoring is hindered by the gap between diagnostic-rich ECG and ubiquitous wearable PPG. Bridging this gap requires representations that are compact, transferable across modalities and devices, and deployable without task-specific retraining. Here we introduce biosignal fingerprints: compact latent representations of cardiovascular state derived from a cross-modal foundation model, the Multi-modal Masked

Cardiology and Cardiovascular MedicineMedicine

대표 연구 분야

Atomic and Molecular Physics, and OpticsComputer Vision and Pattern RecognitionPublic Health, Environmental and Occupational HealthDemographyMolecular BiologyRenewable Energy, Sustainability and the Environment

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