Convergence Research융합연구

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SROS 2에서의 PQC적용 시 고려사항
  • 지찬웅, 김제인; 서승현
  • 2025년 한국정보보호학회 학술대회
  • 2025-06-30
로봇 조립 작업을 위한 키포인트 거리 기반 보상 함수의 유형에 따른 비교 실험
  • 신지섭, 유승환;윤종완;고병진;박태준
  • 한국정보기술학회 하계 종합학술대회 논문집
  • 2025-06-12
열처리 설비의 상태기반정비를 위한 불량률 기반 End-to-End 프레임워크
  • 이승재, 오홍;윤종완;고병진;박태준
  • 한국정보기술학회 하계 종합학술대회 논문집
  • 2025-06-12
의료 LLM의 Hallucination 완화를 위한 RAG 동향 연구
  • 소지연, 한지원;이연준
  • 한국정보보호학회 2025년 하계학술대회 (CISC-S'25)
  • 2025-06-25
대규모 언어 모델 기반 취약점 분석 기술 동향 분석
  • 황시준, 이연준
  • 한국정보보호학회 2025년 하계학술대회 (CISC-S'25)
  • 2025-06-25
CafeMed: Causal Attention Fusion Enhanced Medication Recommendation
  • Kelin Ren, Chan-Yang Ju;Dong-Ho Lee
  • The IEEE International Conference on Bioinformatics and Biomedicine
  • 2025-12-15
Modality Alignment with Multi-scale Bilateral Attention for Multimodal Recommendation
  • Kelin Ren, Chan-Yang Ju;Dong-Ho Lee
  • CIKM '25: Proceedings of the 34th ACM International Conference on Information and Knowledge Management
  • 2025-11-10
Prediction-Augmented Generation for Automatic Diagnosis Tasks
  • Chan-Yang Ju, Dong-Ho Lee
  • Findings of the Association for Computational Linguistics: ACL 2025
  • 2025-08-01
RespireSegNet: Analyzing Sleep Breathing Patterns with Deep Audio Segmentation
  • Yunu Kim, Jaemyung Shin, Minsam Ko
  • 2025 International Conference on Electronics, Information, and Communication (ICEIC)
  • 2025-01-19
Real-Time Human Action Prediction via Pose Kinematics
  • Niaz Ahmad, Saif Ullah;Jawad Khan;Youngmoon Lee
  • International Joint Conference on AI (IJCAI) Workshop
  • 2025-01-01
VISUALCENT: Visual Human Analysis using Dynamic Centroid Representation
  • Niaz Ahmad, Youngmoon Lee; Guanghui Wang
  • International Conference on Automatic Face and Gesture Recognition (FG)
  • 2025-05-26
Keypoints as Dynamic Centroids for Unified Human Pose and Segmentation
  • Niaz Ahmad, Jawad Khan; Kang G. Shin; Youngmoon Lee; Guanghui Wang
  • International Joint Conference on AI (IJCAI)
  • 2025-08-22
Crowd-Aware Path Planning and Visualization for Predictable Human Robot Interaction
  • Minseong Bae, Youngeun Choi; Youngseong Kim; Taeseong Ahn; Aron Lee; Junhwa Lee; Youngmoon Lee
  • International Conference on Humanoid Robots (Humanoid)
  • 2025-09-30
Kinematic Heatmap for Pose Estimation in Dynamic Human Motion
  • Saif Ullah, Gyurin Kim; Zahra Batool Jaffrey; Niaz Ahmad; Jawad Khan; Youngmoon Lee
  • International Conference on Humanoid Robots (Humanoid)
  • 2025-09-30
Poisoning Attacks on Multi-Agent Reinforcement Learning Systems
  • Chanyeok Choi, Jaehwan Cho; Youngmoon Lee
  • International Conference on Humanoid Robots (Humanoid)
  • 2025-10-01
Hierarchical Retrieval with Evidence Curation for Open-Domain Financial Question Answering on Standardized Documents
  • 최재영, 김지훈, 정우환
  • The 63rd Annual Meeting of the Association for Computational Linguistics
  • 2025-07-27
DP-FROST: Differentially Private Fine-tuning of Pre-trained Models with Freezing Model Parameters
  • 홍대영, 정우환, 심규석
  • Proceedings of the 31st International Conference on Computational Linguistics
  • 2025-01-19
Cardinality Estimation of LIKE Predicate Queries using Deep Learning
  • 권수용, 심규석, 정우환
  • ACM International Conference on Management of Data (SIGMOD)
  • 2025-06-22
ExpressPQDelivery: Toward Efficient and Immediately Deployable Post-Quantum Key Delivery for Web-of-Things
  • Jane Kim, Jung-Hun Kang; Hyunwoo Lee; Seung-Hyun Seo
  • WWW '25: The ACM Web Conference 2025
  • 2025-05-01
Can We Trust the Actionable Guidance from Explainable AI Techniques in Defect Prediction?
  • Gichan Lee, Hansae Ju, Scott Uk-Jin Lee
  • 2025 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER)
  • 2025-03-06
Exploration of Diffusion-Based Test Case Generation of Autonomous Driving Systems
  • Joonwoo Lee, Scott Uk-Jin Lee
  • International Conference on Electronics, Inforamtion and Communication (ICEIC) 2025
  • 2025-01-21
SCI
ApneaWhisper: Transformer-Based Audio Segmentation for Fine-Grained Non-Invasive Sleep Apnea Detection
  • Yunu Kim, Myeongbin Kim; Jaemyung Shin; Minsam Ko
  • Dove Medical Press
  • 2025-10-04
SCI
Estimating Sleep-Stage Distribution from Respiratory Sounds via Deep Audio Segmentation
  • Seungeon Choi, Joshep Shin;Yunu Kim;Jaemyung Shin;Minsam Ko
  • Sensors
  • 2025-10-10
SCI
Energy optimization and plant comfort management in smart greenhouses using the artificial bee colony algorithm
  • Muhammad Jawad, Fazli Wahid;Sikandar Ali;Yingliang Ma;Ahmed Alkhyyat;Jawad Khan;Youngmoon Lee
  • Scientific Reports
  • 2025-03-14
SCI
Robust ensemble classifier for advanced synthetic aperture radar target classification in diverse operational conditions
  • Noor Rahman, Muzammil Khan;Imran Khan;Jawad Khan;Youngmoon Lee
  • Scientific Reports
  • 2025-04-01
SCI
Hybrid Deep Neural Network with Domain Knowledge for Text Sentiment Analysis
  • Jawad Khan, Niaz Ahmad;Youngmoon Lee;Shah Khalid;Dildar Hussain
  • Mathematics
  • 2025-04-21
SCI
Developing SPIM-TA: A Maturity-Level Framework for Systematic Process Improvement in Software Testing Automation
  • Muhammad Faisal Abrar, Yasser Alharbi; Muhammad Alsaffar;Shah Hussain;Muhammad Saqib;Jawad Khan;Youngmoon Lee
  • Ain Shams Engineering Journal
  • 2025-05-03
SCI
Visual impairment prevention by early detection of diabetic retinopathy based on stacked auto-encoder
  • Shagufta Almas, Fazli Wahid; Sikandar Ali; Ahmed Alkhyyat; Kamran Ullah; Jawad Khan; Youngmoon Lee
  • Scientific Reports
  • 2025-05-13
SCI
"Unlocking the power of L1 regularization: A novel approach to taming overfitting in CNN for image classification"
  • Ramla Sheikh, Fazli Wahid; Sikandar Ali; Ahmed Alkhayyat; Yingling Ma; Jawad Khan; Youngmoon Lee
  • PLoS One
  • 2025-09-05
SCI
A Blockchain-Based Electric Vehicle Charging Cooperation Model
  • 이수진, 서승현; 강규병; Qin Hu
  • IEEE Transactions on Vehicular Technology
  • 2025-03-07