College of Informatics

Research output

Research output per year 1985 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024

• 44422 Citations
• 86 h-index
• 1390 Article
• 919 Conference contribution
• 59 Conference article
• 42 Paper
• 88 More
  • 26 Chapter
  • 22 Editorial
  • 22 Review article
  • 13 Comment/debate
  • 2 Book
  • 2 Letter
  • 1 Foreword/postscript

Research output per year

Research output per year

Search results

• 2023

  Demonstrating Waffle: A Self-driving Grid Index

  Choi, D., Yoon, H., Lee, H. & Chung, Y. D., 2023, In: Proceedings of the VLDB Endowment. 16, 12, p. 3954-3957 4 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Waffle 100%
  • Self-driving 100%
  • System Architectures 100%

• EGPose: Explicit and Geometric Self-Supervision for 3D Human Pose Estimation

  Yang, G. J., Kim, J. H., Kim, H. W., Lee, G. H. & Lee, S. W., 2023, In: Procedia Computer Science. 222, p. 387-396 10 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Annotation 100%
  • Pose Estimation 100%
  • Computer Vision Algorithms 50%
  • Depth Estimation 50%
  • Superior Performance 50%
• 2022

  Don’t Judge a Language Model by Its Last Layer: Contrastive Learning with Layer-Wise Attention Pooling

  Oh, D., Kim, Y., Lee, H., Huang, H. H. & Lim, H., 2022, In: Proceedings - International Conference on Computational Linguistics, COLING. 29, 1, p. 4585-4592 8 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Language Modeling 100%
  • Pre-Trained Language Models 100%
  • Contrastive Learning 100%
  • Processing Task 33%
  • Similarity Search 33%
  1 Citation (Scopus)

• GRASP: Guiding model with RelAtional Semantics using Prompt for Dialogue Relation Extraction

  Son, J., Kim, J., Lim, J. & Lim, H., 2022, In: Proceedings - International Conference on Computational Linguistics, COLING. 29, 1, p. 412-423 12 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Relational Semantics 100%
  • Dialogue Relation Extraction 100%
  • Pre-Trained Language Models 60%
  • Art Performance 20%
  • Semantic Cues 20%
  7 Citations (Scopus)

• KOCHET: a Korean Cultural Heritage corpus for Entity-related Tasks

  Kim, G., Kim, J., Son, J. & Lim, H., 2022, In: Proceedings - International Conference on Computational Linguistics, COLING. 29, 1, p. 3496-3505 10 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Cultural Heritage 100%
  • Named Entity Recognition 33%
  • Traditional Cultural 20%
  • Cultural Heritage Documents 20%
  • Foreign Researcher 20%
  3 Citations (Scopus)

• QUAK: A Synthetic Quality Estimation Dataset for Korean-English Neural Machine Translation

  Eo, S., Park, C., Moon, H., Seo, J., Kim, G., Lee, J. & Lim, H., 2022, In: Proceedings - International Conference on Computational Linguistics, COLING. 29, 1, p. 5181-5190 10 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Machine Translation 100%
  • Performance Gain 33%
  • Performance Improvement 33%
  • Constraint Language 33%
  • Data Creation 33%
  1 Citation (Scopus)

• Respiratory sound classification using multi-resolution features

  Seo, H. J., Jeong, C. H., Kim, D. H., Woo, J. M., Yoo, I. C. & Yook, D., 2022, In: Proceedings of the International Congress on Acoustics.

  Research output: Contribution to journal › Conference article › peer-review

  • Medical Image 100%
  • Deep Neural Network 100%
  • Speech Recognition 100%
  • Image Analysis 100%
  • Adventitious Lung Sounds 100%
• 2021

  Efficient adversarial audio synthesis via progressive upsampling

  Cho, Y., Chang, M., Lee, S., Lee, H., Kim, G. J. & Choo, J., 2021, In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2021-June, p. 3410-3414 5 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Progressive Upsampling 100%
  • Audio Synthesis 100%
  • Multiple Encoders 33%
  • Progressive Generation 33%
  1 Citation (Scopus)

• LASAFT: Latent source attentive frequency transformation for conditioned source separation

  Choi, W., Kim, M., Chung, J. & Jung, S., 2021, In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 2021-June, p. 171-175 5 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Frequency Transformation 100%
  • Internal Feature 25%
  • Dependent Source 25%
  • Linear Modulation 20%
  • Feature-wise Linear Modulation 20%
  16 Citations (Scopus)
• 2020

  Self-supervised auxiliary learning with meta-paths for heterogeneous graphs

  Hwang, D., Park, J., Kwon, S., Kim, K. M., Ha, J. W. & Kim, H. J., 2020, In: Advances in Neural Information Processing Systems. 2020-December

  Research output: Contribution to journal › Conference article › peer-review

  • Graph Neural Network 100%
  • Auxiliaries 100%
  • Auxiliary Task Learning 100%
  • Neural Network 50%
  • Superior Performance 33%
  41 Citations (Scopus)
• 2019

  Graph transformer networks

  Yun, S., Jeong, M., Kim, R., Kang, J. & Kim, H. J., 2019, In: Advances in Neural Information Processing Systems. 32

  Research output: Contribution to journal › Conference article › peer-review

  • Graph Transformer Network 100%
  • Node Classification 100%
  • Node Representation 60%
  • Meta-path 40%
  • Heterogeneous Graph 20%
  573 Citations (Scopus)

• Multi-class artefact detection in video endoscopy via convolution neural networks

  Khan, M. A. & Choo, J., 2019, In: CEUR Workshop Proceedings. 2366

  Research output: Contribution to journal › Conference article › peer-review

  • Object Detection 100%
  • Mean Average Precision 100%
  • Convolutional Neural Network 100%
  • Segmentation Task 100%
  • Data Augmentation 100%

• Sampling-free Uncertainty Estimation in Gated Recurrent Units with Applications to Normative Modeling in Neuroimaging

  Hwang, S. J., Mehta, R. R., Kim, H. J., Johnson, S. C. & Singh, V., 2019, In: Proceedings of Machine Learning Research. 115, p. 809-819 11 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Neuroimaging 100%
  • Normative Modeling 100%
  • Uncertainty Estimation 100%
  • Gated Recurrent Unit 100%
  • Sample-free 100%
  3 Citations (Scopus)
• 2018

  Progressive Top-k subarray query processing in array databases

  Choi, D., Park, C. S. & Chung, Y. D., 2018, In: Proceedings of the VLDB Endowment. 12, 9, p. 989-1001 13 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Multidimensional Array 100%
  • Query Model 20%
  11 Citations (Scopus)
• 2016

  Packet structure and receiver design for low-latency communications with ultra-small packets

  Lee, B., Park, S., Love, D. J., Ji, H. & Shim, B., 2016, In: Proceedings - IEEE Global Communications Conference, GLOBECOM. 7842122.

  Research output: Contribution to journal › Conference article › peer-review

  • Packet Transmission 100%
  • Communication Latency 100%
  • Transmission Period 100%
  • Packet Receiver 100%
  • Packet Structure 100%
  10 Citations (Scopus)
• 2015

  Exploring smartphones As WAVE devices

  Park, J., Kim, J., Kuk, S., Park, Y. & Kim, H., 2015, In: IEEE Vehicular Technology Conference. VOL, 7390944.

  Research output: Contribution to journal › Conference article › peer-review

  • Protocol Stack 100%
  • Software Defined Radio 100%
  • Communication Context 100%
  • WAVE Protocol 33%
  • Smartphone Surveys 33%
  1 Citation (Scopus)
• 2013

  Towards a grammar formalism for retrieving information on the Semantic Web

  Shin, E., Yoo, S. & Park, S., 2013, In: CEUR Workshop Proceedings. 986, p. 64-65 2 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Semantic Web 100%
  • Grammar Formalisms 100%
  • Retrieving Information 100%
  • Two-level 66%
  • Grammar 66%
• 2012

  Empathetic interactive music video experience

  Lee, M., Kim, Y. & Kim, G. J., 2012, In: Proceedings of the International Conference on New Interfaces for Musical Expression.

  Research output: Contribution to journal › Conference article › peer-review

  • Multimodal Interaction 100%
  • Music videos 100%
  • Interactive Music 100%
  • User Experience 100%
  • Interactive music 100%
• 2009

  Knowledge management using Wikipedia

  Sun, D., Park, S. & Jung, H., 2009, In: CEUR Workshop Proceedings. 435

  Research output: Contribution to journal › Conference article › peer-review

  • Wikipedia 100%
  • Knowledge Management 100%
  • Systems Analysis 100%
  • System User 100%
  • Ontology 50%
  2 Citations (Scopus)
• 2008

  A verification framework for FBD based software in nuclear power plants

  Junbeom, Y., Sungdeok, C. & Eunkyoung, J., 2008, In: Neonatal, Paediatric and Child Health Nursing. p. 385-392 8 p., 4724570.

  Research output: Contribution to journal › Conference article › peer-review

  • Function Block Diagram 100%
  • Verification Framework 100%
  • Software Verification 16%
  • Case Study 16%
  • Formal Verification 16%
  13 Citations (Scopus)

• Reactive smart buffering scheme for seamless handover in PMIPv6

  Choi, H. Y., Kim, K. R., Lee, H. B. & Min, S. G., 2008, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5401 LNCS, p. 568-571 4 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Packet Buffering 100%
  • Mobility Management 100%
  • Seamless Handover 100%
  • Reactive Network 20%
  4 Citations (Scopus)
• 2007

  Image browsing in mobile device using user motion tracking

  Yim, S., Hwang, J., Choi, S. & Kim, G. J., 2007, In: CEUR Workshop Proceedings. 260

  Research output: Contribution to journal › Conference article › peer-review

  • Mobile Device 100%
  • Image Browsing 100%
  • Usability Study 50%
  • Input Interface 50%
  • 2D Display 33%
• 2006

  A VR game platform built upon wireless sensor network

  Eom, D. S., Jang, J., Kim, T. & Han, J., 2006, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4292 LNCS - II, p. 146-155 10 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Platform Build 100%
  • Wireless Sensor Network 100%
  • Build Platform 100%
  • Network Games 25%
  • Standard Time 25%
  4 Citations (Scopus)
• 2005

  Adapting TCP segment size in cellular networks

  Choi, J. H., Choi, J. G. & Yoo, C., 2005, In: Lecture Notes in Computer Science. 3421, II, p. 258-265 8 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Cellular Networks 100%
  • Segment Size 100%
  • Cellular Network 100%
  • Error Rate 75%
  • Frame Size 50%

• Adaptive space carving with texture mapping

  Yang, Y. K., Lee, J., Kim, S. K. & Kim, C. H., 2005, In: Lecture Notes in Computer Science. 3482, III, p. 1129-1138 10 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Space Carving 100%
  • Texture Mapping 100%
  • Adaptive Space 100%
  • Experimental Result 50%
  • Memory Requirement 50%
  5 Citations (Scopus)

• A max-min strategy for QoS improvement in MIMO ad-hoc networks

  Baek, S. J., Kim, G. & Nettles, S. M., 2005, In: IEEE Vehicular Technology Conference. 61, 4, p. 2473-2477 5 p.

  Research output: Contribution to journal › Conference article › peer-review

  • MIMO Ad Hoc Networks 100%
  • Max-min Strategy 100%
  • Multiple-Input Multiple-Output 100%
  • Multiplexing 50%
  • Signal-to-Noise Ratio 50%
  4 Citations (Scopus)

• A novel metric representation for low-complexity log-map decoder

  Shim, B. & Myung, H. G., 2005, In: Proceedings - IEEE International Symposium on Circuits and Systems. p. 5830-5833 4 p., 1465964.

  Research output: Contribution to journal › Conference article › peer-review

  • Novel Metrics 100%
  • Finite Abelian Group 100%
  • Modulo Addition 100%
  • LLR Computation 33%
  • Homomorphism 33%
  3 Citations (Scopus)

• A scalable, ordered scenario-based network security simulator

  Yun, J. B., Park, E. K., Im, E. G. & In, H. P., 2005, In: Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science). 3398, p. 487-494 8 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Network Security 100%
  • Performance Analysis 20%
  • Client-Server Architecture 20%
  • Global Network 20%
  • Information Protection 20%
  5 Citations (Scopus)

• A security risk analysis model for information systems

  In, H. P., Kim, Y. G., Lee, T., Moon, C. J., Jung, Y. & Kim, I., 2005, In: Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science). 3398, p. 505-513 9 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Information Organization 100%
  • Software Risk Management 50%
  19 Citations (Scopus)

• Bandwidth sharing strategy between concurrent TCP connection in wireless mobile network

  Jung, J., Chun, B., Kim, Y. & Yoo, C., 2005, In: Digest of Technical Papers - IEEE International Conference on Consumer Electronics. p. 107-108 2 p., 2.4-22.

  Research output: Contribution to journal › Conference article › peer-review

  • Mobile Network 100%
  • Bandwidth Allocation 100%
  • Bottleneck Link 100%
  • Link Bandwidth 100%
  • Bandwidth Sharing 100%

• Cleavage site analysis using rule extraction from neural networks

  Cho, Y. J. & Kim, H., 2005, In: Lecture Notes in Computer Science. 3610, PART I, p. 1002-1008 7 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Neural Network 100%
  • Site Analysis 100%
  • Rule Extraction 100%
  • Cleavage Site 100%
  • Learning Approach 100%

• Discontinuous fluids

  Hong, J. M. & Kim, C. H., 2005 Jul, In: ACM Transactions on Graphics. 24, 3, p. 915-920 6 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Jump Conditions 100%
  • Jump Condition 100%
  153 Citations (Scopus)

• Dynamic partition of memory reference instructions - A register guided approach

  Shi, Y. & Lee, G., 2005, In: Lecture Notes in Computer Science. 3648, p. 508-518 11 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Dynamic Partitioning 100%
  • Register Number 20%
  • Reference Partition 20%
  1 Citation (Scopus)

• Eliminating the performance anomaly of 802.11b

  Yoo, S. H., Choi, J. H., Hwang, J. H. & Yoo, C., 2005, In: Lecture Notes in Computer Science. 3421, II, p. 1055-1062 8 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Performance Anomaly 100%
  • Transmission Rate 100%
  • Channel Access 50%
  • Wireless Channel 50%
  • Simulation Study 50%
  20 Citations (Scopus)

• Fault-tolerant and scalable protocols for replicated services in mobile agent systems

  Ahn, J. H. & Min, S. G., 2005, In: Lecture Notes in Computer Science. 3516, III, p. 679-686 8 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Fault Tolerant 100%
  • Mobile Agents 100%
  • Scalable Protocol 100%
  • Weak Constraint 25%

• Group-based scheduling scheme for result checking in global computing systems

  Kim, H. S., Choi, S. J., Baik, M. S., Yang, K. W., Yu, H. C. & Hwang, C. S., 2005, In: Lecture Notes in Computer Science. 3482, III, p. 89-98 10 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Global IT 100%
  • Global Computing 100%
  • Intentional Attacks 25%

• Inconsistency detection of authorization policies in distributed component environment

  Moon, C. J. & In, H. P., 2005, In: Lecture Notes in Computer Science. 3325, p. 39-50 12 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Authorization Policy 100%
  • Distributed Component 100%
  • Inconsistency Detection 100%
  • Role-Based Access Control 33%
  • Detection Method 16%
  2 Citations (Scopus)

• Mobile agent based adaptive scheduling mechanism in peer to peer grid computing

  Choi, S. J., Baik, M. S., Hwang, C. S., Gil, J. M. & Yu, H. C., 2005, In: Lecture Notes in Computer Science. 3483, IV, p. 936-947 12 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Mobile Agents 100%
  • Grid Computing 100%
  • Scheduling Mechanism 100%
  • Computing Environment 42%
  • Total Execution Time 14%
  6 Citations (Scopus)

• Prediction rule generation of MHC class I binding peptides using ANN and GA

  Cho, Y. J., Kim, H. & Oh, H. B., 2005, In: Lecture Notes in Computer Science. 3610, PART I, p. 1009-1016 8 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Artificial Neural Network 100%
  • Binding Peptide 100%
  • MHC Class I 100%
  • Amino Acids 100%
  • Amino Acid 100%
  2 Citations (Scopus)

• Robust model adaptation using mean and variance transformations in linear spectral domain

  Kim, D. & Yook, D., 2005, In: Lecture Notes in Computer Science. 3578, p. 149-154 6 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Maximum Likelihood 100%
  • Variance 100%
  • Hidden Markov Model 100%
  • Mean Vector 66%
  • Covariance Matrix 33%
  1 Citation (Scopus)

• Security risk vector for quantitative asset assessment

  Chung, Y. J., Kim, I. J., Lee, N. H., Lee, T. & In, H. P., 2005, In: Lecture Notes in Computer Science. 3481, II, p. 274-283 10 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Security Threats 100%
  • Asset Evaluation 100%
  • Risk Analysis Methods 100%
  • Risk Vector 100%
  • Asset Identification 100%
  3 Citations (Scopus)

• Simulating cyber-intrusion using ordered UML model-based scenarios

  Park, E. K., Yun, J. B. & In, H. P., 2005, In: Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science). 3398, p. 643-651 9 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Network Security 100%
  • UML Modeling 100%
  • Performance Analysis 20%
  • Case Study 20%
  • Simulation Model 20%
  1 Citation (Scopus)

• Simulating groundwater transport process using a vertical heterogeneity model: A case study

  Lee, S. S. & In, H. P., 2005, In: Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science). 3398, p. 536-544 9 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Groundwater Transport 100%
  • Vertical Heterogeneity 100%
  • Heterogeneous Soil 33%
  • Pollutant Migration 33%
  2 Citations (Scopus)

• Sports equipment based motion deformation

  Choi, J. I., Kim, C. H. & Lim, C. S., 2005, In: Lecture Notes in Computer Science. 3482, III, p. 1148-1156 9 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Sports Equipment 100%
  • Motion Deformation 100%
  • Event Frame 12%
  • Event Points 12%
  • Split Point 12%

• Surface simplification with semantic features using texture and curvature maps

  Kim, S. K., Lee, J., Lim, C. S. & Kim, C. H., 2005, In: Lecture Notes in Computer Science. 3482, III, p. 1080-1088 9 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Boundary Line 100%
  • Model Semantics 25%
  1 Citation (Scopus)

• User-guided 3D Su-Muk painting

  Lee, J., Ji, J. Y., Kim, S. K. & Kim, C. H., 2005, In: Lecture Notes in Computer Science. 3482, III, p. 1139-1147 9 p.

  Research output: Contribution to journal › Conference article › peer-review

  • User Guide 100%
  • 3D Model 100%
  • 3D Surface 25%
  • Water Price 25%
  • Painting Style 25%
• 2004

  A novel forward-backward predictor based low-power DSP system

  Shim, B., Zhang, M. & Shanbhag, N. R., 2004, In: IEEE Workshop on Signal Processing Systems, SiPS: Design and Implementation. p. 331-336 6 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Filtration 100%
  • Noise Tolerance 100%
  • Area Overhead 100%
  • Digital Signal Processing System 100%
  • Tolerance Technique 100%
  5 Citations (Scopus)

• On the functional validity of the worm-killing worm

  Kim, H. & Kang, I., 2004, In: IEEE International Conference on Communications. 4, p. 1902-1906 5 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Structured Query Language 100%
  • Practical Aspect 100%
  • Administrative Boundaries 11%
  4 Citations (Scopus)
• 2003

  An enhancement scheme for TCP over mobile ad hoc networks

  Choi, J. H., Yoo, S. H. & Yoo, C., 2003, In: IEEE Vehicular Technology Conference. 57, 3, p. 1522-1526 5 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Mobile Ad Hoc Network (MANET) 100%
  • Enhancement Scheme 100%
  • mobile ad-hoc network 100%
  • Simulation Study 50%
  • Wireless Ad-hoc Networks (WANETs) 50%
  1 Citation (Scopus)

• Automatic generation of goal-tree from statecharts requirements specification

  Yoo, J., Cha, S. & Son, H. S., 2003, In: Transactions of the American Nuclear Society. 88, 1 p.

  Research output: Contribution to journal › Conference article › peer-review
  3 Citations (Scopus)