Research Hub



2021

HybridSynchAADL: Modeling and Formal Analysis of Virtually Synchronous CPSs in AADL [arxiv] [github]

Jaehun Lee, Sharon Kim, Kyungmin Bae, Peter Ölveczky

International Conference on Computer-Aided Verification (CAV)

Embedding Transfer with Label Relaxation for Improved Metric Learning [arxiv] [github]

Sungyeon Kim, Dongwon Kim, Minsu Cho, Suha Kwak

IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2021)

On the Distribution of Penultimate Activations of Classification Networks [arxiv]

Minkyo Seo*, Yoonho Lee*, Suha Kwak

The Conference on Uncertainty in Artificial Intelligence (UAI 2021)

ACN: Occlusion-tolerant Face Alignment by Attentional Combination of Heterogeneous Regression Networks [arxiv]

Hyunsung Park, Daijin Kim

Pattern Recognition

STAD: Stable Video Depth Estimation [arxiv] [github]

Hyunmin Lee, Jaesik Park

The 28th IEEE International Conference on Image Processing (2021)

Self-Calibrating Neural Radiance Fields [arxiv] [github]

Yoonwoo Jeong, Seokjun Ahn, Christopher Choy, Animashree Anandkumar, Minsu Cho, Jaesik Park

2021 International Conference on Computer Vision

Deep Hough Voting for Robust Global Registration [arxiv]

Junha Lee, Seungwook Kim, Minsu Cho, Jaesik Park

2021 International Conference on Computer Vision

Deep Virtual Markers for Articulated 3D Shapes [arxiv] [github]

Hyomin Kim, Jungeon Kim, Jaewon Kam, Jaesik Park, Seungyong Lee

2021 International Conference on Computer Vision

Recycling Sampling Timing Offset of Wi-Fi for Estimating Multiple ToFs of Superimposed Signal [arxiv]

Jaegook Lee, Jio Gim, Young Deok Park, Young-Joo Suh

IEEE Communications Letters

FDCR: A Full-Duplex Collision Resolution Scheme for Next-Generation Wireless LAN [arxiv]

Hyeongwoo Jo, Hyeongtae Ahn, Eunhyun Kim, Young-Joo Suh

IEEE Communications Letters

Progressive Mesh-based HTTP Adaptive Augmented Reality Streaming System [arxiv]

Hyunmin Noh, Giseok Park, Hwangjun Song

IEEE 46th Conference on Local Computer Networks (LCN) 2021

Shortest Rectilinear Path Queries to Rectangles in a Rectangular Domain [arxiv]

Mincheol Kim, Sang Duk Yoon, Hee-kap Ahn

COMPUTATIONAL GEOMETRY-THEORY AND APPLICATIONS

Largest triangles in a polygon [arxiv]

Seungjun Lee, Taekang Eom, Hee-kap Ahn

COMPUTATIONAL GEOMETRY-THEORY AND APPLICATIONS

Efficient planar two-center algorithms [arxiv]

Jongmin Choi, Hee-kap Ahn

COMPUTATIONAL GEOMETRY-THEORY AND APPLICATIONS

Maximum-area and maximum-perimeter rectangles in polygons [arxiv]

Yujin Choi, Seungjun Lee, Hee-kap Ahn

COMPUTATIONAL GEOMETRY-THEORY AND APPLICATIONS

Rearranging a Sequence of Points onto a Line [arxiv]

Taehoon Ahn, Jongmin Choi, Chaeyoon Chung, Hee-kap Ahn, Sang Won Bae, Sang Duk Yoon

33rd Canadian Conference on Computational Geometry (CCCG 2021)

Intersecting Disks Using Two Congruent Disks [arxiv]

Byeonguk Kang, Jongmin Choi, Hee-kap Ahn

32nd International Workshop on Combinatorial Algorithms (IWOCA 2021)

Covering Convex Polygons by Two Congruent Disks [arxiv]

Jongmin Choi, Dahye Jeong, Hee-kap Ahn

32nd International Workshop on Combinatorial Algorithms (IWOCA 2021)

Intersecting Disks using Two Congruent Disks [arxiv]

Byeonguk Kang, Jongmin Choi, Hee-kap Ahn

37th European Workshop on Computational Geometry

Shortest Rectilinear Path Queries to Rectangles in a Rectangular Domain [arxiv]

Mincheol Kim, Sang Duk Yoon, Hee-kap Ahn

14th Latin American Theoretical Information Symposium

Reachability Problems for Transmission Graphs [arxiv]

Shinwoo An, Eunjin Oh

Workshop on Algorithms and Data Structures (WADS 2021)

Gradient Inversion with Generative Image Prior [arxiv]

Jinwoo Jeon*, Jaechang Kim*, Kangwook Lee, Sewoong Oh, and Jungseul Ok

International Workshop on Federated Learning for User Privacy and Data Confidentiality in Conjunction with ICML 2021

Learnable Dynamic Temporal Pooling for Time Series Classification [arxiv] [github]

Dongha Lee, Seonghyeon Lee, Hwanjo Yu

Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI’21)

Bidirectional Distillation for Top-K Recommender System [arxiv] [github]

Wonbin Kweon, SeongKu Kang, Hwanjo Yu

The Web Conference (WWW’21)

Learning Heterogeneous Temporal Patterns of User Preference for Timely Recommendation [arxiv] [github]

Junsu Cho, Dongmin Hyun, SeongKu Kang, Hwanjo Yu

The Web Conference (WWW’21)

Unsupervised Proxy Selection for Session-based Recommender Systems [arxiv] [github]

Junsu Cho, SeongKu Kang, Dongmin Hyun, Hwanjo Yu

ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR’21)

Bootstrapping User and Item Representations for One-Class Collaborative Filtering [arxiv] [github]

Dongha Lee, SeongKu Kang, Hyunjun Ju, Chanyoung Park, Hwanjo Yu

ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR’21)

Out-of-manifold Regularization in Contextual Embedding Space for Text Classification [arxiv] [github]

Seonghyeon Lee, Dongha Lee, Hwanjo Yu

Annual Meeting of the Association for Computational Linguistics (ACL’21)

Topology Distillation for Recommender System [arxiv] [github]

SeongKu Kang, Junyoung Hwang, Wonbin Kweon, Hwanjo Yu

ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD’21)

StyleCariGAN: Caricature Generation via StyleGAN Feature Map Modulation [arxiv] [github]

Wonjong Jang, Gwangjin Ju, Yucheol Jung, Jiaolong Yang, Xin Tong, Seungyong Lee

ACM Transaction on Graphics (SIGGRAPH 2021)

Recurrent Vidoe Deblurring with Blur-Invariant Motion Estimation and Pixel Volumes [arxiv] [github]

Hyeongseok Son, Junyong Lee, Jonhyeop Lee, Sunghyun Cho, Seungyong Lee

ACM Transaction on Graphics

Spatiotemporal Texture Reconstruction for Dynamic ObjectsUsing a Single RGB-D Camera [arxiv] [github]

Hyomin Kim, Jungeon Kim, Hyeonseo Nam, Jaesik Park, Seungyong Lee

42nd Annual Conference of the European Association for Computer Graphics (EuroGraphics)

Iterative Filter Adaptive Network for Single Image Defocus Deblurring [arxiv] [github]

Junyong Lee, Hyeongseok Son, Jaesung Rim, Sunghyun Cho, Seungyong Lee

Conference on Computer Vision and Pattern Recognition (CVPR 2021)

Single Image Defocus Deblurring Using Kernel-Sharing Parallel Atrous Convolutions [arxiv] [github]

Hyeongseok Son, Junyong Lee, Sunghyun Cho, Seungyong Lee

International Conference on Computer Vision (ICCV 2021)

Deep Virtual Markers for Articulated 3D Shapes [arxiv] [github]

Hyomin Kim, Jungeon Kim, Jaewon Kam, Jaesik Park, Seungyong Lee

International Conference on Computer Vision (ICCV 2021)

GAN Inversion for Out-of-Range Images with Geometric Transformations [arxiv]

Kyoungkook Kang, Seongtae Kim, Sunghyun Cho

International Conference on Computer Vision (ICCV 2021)

Adaptation of Back-translation to Automatic Post-Editing for Synthetic Data Generation [arxiv]

WonKee Lee, Baikjin Jung, Jaehun Shin, Jong-Hyeok Lee

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume

Exploration of Effective Attention Strategies for Neural Automatic Post-editing with Transformer [arxiv]

Jaehun Shin, Wonkee Lee, Byung-Hyun Go, Baikjin Jung, Youngkil Kim, Jong-Hyeok Lee

ACM Transactions on Asian and Low-Resource Language Information Processing

Gated dynamic convolutions with deep layer fusion for abstractive document summarization [arxiv]

Hongseok Kwon, Byung-Hyun Go, Juhong Park, Wonkee Lee, Yewon Jeong, Jong-Hyeok Lee

COMPUTER SPEECH AND LANGUAGE

Tag Assisted Neural Machine Translation of Film Subtitles [arxiv]

Aren Siekmeier, 이원기, 권홍석, 이종혁

Proceedings of the 18th International Conference on Spoken Language Translation

Transformer-based Screenplay Summarization Using Augmented Learning Representation with Dialogue Information [arxiv]

이명지, 권홍석, 신재훈, 이원기, 정백진, 이종혁

Proceedings of the Third Workshop on Narrative Understanding

감성 정보를 활용한 자동 각본 요약 [arxiv]

이명지, 권홍석, 신재훈, 이종혁

한국컴퓨터종합학술대회 논문집

N-gram 사용량 조절을 통한 딥러닝 기반 Chit-chat 대화시스템의 Generic한 응답 생성 제어 [arxiv]

오재영, 방지수, 신재훈, 이종혁

한국컴퓨터종합학술대회 논문집

다중 인코더 구조를 활용한 기계번역 품질 예측 [arxiv]

허담, 이원기, 신재훈, 권홍석, 이종혁

한국컴퓨터종합학술대회 논문집

Improving Subtitle Translation with Automatic Named Entity Recognition [arxiv]

Aren Siekmeier, 이종혁

한국컴퓨터종합학술대회 논문집

BERT를 활용한 크로스도메인 슬롯 채우기 [arxiv]

허성환,이원기,이종혁

한국컴퓨터종합학술대회 논문집

Relational Embedding for Few-Shot Classification [arxiv] [github]

Dahyun Kang, Heeseung Kwon, Juhong Min, Minsu Cho

International Conference on Computer Vision (ICCV) 2021

Learning to Discover Reflection Symmetry via Polar Matching Convolution [arxiv] [github]

Ahyun Seo, Woohyeon Shim, Minsu Cho

International Conference on Computer Vision (ICCV) 2021

Deep Hough Voting for Robust Global Registration [arxiv] [github]

Junha Lee, Seungwook Kim, Minsu Cho, Jaesik Park

International Conference on Computer Vision (ICCV) 2021

Hypercorrelation Squeeze for Few-Shot Segmentation [arxiv] [github]

Juhong Min, Dahyun Kang, Minsu Cho

International Conference on Computer Vision (ICCV) 2021

Self-Calibrating Neural Radiance Fields [arxiv] [github]

Yoonwoo Jeong, Seokjun Ahn, Christopher Choy, Animashree Anandkumar, Minsu Cho, Jaesik Park

International Conference on Computer Vision (ICCV) 2021

Learning Self-Similarity in Space and Time as Generalized Motion for Video Action Recognition [arxiv] [github]

Heeseung Kwon, Manjin Kim, Suha Kwak, Minsu Cho

International Conference on Computer Vision (ICCV) 2021

Improving Viewing Experiences of First-Person Shooter Gameplays with Automatically-Generated Motion Effects [arxiv]

Gyeore Yun, Hyoseung Lee, Sangyoon Han, and Seungmoon Choi

Conference on Human Factors in Computing Systems (CHI)

Length Perception Model for Handheld Controllers: The Effects of Diameter and Inertia [arxiv]

Chaeyong Park, Jinsoo Kim, and Seungmoon Choi

IEEE Transactions on Haptics (ToH)

Driving Skill Modeling Using Neural Networks for Performance-Based Haptic Assistance [arxiv]

Hojin Lee, Hyoungkyun Kim, and Seungmoon Choi

IEEE Transactions on Human-Machine Systems

Camera Space Synthesis of Motion Effects Emphasizing a Moving Object in 4D films [arxiv]

Sangyoon Han, Gyeore Yun, and Seungmoon Choi

IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR)

Virtual Reality–Based Psychotherapy in Social Anxiety Disorder: fMRI Study Using a Self-Referential Task [arxiv]

Ji-Won Hur, Hyemin Shin, Dooyoung Jung, Heon-Jeong Lee, Sungkil Lee, Gerard J. Kim, Chung-Yean Cho, Seungmoon Choi, Seung-Moo Lee, and Chul-Hyun Cho

JMIR Mental Health

Investigating perceived emotions and affects of a scene, and the user satisfaction with motion effects in 4D movies [arxiv]

Dong Yeong Jeong, Sung H. Han, Seungmoon Choi, Dawoon Jeong, and Kimin Kwon

International Journal of Industrial Ergonomics

Investigating 4D movie audiences’ emotional responses to motion effects and empathy [arxiv]

Dawoon Jeong, Sung H. Han, Dongyeong Jeong, Kimin Kwon, and Seungmoon Choi

Computers in Human Behavior

Multi-Contact Stiffness and Friction Augmentation Using Contact Centroid-Based Normal-Tangential Force Decomposing [arxiv]

Sunghoon Yim, Seungmoon Choi, and Seokhee Jeon

IEEE World Haptics Conference (WHC)

차량 내 가상 버튼에서의 멀티센서리 효과 [arxiv]

Younggyu Lee, Jinsoo Kim, Chaeyong Park, Seungmoon Choi, Eunil Lee, Hyeonju, Ahn, ByungseokKong

한국 HCI학회 학술대회

인터랙티브 VR 스포츠 어플리케이션을 위한 다중감각 햅틱 렌더링 [arxiv]

Minjae Mun, Seungjae Oh, Chaeyong Park, and Seungmoon Choi

한국정보과학회 한국컴퓨터종합학술대회

Vibrotactile Metaphor of Physical Interaction Using Body-Penetrating Phantom Sensations: Stepping on a Virtual Object [arxiv]

Dajin Lee, Seungjae Oh, Seungmoon Choi, and Bum-Jae You

IEEE World Haptics Conference (WHC)

Perceived Hardness of Virtual Surface: A Function of Stiffness, Damping, and Contact Transien [arxiv]

Hyejin Choi, Amit Bhardwaj, Gyeore Yun, and Seungmoon Choi

IEEE World Haptics Conference (WHC)

Perceived Magnitude Function of Friction Rendered by the Dahl Model [arxiv]

Beomsu Lim, Junkyeong Choi, Yongjae Yoo, and Seungmoon Choi

IEEE World Haptics Conference (WHC)

iTurboGraph: Scaling and Automating Incremental Graph Analytics [arxiv]

Seongyun Ko, Taesung Lee, Kijae Hong, Wonseok Lee, In Seo, Jiwon Seo, Wook-Shin Han

47th Int’l Conf. on Management of Data

Deep Q‐network‐based auto scaling for service in a multi‐access edge computing environment [arxiv] [github]

Do-Young Lee,Se-Yeon Jeong,Kyung-Chan Ko,Jae-Hyoung Yoo,James Won-Ki Hong

International Journal of Network Management

PPTMon: Real-time and Fine-grained Packet Processing Time Monitoring in Virtual Network Functions [arxiv]

Nguyen Van Tu, Jae-Hyoung Yoo, James Won-Ki Hong

IEEE Transactions on Network and Service Management

Graph neural network-based virtual network function deployment optimization [arxiv]

Hee-Gon Kim, Suhyun Park, Stanislav Lange, Doyoung Lee, Dongnyeong Heo, Heeyoul Choi, Jae-Hyoung Yoo, James Won-Ki Hong

International Journal of Network Management (IJNM)

그래프 신경망을 이용한 VNF 관리 시스템 [arxiv]

김희곤, 유재형, 홍원기

KNOM 2021

머신러닝을 이용한 서버 장애 예측 기반 VNF Live Migration [arxiv]

정세연, 유재형, 홍원기

KNOM 2021

Deep Q-Networks 기반 Service Function Chaining 구성 연구 [arxiv]

이도영, 유재형, 홍원기

KNOM 2021

로그 및 자원 분석을 통한 VNF 고장 예측에 관한 연구 [arxiv]

남석현, 홍지범, 유재형, 홍원기

KNOM 2021

웹 기반 영상회의에서 딥 러닝 모델 적용을 위한 방법 연구 [arxiv]

유상우, 고경찬, 홍원기

KNOM 2021

블록체인 기반 CBDC 아키텍처 및 트랜잭션 키 관리 시스템 설계 [arxiv]

한정수, 김정헌, 허강욱, 전윤서, 우종수, 홍원기

KNOM 2021

Gossip 기반 P2P 라우팅을 통한 블록체인 성능 개선 연구 [arxiv]

최원석, 강창훈, 홍원기

KNOM 2021

Opcode 디스어셈블러와 기계 학습 기반의 트랜잭션 패턴 분석을 이용한 이더리움 스캠 컨트랙트 및 악성 유저 탐지 시스템 설계 [arxiv]

이채현, 고경찬, 우종수, 홍원기

KNOM 2021

사물인터넷(IoT)에서의 블록체인 활용 관련 연구동향 분석 [arxiv]

강창훈, 최원석, 우종수, 홍원기

KNOM 2021

가상 네트워크 관리를 위한 기계학습 기반 이상 탐지 시스템 설계 [arxiv]

홍지범, 남석현, 유재형, 홍원기

KNOM 2021

비지도 학습 기반 딥러닝 모델을 활용한 가상 네트워크 비정상 행위 탐지에 관한 연구 [arxiv]

이청준, 홍지범, 최희열

KNOM 2021

Streaming Pattern Based Feature Extraction for Training Neural Network Classifier to Predict Quality of VOD services [arxiv]

Suman Pandey, Mi Jung Choi, Jae-Hyung Yoo, James Won-Ki Hong

The 17th IFIP/IEEE International Symposium on Integrated Network Management (IM 2021)

GRU and EdgeQ-Learning based Traffic Prediction and Scaling of SFC [arxiv]

Suman Pandey, Jae-Hyung Yoo, James Won-Ki Hong

The 7th IEEE International Conference on Network Softwarization (NetSoft 2021)

Reinforcement Learning based Load Balancing for Data Center Networks [arxiv]

Jiyoon Lim, Jae-Hyoung Yoo, James Won-Ki Hong

2021 IEEE 7th International Conference on Network Softwarization (NetSoft)

Machine Learning-Based Auto-Scaler for Video Conferencing Systems [arxiv] [github]

Petra Gabriela Petra, Doyoung Lee, Nguyen Tu, James Won-Ki Hong

The 7th IEEE International Conference on Network Softwarization (NetSoft 2021)

MomentMeld: AI-augmented Mobile Photographic Memento towards Mutually Stimulatory Inter-generational Interaction [arxiv]

Bumsoo Kang, Seungwoo Kang, Inseok Hwang

2021 ACM SIGCHI Conference on Human Factors in Computing Systems (CHI 2021)

Hivemind: social control-and-use of IoT towards democratization of public spaces [arxiv]

Wonjung Kim, Seungchul Lee, Youngjae Chang, Taegyeong Lee, Inseok Hwang, Junehwa Song

19th ACM International Conference on Mobile Systems, Applications and Services (MobiSys 2021)

Facilitating in-situ shared use of IoT actuators in public spaces [arxiv]

Wonjung Kim, Seungchul Lee, Youngjae Chang, Taegyeong Lee, Inseok Hwang, Junehwa Song

19th ACM International Conference on Mobile Systems, Applications and Services (MobiSys 2021, Demo Paper)

2020

Maude-SE: a Tight Integration of Maude and SMT Solvers [arxiv] [github]

Geunyeol Yu, Kyungmin Bae

International Workshop on Rewriting Logic and its Applications (WRLA)

PeerBFT: Making Hyperledger Fabric’s Ordering Service Withstand Byzantine Faults [arxiv]

Jeonghyun Ma, Yongrae Jo, Chanik Park

IEEE ACCESS

“Toward Trustworthy Blockchain-as-a-Service with Auditing” [arxiv] [github]

Yongrae Jo, Jeonghyun Ma, Chanik Park

40th IEEE International Conference on Distributed Computing Systems (ICDCS 2020)

“FabAsset: Unique Digital Asset Management System for Hyperledger Fabric” [arxiv] [github]

Sangwon Hong, Yoongdoo Noh, Jeyoung Hwang, Chanik Park

2nd IEEE International Workshop on Blockchain and Mobile Applications (BlockApp 2020)

A CNN-based 3D Human Pose Estimation based on Projection of Depth and Ridge Data [arxiv]

Yeonho Kim, Daijin Kim

Pattern Recognition

Multi-task Learning with Future States for Vision-based Autonomous Driving [arxiv]

Inhan Kim, Hyemin Lee, Joonyeong Lee, Eunseop Lee, Daijin Kim

Asian Conference on Computer Vision

VAN: Versatile Affinity Network for End-to-end Online Multi-object Tracking [arxiv]

Hyemin Lee, Inhan Kim, Daijin Kim

Asian Conference on Computer Vision

Compiler-Assisted Semantic-Aware Encryption for Efficient and Secure Serverless Computing [arxiv] [github]

Bongjun Kim, Seonyeong Heo, Jaeho Lee, Shinnung Jeong, Yongwoo Lee, and Hanjun Kim

IEEE Internet of Things Journal

ContraGAN: Contrastive Learning for Conditional Image Generation [arxiv] [github]

Minguk Kang, Jaesik Park

Advances in Neural Information Processing Systems 33

Collision decoding and reporting: A new collision resolution approach using full-duplex radio in WLANs [arxiv]

Hyeongtae Ahn, Hyeongwoo Jo, Young Deok Park, Seung-Hyun Jeong, Young-Joo Suh

Ad Hoc Networks

Congestion-aware HTTP adaptive streaming system over SDN-enabled Wi-Fi network [arxiv]

Hyunmin Noh, Hwanwook Lee, Yunmin Go, Hyun Park, Jongman Lee, Jaewoo Kim, Hwangjun Song

Wiley Concurrency and Computation: Practice and Experience

Cloud-assisted Augmented Reality Streaming Service System: Architecture Design and Implementation [arxiv]

Hyunmin Noh, Hwangjun Song

2020 IEEE International Conference on Visual Communications and Image Processing (VCIP)

Shortest-Path Queries in Geometric Networks. [arxiv]

Eunjin Oh

International Symposium on Algorithms and Computation (ISAAC 2020)

Interest Sustainability-Aware Recommender System [arxiv] [github]

Dongmin Hyun, Junsu Cho, Chanyoung Park, Hwanjo Yu

IEEE International Conference on Data Mining (ICDM’20)

Harmonized Representation Learning on Dynamic EHR Graphs [arxiv] [github]

Dongha Lee, Xiaoqian Jiang, Hwanjo Yu

Journal of the American Medical Informatics Association

Learning to Utilize Auxiliary Reviews for Recommendation [arxiv]

Dongmin Hyun, Chanyoung Park, Junsu Cho, Hwanjo Yu

Information Sciences

DE-RRD: A Knowledge Distillation Framework for Recommender System [arxiv] [github]

SeongKu Kang, Junyoung Hwang, Wonbin Kweon, Hwanjo Yu

ACM Conf. Information and Knowledge Management (CIKM)

Building Large-Scale English and Korean Datasets for Aspect-Level Sentiment Analysis in Automotive Domain [arxiv]

Dongmin Hyun, Junsu Cho, Hwanjo Yu

International Conference on Computational Linguistics (COLING’20)

Convolutional Neural Networks with Compression Complexity Pooling for Out-of-Distribution Image Detection [arxiv] [github]

Sehun Yu, Dongha Lee, Hwanjo Yu

International Joint Conference on Artificial Intelligence (IJCAI’20)

Deep Color Transfer using Histogram Analogy [arxiv] [github]

Junyong Lee, Hyeongseok Son,Gunhee Lee, Jonghyeop Lee, Sunghyun Cho, Seungyong Lee

Visual Computer

Listening-oriented response generation by exploiting user responses [arxiv]

Jeesoo Bang, Sangdo Han, Jong-Hyeok Lee

PATTERN RECOGNITION LETTERS

Noising Scheme for Data Augmentation in Automatic Post-Editing [arxiv] [github]

이원기, 신재훈, 정백진, 이지형, 이종혁

The Fifth Conference on Machine Translation (at EMNLP 2020)

POSTECH-ETRI’s Submission to the WMT2020 APE Shared Task: Automatic Post-Editing with Cross-lingual Language Mode [arxiv]

이지형, 이원기, 신재훈, 정백진, 김영길, 이종혁

The Fifth Conference on Machine Translation (at EMNLP 2020)

무작위 문장 삽입 노이징을 적용한 BART 기반의 한국어 문서 생성 요약 [arxiv]

박주홍, 권홍석, 이종혁

제32회 한글 및 한국어정보처리 학술대회

요점만 남긴 신문 기사: 한국어 표제 형식 문서 요약 데이터셋 [arxiv]

권홍석, 고병훈, 박주홍, 이명지, 오재영, 허담, 이종혁

제32회 한글 및 한국어정보처리 학술대회

번역문 사후교정을 위한 교차언어 모델 기반 전이학습 [arxiv]

이지형, 이원기, 김영길, 이종혁

한국컴퓨터종합학술대회 논문집

POSTECH Submission on Duolingo Shared Task [arxiv]

박준수,권홍석,이종혁

Proceedings of the Fourth Workshop on Neural Generation and Translation

CircleGAN: Generative Adversarial Learning across Spherical Circles [arxiv] [github]

Woohyeon Shim, Minsu Cho

Conference on Neural Information Processing Systems (NeurIPS) 2020

Convolutional Hough Matching Networks [arxiv] [github]

Juhong Min, Minsu Cho

Conference on Computer Vision and Pattern Recognition (CVPR) 2020

Embedding Transfer with Label Relaxation for Improved Metric Learning [arxiv] [github]

Sungyeon Kim, Dongwon Kim, Minsu Cho, Suha Kwak

Conference on Computer Vision and Pattern Recognition (CVPR) 2020

Augmenting Physical Buttons with Vibrotactile Feedback for Programmable Feels [arxiv]

Chaeyong Park, Jinhyuk Yoon, Seungjae Oh, and Seungmoon Choi

ACM Symposium on User Interface Software and Technology (UIST)

Effectiveness of a Participatory and Interactive Virtual Reality Intervention in Patients With Social Anxiety Disorder: Longitudinal Questionnaire Study [arxiv]

Hyun-Jin Kim, Seulki Lee, Dooyoung Jung, Ji-Won Hur, Heon-Jeong Lee, Sungkil Lee, Gerard J. Kim, Chung-Yean Cho, Seungmoon Choi, Seung-Moo Lee, and Chul-Hyun Cho

Journal of Medical Internet Research

Magnetorheological Fluid Haptic Shoes for Walking in VR [arxiv]

Tae-Heon Yang, Hyungki Son, Sangkyu Byeon, Hyunjae Gil, Inwook Hwang, Gwanghyun Jo, Seungmoon Choi, Sang-Youn Kim, and Jin Ryong Kim

IEEE Transactions on Haptics (ToH)

Magnetorheological Fluid Haptic Shoes for Walking in VR [arxiv]

Tae-Heon Yang, Hyungki Son, Sangkyu Byeon, Hyunjae Gil, Inwook Hwang, Gwanghyun Jo, Seungmoon Choi, Sang-Youn Kim, and Jin Ryong Kim

IEEE Transactions on Haptics (ToH)

Natural language to SQL: Where are we today? [arxiv]

Hyeonji Kim, Byeong-Hoon So, Wook-Shin Han, Hongrae Lee

46th Int’l Conf. on Very Large Data Bases (VLDB) / Proc. the VLDB Endowment (PVLDB)

A Network Intelligence Architecture for Efficient VNF Lifecycle Management [arxiv] [github]

Stanislav Lange, Nguyen Van Tu, Se-Yeon Jeong, Do-Young Lee, Hee-Gon Kim, Jibum Hong, Jae-Hyoung Yoo, James Won-Ki Hong

IEEE Transactions on Network and Service Management

Q-learning Based Service Function Chaining Using VNF Resource-aware Reward Model [arxiv] [github]

Doyoung Lee, Jae-Hyoung Yoo, James Won-Ki Hong

The 21st Asia-Pacific Network Operations and Management Symposium (APNOMS 2020)

Machine Learning-based Optimal VNF Deployment [arxiv]

Suhyun Park, Hee-Gon Kim, Jibum Hong, Stanislav Lange, Jae-Hyoung Yoo, James Won-Ki Hong

The 21st Asia-Pacific Network Operations and Management Symposium (APNOMS 2020)

Graph Neural Network-based Virtual Network Function Management [arxiv]

Hee-Gon Kim, Suhyun Park, Stanislav Lange, Doyoung Lee, Dongnyeong Heo, Heeyoul Choi, Jae-Hyoung Yoo, James Won-Ki Hong

The 21st Asia-Pacific Network Operations and Management Symposium (APNOMS 2020)

Towards Blockchain-based Stainless Steel Tracking [arxiv]

Kyungchan Ko, Changhoon Kang, Youngbok Park, Jongsoo Woo, James Won-Ki Hong

The 21st Asia-Pacific Network Operations and Management Symposium (APNOMS 2020)

Oversampling Techniques for Detecting Bitcoin Illegal Transaction [arxiv]

Jungsu Han, Jongsoo Woo, Jame Won-Ki Hong

The 21st Asia-Pacific Network Operations and Management Symposium (APNOMS 2020)

Load Balancing Algorithm with Programmable Switch [arxiv]

Jiyoon Lim, Sukhyun Nam, Jae-Hyoung Yoo, James Won-Ki Hong

The 21st Asia-Pacific Network Operations and Management Symposium (APNOMS 2020)

A Machine Learning based SLA-Aware VNF Anomaly Detection Method in Virtual Networks [arxiv]

Jibum Hong, Suhyun Park, Jae-Hyoung Yoo, James Won-Ki Hong

The 11th International Conference on ICT Convergence (ICTC 2020)

Network Anomaly Detection Based on In-band Network Telemetry with RNN [arxiv] [github]

Sukhyun Nam, Jiyoon Lim, Jae-Hyoung Yoo, James Won-Ki Hong

2020 IEEE International Conference on Consumer Electronics – Asia (ICCE-Asia)

Graph Neural Network-based Virtual Network Function Deployment Prediction [arxiv]

Hee-Gon Kim, Suhyun Park, Dongnyeong Heo, Stanislav Lange, Heeyoul Choi, Jae-Hyoung Yoo, James Won-Ki Hong

16th International Conference on Network and Service Management (CNSM 2020)

Machine Learning based SLA-Aware VNF Anomaly Detection for Virtual Network Management [arxiv]

Jibum Hong, Suhyun Park, Jae-Hyoung Yoo, James Won-Ki Hong

16th International Conference on Network and Service Management (CNSM 2020)

Deep Q-Networks based Auto-scaling for Service Function Chaining [arxiv]

Doyoung Lee, Jae-Hyoung Yoo, James Won-Ki Hong,

16th International Conference on Network and Service Management (CNSM 2020)

Best next hop Load Balancing Algorithm with Inband network telemetry [arxiv]

Jiyoon Lim, Sukhyun Nam, Jae-Hyoung Yoo, James Won-Ki Hong

16th International Conference on Network and Service Management (CNSM 2020)

ERICA: enabling real-time mistake detection & corrective feedback for free-weights exercises [arxiv]

Meera Radhakrishnan, Darshana Rathnayake, Ong Koon Han, Inseok Hwang, Archan Misra

18th ACM Conference on Embedded Networked Sensor Systems (SenSys 2020)