Research Hub
2021
HybridSynchAADL: Modeling and Formal Analysis of Virtually Synchronous CPSs in AADL [arxiv] [github]
International Conference on Computer-Aided Verification (CAV)
Embedding Transfer with Label Relaxation for Improved Metric Learning [arxiv] [github]
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2021)
On the Distribution of Penultimate Activations of Classification Networks [arxiv]
The Conference on Uncertainty in Artificial Intelligence (UAI 2021)
ACN: Occlusion-tolerant Face Alignment by Attentional Combination of Heterogeneous Regression Networks [arxiv]
Pattern Recognition
STAD: Stable Video Depth Estimation [arxiv] [github]
The 28th IEEE International Conference on Image Processing (2021)
Self-Calibrating Neural Radiance Fields [arxiv] [github]
2021 International Conference on Computer Vision
Deep Hough Voting for Robust Global Registration [arxiv]
2021 International Conference on Computer Vision
Deep Virtual Markers for Articulated 3D Shapes [arxiv] [github]
2021 International Conference on Computer Vision
Recycling Sampling Timing Offset of Wi-Fi for Estimating Multiple ToFs of Superimposed Signal [arxiv]
IEEE Communications Letters
FDCR: A Full-Duplex Collision Resolution Scheme for Next-Generation Wireless LAN [arxiv]
IEEE Communications Letters
Progressive Mesh-based HTTP Adaptive Augmented Reality Streaming System [arxiv]
IEEE 46th Conference on Local Computer Networks (LCN) 2021
Shortest Rectilinear Path Queries to Rectangles in a Rectangular Domain [arxiv]
COMPUTATIONAL GEOMETRY-THEORY AND APPLICATIONS
Largest triangles in a polygon [arxiv]
COMPUTATIONAL GEOMETRY-THEORY AND APPLICATIONS
Efficient planar two-center algorithms [arxiv]
COMPUTATIONAL GEOMETRY-THEORY AND APPLICATIONS
Maximum-area and maximum-perimeter rectangles in polygons [arxiv]
COMPUTATIONAL GEOMETRY-THEORY AND APPLICATIONS
Rearranging a Sequence of Points onto a Line [arxiv]
33rd Canadian Conference on Computational Geometry (CCCG 2021)
Intersecting Disks Using Two Congruent Disks [arxiv]
32nd International Workshop on Combinatorial Algorithms (IWOCA 2021)
Covering Convex Polygons by Two Congruent Disks [arxiv]
32nd International Workshop on Combinatorial Algorithms (IWOCA 2021)
Intersecting Disks using Two Congruent Disks [arxiv]
37th European Workshop on Computational Geometry
Shortest Rectilinear Path Queries to Rectangles in a Rectangular Domain [arxiv]
14th Latin American Theoretical Information Symposium
Reachability Problems for Transmission Graphs [arxiv]
Workshop on Algorithms and Data Structures (WADS 2021)
Gradient Inversion with Generative Image Prior [arxiv]
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]
Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI’21)
Bidirectional Distillation for Top-K Recommender System [arxiv] [github]
The Web Conference (WWW’21)
Learning Heterogeneous Temporal Patterns of User Preference for Timely Recommendation [arxiv] [github]
The Web Conference (WWW’21)
Unsupervised Proxy Selection for Session-based Recommender Systems [arxiv] [github]
ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR’21)
Bootstrapping User and Item Representations for One-Class Collaborative Filtering [arxiv] [github]
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]
Annual Meeting of the Association for Computational Linguistics (ACL’21)
Topology Distillation for Recommender System [arxiv] [github]
ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD’21)
StyleCariGAN: Caricature Generation via StyleGAN Feature Map Modulation [arxiv] [github]
ACM Transaction on Graphics (SIGGRAPH 2021)
Recurrent Vidoe Deblurring with Blur-Invariant Motion Estimation and Pixel Volumes [arxiv] [github]
ACM Transaction on Graphics
Spatiotemporal Texture Reconstruction for Dynamic ObjectsUsing a Single RGB-D Camera [arxiv] [github]
42nd Annual Conference of the European Association for Computer Graphics (EuroGraphics)
Iterative Filter Adaptive Network for Single Image Defocus Deblurring [arxiv] [github]
Conference on Computer Vision and Pattern Recognition (CVPR 2021)
Single Image Defocus Deblurring Using Kernel-Sharing Parallel Atrous Convolutions [arxiv] [github]
International Conference on Computer Vision (ICCV 2021)
Deep Virtual Markers for Articulated 3D Shapes [arxiv] [github]
International Conference on Computer Vision (ICCV 2021)
GAN Inversion for Out-of-Range Images with Geometric Transformations [arxiv]
International Conference on Computer Vision (ICCV 2021)
Adaptation of Back-translation to Automatic Post-Editing for Synthetic Data Generation [arxiv]
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]
ACM Transactions on Asian and Low-Resource Language Information Processing
Gated dynamic convolutions with deep layer fusion for abstractive document summarization [arxiv]
COMPUTER SPEECH AND LANGUAGE
Tag Assisted Neural Machine Translation of Film Subtitles [arxiv]
Proceedings of the 18th International Conference on Spoken Language Translation
Transformer-based Screenplay Summarization Using Augmented Learning Representation with Dialogue Information [arxiv]
Proceedings of the Third Workshop on Narrative Understanding
감성 정보를 활용한 자동 각본 요약 [arxiv]
한국컴퓨터종합학술대회 논문집
N-gram 사용량 조절을 통한 딥러닝 기반 Chit-chat 대화시스템의 Generic한 응답 생성 제어 [arxiv]
한국컴퓨터종합학술대회 논문집
다중 인코더 구조를 활용한 기계번역 품질 예측 [arxiv]
한국컴퓨터종합학술대회 논문집
Improving Subtitle Translation with Automatic Named Entity Recognition [arxiv]
한국컴퓨터종합학술대회 논문집
BERT를 활용한 크로스도메인 슬롯 채우기 [arxiv]
한국컴퓨터종합학술대회 논문집
Relational Embedding for Few-Shot Classification [arxiv] [github]
International Conference on Computer Vision (ICCV) 2021
Learning to Discover Reflection Symmetry via Polar Matching Convolution [arxiv] [github]
International Conference on Computer Vision (ICCV) 2021
Deep Hough Voting for Robust Global Registration [arxiv] [github]
International Conference on Computer Vision (ICCV) 2021
Hypercorrelation Squeeze for Few-Shot Segmentation [arxiv] [github]
International Conference on Computer Vision (ICCV) 2021
Self-Calibrating Neural Radiance Fields [arxiv] [github]
International Conference on Computer Vision (ICCV) 2021
Learning Self-Similarity in Space and Time as Generalized Motion for Video Action Recognition [arxiv] [github]
International Conference on Computer Vision (ICCV) 2021
Improving Viewing Experiences of First-Person Shooter Gameplays with Automatically-Generated Motion Effects [arxiv]
Conference on Human Factors in Computing Systems (CHI)
Length Perception Model for Handheld Controllers: The Effects of Diameter and Inertia [arxiv]
IEEE Transactions on Haptics (ToH)
Driving Skill Modeling Using Neural Networks for Performance-Based Haptic Assistance [arxiv]
IEEE Transactions on Human-Machine Systems
Camera Space Synthesis of Motion Effects Emphasizing a Moving Object in 4D films [arxiv]
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]
JMIR Mental Health
Investigating perceived emotions and affects of a scene, and the user satisfaction with motion effects in 4D movies [arxiv]
International Journal of Industrial Ergonomics
Investigating 4D movie audiences’ emotional responses to motion effects and empathy [arxiv]
Computers in Human Behavior
Multi-Contact Stiffness and Friction Augmentation Using Contact Centroid-Based Normal-Tangential Force Decomposing [arxiv]
IEEE World Haptics Conference (WHC)
차량 내 가상 버튼에서의 멀티센서리 효과 [arxiv]
한국 HCI학회 학술대회
인터랙티브 VR 스포츠 어플리케이션을 위한 다중감각 햅틱 렌더링 [arxiv]
한국정보과학회 한국컴퓨터종합학술대회
Vibrotactile Metaphor of Physical Interaction Using Body-Penetrating Phantom Sensations: Stepping on a Virtual Object [arxiv]
IEEE World Haptics Conference (WHC)
Perceived Hardness of Virtual Surface: A Function of Stiffness, Damping, and Contact Transien [arxiv]
IEEE World Haptics Conference (WHC)
Perceived Magnitude Function of Friction Rendered by the Dahl Model [arxiv]
IEEE World Haptics Conference (WHC)
iTurboGraph: Scaling and Automating Incremental Graph Analytics [arxiv]
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]
International Journal of Network Management
PPTMon: Real-time and Fine-grained Packet Processing Time Monitoring in Virtual Network Functions [arxiv]
IEEE Transactions on Network and Service Management
Graph neural network-based virtual network function deployment optimization [arxiv]
International Journal of Network Management (IJNM)
그래프 신경망을 이용한 VNF 관리 시스템 [arxiv]
KNOM 2021
머신러닝을 이용한 서버 장애 예측 기반 VNF Live Migration [arxiv]
KNOM 2021
Deep Q-Networks 기반 Service Function Chaining 구성 연구 [arxiv]
KNOM 2021
로그 및 자원 분석을 통한 VNF 고장 예측에 관한 연구 [arxiv]
KNOM 2021
웹 기반 영상회의에서 딥 러닝 모델 적용을 위한 방법 연구 [arxiv]
KNOM 2021
블록체인 기반 CBDC 아키텍처 및 트랜잭션 키 관리 시스템 설계 [arxiv]
KNOM 2021
Gossip 기반 P2P 라우팅을 통한 블록체인 성능 개선 연구 [arxiv]
KNOM 2021
Opcode 디스어셈블러와 기계 학습 기반의 트랜잭션 패턴 분석을 이용한 이더리움 스캠 컨트랙트 및 악성 유저 탐지 시스템 설계 [arxiv]
KNOM 2021
사물인터넷(IoT)에서의 블록체인 활용 관련 연구동향 분석 [arxiv]
KNOM 2021
가상 네트워크 관리를 위한 기계학습 기반 이상 탐지 시스템 설계 [arxiv]
KNOM 2021
비지도 학습 기반 딥러닝 모델을 활용한 가상 네트워크 비정상 행위 탐지에 관한 연구 [arxiv]
KNOM 2021
Streaming Pattern Based Feature Extraction for Training Neural Network Classifier to Predict Quality of VOD services [arxiv]
The 17th IFIP/IEEE International Symposium on Integrated Network Management (IM 2021)
GRU and EdgeQ-Learning based Traffic Prediction and Scaling of SFC [arxiv]
The 7th IEEE International Conference on Network Softwarization (NetSoft 2021)
Reinforcement Learning based Load Balancing for Data Center Networks [arxiv]
2021 IEEE 7th International Conference on Network Softwarization (NetSoft)
Machine Learning-Based Auto-Scaler for Video Conferencing Systems [arxiv] [github]
The 7th IEEE International Conference on Network Softwarization (NetSoft 2021)
MomentMeld: AI-augmented Mobile Photographic Memento towards Mutually Stimulatory Inter-generational Interaction [arxiv]
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]
19th ACM International Conference on Mobile Systems, Applications and Services (MobiSys 2021)
Facilitating in-situ shared use of IoT actuators in public spaces [arxiv]
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]
International Workshop on Rewriting Logic and its Applications (WRLA)
PeerBFT: Making Hyperledger Fabric’s Ordering Service Withstand Byzantine Faults [arxiv]
IEEE ACCESS
“Toward Trustworthy Blockchain-as-a-Service with Auditing” [arxiv] [github]
40th IEEE International Conference on Distributed Computing Systems (ICDCS 2020)
“FabAsset: Unique Digital Asset Management System for Hyperledger Fabric” [arxiv] [github]
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]
Pattern Recognition
Multi-task Learning with Future States for Vision-based Autonomous Driving [arxiv]
Asian Conference on Computer Vision
VAN: Versatile Affinity Network for End-to-end Online Multi-object Tracking [arxiv]
Asian Conference on Computer Vision
Compiler-Assisted Semantic-Aware Encryption for Efficient and Secure Serverless Computing [arxiv] [github]
IEEE Internet of Things Journal
ContraGAN: Contrastive Learning for Conditional Image Generation [arxiv] [github]
Advances in Neural Information Processing Systems 33
Collision decoding and reporting: A new collision resolution approach using full-duplex radio in WLANs [arxiv]
Ad Hoc Networks
Congestion-aware HTTP adaptive streaming system over SDN-enabled Wi-Fi network [arxiv]
Wiley Concurrency and Computation: Practice and Experience
Cloud-assisted Augmented Reality Streaming Service System: Architecture Design and Implementation [arxiv]
2020 IEEE International Conference on Visual Communications and Image Processing (VCIP)
Shortest-Path Queries in Geometric Networks. [arxiv]
International Symposium on Algorithms and Computation (ISAAC 2020)
Interest Sustainability-Aware Recommender System [arxiv] [github]
IEEE International Conference on Data Mining (ICDM’20)
Harmonized Representation Learning on Dynamic EHR Graphs [arxiv] [github]
Journal of the American Medical Informatics Association
Learning to Utilize Auxiliary Reviews for Recommendation [arxiv]
Information Sciences
DE-RRD: A Knowledge Distillation Framework for Recommender System [arxiv] [github]
ACM Conf. Information and Knowledge Management (CIKM)
Building Large-Scale English and Korean Datasets for Aspect-Level Sentiment Analysis in Automotive Domain [arxiv]
International Conference on Computational Linguistics (COLING’20)
Convolutional Neural Networks with Compression Complexity Pooling for Out-of-Distribution Image Detection [arxiv] [github]
International Joint Conference on Artificial Intelligence (IJCAI’20)
Deep Color Transfer using Histogram Analogy [arxiv] [github]
Visual Computer
Listening-oriented response generation by exploiting user responses [arxiv]
PATTERN RECOGNITION LETTERS
Noising Scheme for Data Augmentation in Automatic Post-Editing [arxiv] [github]
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]
The Fifth Conference on Machine Translation (at EMNLP 2020)
무작위 문장 삽입 노이징을 적용한 BART 기반의 한국어 문서 생성 요약 [arxiv]
제32회 한글 및 한국어정보처리 학술대회
요점만 남긴 신문 기사: 한국어 표제 형식 문서 요약 데이터셋 [arxiv]
제32회 한글 및 한국어정보처리 학술대회
번역문 사후교정을 위한 교차언어 모델 기반 전이학습 [arxiv]
한국컴퓨터종합학술대회 논문집
POSTECH Submission on Duolingo Shared Task [arxiv]
Proceedings of the Fourth Workshop on Neural Generation and Translation
CircleGAN: Generative Adversarial Learning across Spherical Circles [arxiv] [github]
Conference on Neural Information Processing Systems (NeurIPS) 2020
Convolutional Hough Matching Networks [arxiv] [github]
Conference on Computer Vision and Pattern Recognition (CVPR) 2020
Embedding Transfer with Label Relaxation for Improved Metric Learning [arxiv] [github]
Conference on Computer Vision and Pattern Recognition (CVPR) 2020
Augmenting Physical Buttons with Vibrotactile Feedback for Programmable Feels [arxiv]
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]
Journal of Medical Internet Research
Magnetorheological Fluid Haptic Shoes for Walking in VR [arxiv]
IEEE Transactions on Haptics (ToH)
Magnetorheological Fluid Haptic Shoes for Walking in VR [arxiv]
IEEE Transactions on Haptics (ToH)
Natural language to SQL: Where are we today? [arxiv]
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]
IEEE Transactions on Network and Service Management
Q-learning Based Service Function Chaining Using VNF Resource-aware Reward Model [arxiv] [github]
The 21st Asia-Pacific Network Operations and Management Symposium (APNOMS 2020)
Machine Learning-based Optimal VNF Deployment [arxiv]
The 21st Asia-Pacific Network Operations and Management Symposium (APNOMS 2020)
Graph Neural Network-based Virtual Network Function Management [arxiv]
The 21st Asia-Pacific Network Operations and Management Symposium (APNOMS 2020)
Towards Blockchain-based Stainless Steel Tracking [arxiv]
The 21st Asia-Pacific Network Operations and Management Symposium (APNOMS 2020)
Oversampling Techniques for Detecting Bitcoin Illegal Transaction [arxiv]
The 21st Asia-Pacific Network Operations and Management Symposium (APNOMS 2020)
Load Balancing Algorithm with Programmable Switch [arxiv]
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]
The 11th International Conference on ICT Convergence (ICTC 2020)
Network Anomaly Detection Based on In-band Network Telemetry with RNN [arxiv] [github]
2020 IEEE International Conference on Consumer Electronics – Asia (ICCE-Asia)
Graph Neural Network-based Virtual Network Function Deployment Prediction [arxiv]
16th International Conference on Network and Service Management (CNSM 2020)
Machine Learning based SLA-Aware VNF Anomaly Detection for Virtual Network Management [arxiv]
16th International Conference on Network and Service Management (CNSM 2020)
Deep Q-Networks based Auto-scaling for Service Function Chaining [arxiv]
16th International Conference on Network and Service Management (CNSM 2020)
Best next hop Load Balancing Algorithm with Inband network telemetry [arxiv]
16th International Conference on Network and Service Management (CNSM 2020)
ERICA: enabling real-time mistake detection & corrective feedback for free-weights exercises [arxiv]
18th ACM Conference on Embedded Networked Sensor Systems (SenSys 2020)