Moonseong Kim

Jong-Pil Jeong

Seung-Tak Oh

Hongseok Lee

Minhan Shon

Thang Le Duc

Duc Tai Le

Pankaj Thorat

Sanggil Yeoum

Syed Muhammad Raza

Rajesh Challa

Nguyen Tien Dung

Junghyun Bum

Dang Thien Binh

Vi Van Vo

Huigyu Yang

Lusungu Josh Mwasinga

Pham Van Nguyen

Nguyen Phuoc Bui

Sardar Jaffar Ali

Kim-Ngoc Le Thi

The Superintelligence Laboratory is an academic unit within the Sungkyunkwan University (SKKU). Our mission is to push the envelope of human live experience by conducting research and experimentation for applying state-of-the-art Artificial Intelligence (AI) methodologies in the fields of networking, computer vision, medical imaging, and data analytics.

수퍼인텔리전스 연구실은 성균관대학교(SKKU) 내의 학술 단위입니다. 저희의 목표는 네트워킹, 컴퓨터 비전, 의료 영상 및 데이터 분석 분야에서 최첨단 인공지능(AI) 방법론을 적용하기 위한 연구 및 실험을 수행하여 인간의 삶의 경험을 확장하는 것입니다.

Multi-modal fundus image registration with deep feature matching and image scaling

How to Predict Visual Field Defects from CFIs?

NDAS: Noise-Decomposed Abnormal Segmentation for Robust Medical Image Retrieval

UDP flow entry eviction strategy using Q-learning in software defined networking

Feature pool exploitation for disease detection in fundus images

Image Processing for Data Refinement and Enlargement using Deep Learning

Proactive network traffic prediction using generative adversarial network

SuperFlex: Network slicing based super flexible 5G architecture

Regional correlation aided mobile traffic prediction with spatiotemporal deep learning

An energy and distance aware data dissemination protocol based on SPIN in wireless sensor networks

Inaudible Dual Tone Data transmission for home appliances

A study on Overcoming Data Limitations and Representing Uncertainty in AI for Personalized Medical Predictions

Visual Field Prediction for Fundus Image with Generative AI

Real-time object detection with IoT using a smart cart

조도 센서를 이용한 머신 러닝 기반의 기울기 측정 시스템

An energy-efficient coverage pattern of wsns for high rate data transmissions

Minimal sleep delay driven aggregation tree construction in IoT sensor networks

Multi-Label Image Classification on Long-tailed Optical Coherence Tomography Dataset

Distributed Construction of Connected Cover Graph in Wireless Sensor Networks

A Downstream Routing Scheme for Software-Defined Wireless Sensor Networks

A Study of AI and Machine Learning in Preventive Medicine

Critical-path aware broadcast scheduling in duty-cycled Wireless Sensor Networks

A cluster-based MDS scheme for range-free localization in wireless sensor networks

Mobility-Aware Service Migration (MASM) Algorithms for Multi-Access Edge Computing

Energy-efficient coverage-guaranteed node scheduling models in sensor networks with random deployed sensors

심혈관대사 위험지표 예측을 위한 자가전파학습

Hybrid noise reduction for audio captured by drones

EdgeXR: Mobility-Supported Framework for Extended Reality Applications Deployment in Multi-Access Edge Computing

안저영상에 대한 심층 분류 모델 범용화

Unlocking the Potential of Chest X-Rays in Covid-19 Diagnosis: A Deep Learning Evaluation

딥러닝 기반 흉부 CT 폐종양 분할과 불확실성 분석

A dissemination protocol to guarantee data accessibility within N-hops for wireless sensor networks

Movement Attentive Graph Embedding for Improving Next Point of Access Prediction

MoGAN: GAN based next PoA selection for proactive mobility management

Chest radiographs enhancement with contrast limited adaptive histogram

Energy-efficient Delay-Aware Data Collection in Wireless Sensor Networks

A Dynamical Traffic-Aware Duty Cycle Adjustment MAC Protocol for Wireless Sensor Networks

Diabetic Retinopathy Grading in Ultra-widefield fundus image Using Deep Learning

Unsupervised Domain Adaptation with SAM-RefiSeR for Enhanced Brain Tumor Segmentation

Dynamic load balancing of local mobility anchors in software defined networking based proxy mobile IPv6

A Study on Automatic Alignment System based on Object Detection and Homography Estimation

Respiratory anomaly and disease detection using multi-level temporal convolutional networks

Data Efficient Image Classification for Retinal Disease Diagnosis

Trail-using ant behavior based energy

Spatiotemporal traffic analysis: Deep hybrid approach for resource and cyberattacks prediction

Virtual convex polygon based hole boundary detection and time delay based hole detour scheme in WSNs

Network slice admission model: Tradeoff between monetization and rejections

Delay-minimized energy-efficient data aggregation in wireless sensor networks

Efficient Shortest-Path Tree Construction Based on Graph Convolutional Networks

Mobile WSN 및 응용서비스 분석

Performance Comparison Analysis of Deep Learning-based Web Application Services on Cloud Platforms

From Masked Reconstructions to Disease Diagnostics: A Vision Transformer Approach for Fundus Images

Exploring energy-latency trade-off for broadcast in duty-cycled wireless sensor networks

Inaudible transmission system with selective dual frequencies robust to noisy surroundings

Deep mobile path prediction with shift-and-join and carry-ahead

Graph neural networks for iot data aggregation scheduling

Lightweight deep extraction networks for single image de-raining

Integrating temporal analysis with hybrid machine learning and deep learning models for enhanced air quality prediction

Towards on-demand mobility management in SDN

Performance comparison of ONNX Runtime on embedded device and possibility of new runtime

When Time Series Data Become Images: U-Net for Network Traffic Prediction

A Generator for Noise, Outlier, and Spike Anomalies in IoT Time-series Data

Audio Spectrogram Transformer for Respiratory Anomaly Detection

Energy-efficient Data Collection Using Fair Load Balancing in Wireless Sensor Networks

Delay Efficient Data Collection with Dynamic Traffic Patterns in Wireless Sensor Networks

안저 이미지에서 심혈관 건강지표를 예측하는 표준편차 기반 다중 출력 회귀 분석

Q-Learning-Based Time-Critical Data Aggregation Scheduling in IoT

AI-Driven Traffic-Aware Dynamic TDD Configuration in B5G Networks

Data Augmentation for Diabetic Retinopathy Grading in Fundus Images

A novel scheme for preventing Out-Of-Order Packets in fast handover for Proxy Mobile IPv6

Generative Adversarial Network based Mobility Prediction Model in Wireless Network

Link-delay-aware reinforcement scheduling for data aggregation in massive IoT

Efficient flooding scheme based on regular polygonal tiling in wireless ad hoc networks

Distributed Q-learning-based Shortest-Path Tree Construction in IoT Sensor Networks

UAV-aided sensory data aggregation: incremental clustering and scheduling approach

A novel multi-ACK based data forwarding scheme in wireless sensor networks

" 이거 어디서사?"-Mask R-CNN 기반 객체 분할을 활용한 패션 아이템 검색 시스템

Multi-label Classification of Fundus Images Using Deep Learning

A Route Optimization Scheme in PMIPv6

A Novel Probability-based Data Forwarding Scheme in Lossy Wireless Sensor Networks

무선센서네트워크에서 낮은 듀티 사이클을 이용한 패스 퀄리티 기반 에너지 효율적인 기회적 플러딩

동적 혈관 선택 기반 조건적 불변 학습을 통한 교차-도메인 Optic Disc 및 Cup 세그멘테이션

Monotone split and conquer for anomaly detection in IoT sensory data

Attention-aided generative learning for multi-scale multi-modal fundus image translation

AI-based International Movies Success Prediction in South Korea

No similarity attraction effect of ads on the ambivert, but interaction effect between ads and product personalities

Adaptive coverage adjustment for femtocell management in a residential scenario

Quality prediction of mobile video service based on radio access network log data

다중 인터페이스들이 존재하는 PMIPv6 환경에서의 끊김없는 핸드오버

Fast sensory data aggregation in IoT networks: Collision-resistant dynamic approach

Intelligent eviction strategy for efficient flow table management in openflow switches

The proposal for SDN supported future 5G networks

Plcd: Policy learning for capped service mobility downtime

텍스트 기반 사전지식을 활용한 당뇨망막병증 분류 성능 향상

Employing a novel two tiered network structure to extend the lifetime of WSNs

Dual-Branch Neural Networks for Predicting Shared Bikes

Distribution based Reliable Routing Scheme with Cooperative Nodes for Wireless Sensor Networks

Degree-based link scheduling for collision avoidance in distributed wireless sensor networks

Collaborative User Mobility Prediction in Distributed Edge Computing Framework

Super resolution with sparse gradient-guided attention for suppressing structural distortion

Method and Apparatus for Providing Information Based on Image

METHOD AND DEVICE FOR MANAGING MOBILE NODE OF SDN CONTROLLER

SDN 환경에서 flow의 이동성 요구사항에 따른 이동성 관리

METHOD AND APPARATUS FOR SCHEDULING IN WIRELESS NETWORK

OPENFLOW CONTROLLER AND CONTROL METHOD FOR SUPPORTING HANDOVER IN MOBILE IPV6 BASED ON SOFTWARE DEFINTIONNETWORK

SIGNAL OUTPUT APPARATUS, SIGNAL PROCESSING APPARATUS, AND SIGNAL PROCESSING METHOD

Daily contents updating teller toy and method for operating the same

RF4CE-based terminal and communication system thereof

Method and apparatus for providing related words for queries using word co-occurrence frequency

Systems for tracking kidnapped hostage tracking systems, transmitters used in the same, sensor network gateways used in the same, and methods of tracking kidnapped hostage

Wireless sensor network systems, method for placing a plurality of sensor nodes in wireless sensor network system, and methods for computing sensing energy consumption per area of a plurality of sensor nodes

SYSTEM AND METHOD FOR POLLING IN ETHERNET PASSIVE OPTICAL NETWORK

안저 이미지를 사용하여 바이오마커를 예측하는 방법

안저 이미지로부터 안구질환을 진단하는 방법과 그 장치

UFI(Ultra-wide-field Fundus Image) 변환 시스템 및 UFI 변환 방법

다중 레이블 유체 분할 및 분류 시스템 및 다중 레이블 유체 분할 및 분류방법

다중 안과 질환 식별과 예측 기반 레이블링 시스템 및 방법

SERVER OPERATION METHOD FOR PREDICTING MOBILITY OF USER TERMINAL AND SERVER THEREFOR

METHOD FOR OPERATING COMMUNICATION DEVICES FOR PAGING, AND COMMUNICATION DEVICES THEREFOR

SDN 컨트롤러의 모바일 노드 관리 방법 및 장치

SDN 환경에서 멀티 프로토콜 라벨 스위칭을 이용한 서비스별 이동성 관리 방법 및 장치

METHOS AND APPARATUS FOR SCHEDULING IN WIRELESS NETWORK

오류 복구를 위한 오픈플로우 스위치 , 오픈플로우 컨트롤러 및 오류 복구 방법

OpenFlow Controller and Control Method for Supporting Handover in Mobile IPv6 based on Software Definition Network

Signal output device, Signal Processing device, and Signal Processing method

Nfc tag and smart device featuring nfc

Signal output apparatus, signal processing apparatus, and signal processing method

Systems for tracking kidnapped hostage tracking systems, Transmitters used in the same, Sensor network gateways used in the same, and methods of tracking kidnapped hostage

Method and system for extending lifetime of sensor nodes in wireless sensor network

SUPERINTELLIGENCE Laboratory

교수님 소개

Hyunseung Choo

연구실 소개

연구실 키워드

알럼나이가 간 회사

연구실 지원 방법

대우 조건

연도별 논문 인용수

저널 & 학회 논문 출판 수

연구실 논문 목록

When Time Series Data Become Images: U-Net for Network Traffic Prediction

When Time Series Data Become Images: U-Net for Network Traffic Prediction

How to Predict Visual Field Defects from CFIs?

연구실 보유 특허

대학별 입시끈

우리 연구실 모집

교수님 소개

Hyunseung Choo

연구실 키워드

알럼나이가 간 회사

연구실 지원 방법

대우 조건

연도별 논문 인용수

저널 & 학회 논문 출판 수

연구실 논문 목록

When Time Series Data Become Images: U-Net for Network Traffic Prediction

When Time Series Data Become Images: U-Net for Network Traffic Prediction

How to Predict Visual Field Defects from CFIs?

연구실 보유 특허

최근 3년간 연구실적 높은 연구실

대학별 입시끈

우리 연구실 모집