Department of Computer Science & Engineering

Research output

Research output per year 1988 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025

• 13621 Citations
• 56 h-index
• 423 Article
• 420 Conference contribution
• 37 Conference article
• 19 Chapter
• 35 More
  • 15 Paper
  • 13 Editorial
  • 4 Review article
  • 1 Comment/debate
  • 1 Letter
  • 1 Short survey

Research output per year

Research output per year

Search results

• 2025

  Dynamic Guidance Adversarial Distillation with Enhanced Teacher Knowledge

  Park, H. & Min, D., 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 204-219 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15130 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Label Swapping 100%

• Emerging Property of Masked Token for Effective Pre-training

  Choi, H., Lee, H., Joung, S., Park, H., Kim, J. & Min, D., 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 272-289 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15134 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Supervised Learning 100%
  • Computer Vision 100%
  • Key Property 100%
  • Modeling Approach 100%
  • Training Phase 33%

• Pick-a-Back: Selective Device-to-Device Knowledge Transfer in Federated Continual Learning

  Yoon, J. Y. & Lee, H. J., 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 165-182 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15119 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Edge Intelligence 100%
  • External Knowledge 50%
  • Knowledge Reuse 50%
• 2024

  AscleAI: A LLM-based Clinical Note Management System for Enhancing Clinician Productivity

  Han, J., Park, J., Huh, J., Oh, U., Do, J. & Kim, D., 11 May 2024, CHI 2024 - Extended Abstracts of the 2024 CHI Conference on Human Factors in Computing Sytems. Association for Computing Machinery, 50. (Conference on Human Factors in Computing Systems - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Large Language Model 100%
  • Cognitive Load 100%
  • Medical Information 50%
  • Desired Information 50%
  1 Scopus citations

• AutoCaps-Zero: Searching for Hardware-Efficient Squash Function in Capsule Networks

  Kang, J., Kwon, S., Kim, H. & Sim, J., 2024, Proceedings of the 2024 IEEE International Conference on Communications, Computing, Cybersecurity and Informatics, CCCI 2024. Obaidat, M. S., Zhang, L., Wang, X., Yao, C., Hsiao, K.-F., Nicopolitidis, P. & Guo, Y. (eds.). Institute of Electrical and Electronics Engineers Inc., (Proceedings of the 2024 IEEE International Conference on Communications, Computing, Cybersecurity and Informatics, CCCI 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Computer Hardware 100%
  • Adversarial Machine Learning 50%
  • Execution Time 50%
  • Computational Complexity 50%
  • Convolutional Neural Network 50%

• Breakwater: Securing Federated Learning from Malicious Model Poisoning via Self-Debiasing

  You, Y., Yoon, J. Y. & Lee, H. J., 2024, ICC 2024 - IEEE International Conference on Communications. Valenti, M., Reed, D. & Torres, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 3956-3961 6 p. (IEEE International Conference on Communications).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Participating Node 100%
  • Security Framework 100%
  • Malicious Client 100%

• EcoScript: A Real-Time Presentation Supporting Tool using a Speech Recognition Model

  Lee, E., Yang, E., Huh, J. & Oh, U., 2024, Proceedings - 2024 IEEE International Conference on Information Reuse and Integration for Data Science, IRI 2024. Institute of Electrical and Electronics Engineers Inc., p. 96-101 6 p. (Proceedings - 2024 IEEE International Conference on Information Reuse and Integration for Data Science, IRI 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Scripted Content 100%

• Enhancing the Podcast Browsing Experience through Topic Segmentation and Visualization with Generative AI

  Park, J., Lee, C., Cho, E. & Oh, U., 7 Jun 2024, IMX 2024 - Proceedings of the 2024 ACM International Conference on Interactive Media Experiences. Association for Computing Machinery, Inc, p. 117-128 12 p. (IMX 2024 - Proceedings of the 2024 ACM International Conference on Interactive Media Experiences).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Image Synthesis 100%
  • Keyword Search 100%
  • Conducted Interview 100%
  • Generation Model 100%
  • Generative Artificial Intelligence 100%

• OCW: Enhancing Few-Shot Learning with Optimized Class-Weighting Methods

  Kang, J., Lee, S., Kim, E., Choi, S. & Sim, J., 2024, Proceedings of the 2024 IEEE International Conference on Communications, Computing, Cybersecurity and Informatics, CCCI 2024. Obaidat, M. S., Zhang, L., Wang, X., Yao, C., Hsiao, K.-F., Nicopolitidis, P. & Guo, Y. (eds.). Institute of Electrical and Electronics Engineers Inc., (Proceedings of the 2024 IEEE International Conference on Communications, Computing, Cybersecurity and Informatics, CCCI 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Optimization Technique 100%
  • Artificial Intelligence 100%
  • Similarities 50%
  • Learning System 50%
  • MobileNetV2 50%

• Prompirit: Automatic Prompt Engineering Assistance for Improving AI-Generated Art Reflecting User Emotion

  Kim, H., Lee, H., Pang, S. & Oh, U., 2024, Proceedings - 2024 IEEE International Conference on Information Reuse and Integration for Data Science, IRI 2024. Institute of Electrical and Electronics Engineers Inc., p. 138-143 6 p. (Proceedings - 2024 IEEE International Conference on Information Reuse and Integration for Data Science, IRI 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Generative Artificial Intelligence 100%
  • Prompt Engineering 100%
  • Artificial Intelligence 100%
  • Artificial Intelligence Model 50%
  • Statistical Analysis 25%

• Speed-of-Light VR for Blind People: Conveying the Location of Arm-Reach Targets

  Lança, D., Piçarra, M., Gonçalves, I., Oh, U., Rodrigues, A. & Guerreiro, J., 27 Oct 2024, ASSETS 2024 - Proceedings of the 26th International ACM SIGACCESS Conference on Computers and Accessibility. Association for Computing Machinery, Inc, 110. (ASSETS 2024 - Proceedings of the 26th International ACM SIGACCESS Conference on Computers and Accessibility).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Convey Information 100%
  1 Scopus citations

• TSP-Bot: Robotic TSP Pen Art Using High-DoF Manipulators

  Song, D., Lim, E., Park, J., Jung, M. & Kim, Y. J., 2024, 2024 21st International Conference on Ubiquitous Robots, UR 2024. Institute of Electrical and Electronics Engineers Inc., p. 100-105 6 p. (2024 21st International Conference on Ubiquitous Robots, UR 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Planar Surface 100%
  • Line Segment 25%
  • Density Point 25%

• Understanding Novice's Annotation Process For 3D Semantic Segmentation Task With Human-In-The-Loop

  Kim, Y., Lee, E., Lee, Y. & Oh, U., 18 Mar 2024, Proceedings of 2024 29th Annual Conference on Intelligent User Interfaces, IUI 2024. Association for Computing Machinery, p. 444-454 11 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Annotation 100%
  • Image Segmentation 100%
  • Segmentation Task 100%
  • Human-in-the-Loop 100%
  • User Experience 42%

• Understanding the Use of AI-Based Audio Generation Models by End-Users

  Han, J., Yang, E. & Oh, U., 11 May 2024, CHI 2024 - Extended Abstracts of the 2024 CHI Conference on Human Factors in Computing Sytems. Association for Computing Machinery, 355. (Conference on Human Factors in Computing Systems - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Generation Model 100%
  • Artificial Intelligence 100%
  • Search Engine 40%
  • Keyword Search 20%
  • Design Consideration 20%

• Utilizing a Dense Video Captioning Technique for Generating Image Descriptions of Comics for People with Visual Impairments

  Kim, S., Lee, S., Kim, K. & Oh, U., 18 Mar 2024, Proceedings of 2024 29th Annual Conference on Intelligent User Interfaces, IUI 2024. Association for Computing Machinery, p. 750-760 11 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Visual Impairment 100%
  • Understandability 33%
  • Artificial Intelligence 33%
  1 Scopus citations

• VitBit: Enhancing Embedded GPU Performance for AI Workloads through Register Operand Packing

  Jeon, J., Gil, M., Kim, J., Park, J., Koo, G., Yoon, M. K. & Oh, Y., 12 Aug 2024, 53rd International Conference on Parallel Processing, ICPP 2024 - Main Conference Proceedings. Association for Computing Machinery, p. 1012-1021 10 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Register Operand 100%
• 2023

  Adaptive Swapping for Variable Workloads in Real-time Task Scheduling

  Nam, S. A. & Bahn, H., 2023, Proceedings of the 2023 IEEE International Conference on Communications, Computing, Cybersecurity and Informatics, CCCI 2023. Obaidat, M. S., Ning, Z., Hsiao, K.-F., Nicopolitidis, P. & Guo, Y. (eds.). Institute of Electrical and Electronics Engineers Inc., (Proceedings of the 2023 IEEE International Conference on Communications, Computing, Cybersecurity and Informatics, CCCI 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • task-scheduling 100%
  • Real Time Systems 100%
  • Main Memory 33%
  • Execution Time 33%
  • Power Consumption 33%
  1 Scopus citations

• Analyzing Data Access Characteristics of Deep Learning Workloads and Implications

  Lee, J. & Bahn, H., 2023, 2023 3rd International Conference on Electronic Information Engineering and Computer Science, EIECS 2023. Institute of Electrical and Electronics Engineers Inc., p. 546-551 6 p. (2023 3rd International Conference on Electronic Information Engineering and Computer Science, EIECS 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Data Access 100%
  • Deep Learning Method 100%
  • Persistent Memory 50%
  • Memory Architecture 33%
  • Read Operation 16%
  1 Scopus citations

• AVOCUS: A Voice Customization System for Online Personas

  Byeon, H. J., Ha, S. & Oh, U., 19 Apr 2023, CHI 2023 - Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, 49. (Conference on Human Factors in Computing Systems - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Customisation 100%
  • User Experience 25%
  • Web Application 25%
  • Customization Option 25%
  • Parameter Control 25%
  1 Scopus citations

• Balanced Column-Wise Block Pruning for Maximizing GPU Parallelism

  Park, C., Park, M., Oh, H. J., Kim, M., Yoon, M. K., Kim, S. & Ro, W. W., 27 Jun 2023, AAAI-23 Technical Tracks 8. Williams, B., Chen, Y. & Neville, J. (eds.). AAAI press, p. 9398-9407 10 p. (Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023; vol. 37).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Parallelism 100%
  • Graphics Processing Unit 100%
  • Row Vector 100%
  • Deep Learning Method 100%
  • Column Vector 66%
  3 Scopus citations

• Early-Adaptor: An Adaptive Framework forProactive UVM Memory Management

  Go, S., Lee, H., Kim, J., Lee, J., Yoon, M. K. & Ro, W. W., 2023, Proceedings - 2023 IEEE International Symposium on Performance Analysis of Systems and Software, ISPASS 2023. Institute of Electrical and Electronics Engineers Inc., p. 248-258 11 p. (Proceedings - 2023 IEEE International Symposium on Performance Analysis of Systems and Software, ISPASS 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Virtual Memory 100%
  • Memory Management 100%
  • Graphics Processing Unit 100%
  • Page Fault 83%
  • prefetching 66%
  3 Scopus citations

• Environment Agnostic Representation for Visual Reinforcement learning

  Choi, H., Lee, H., Jeong, S. & Min, D., 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023. Institute of Electrical and Electronics Engineers Inc., p. 263-273 11 p. (Proceedings of the IEEE International Conference on Computer Vision).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Reinforcement Learning 100%
  • Performance Art 100%
  • Deep Reinforcement Learning 66%
  • Art Performance 33%
  • Dynamic Environment 33%

• File Access Characteristics of Deep Learning Workloads and Cache-Friendly Data Management

  Lee, J. & Bahn, H., 2023, Proceeding - EECSI 2023: 10th Electrical Engineering, Computer Science and Informatics Conference. Institute of Electrical and Electronics Engineers Inc., p. 328-331 4 p. (International Conference on Electrical Engineering, Computer Science and Informatics (EECSI)).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Data Management 100%
  • Deep Learning Method 100%
  • Data Access 25%
  • Training Process 25%
  • Temporal Locality 12%
  2 Scopus citations

• INTERPRET: Inter-Warp Register Reuse for GPU Tensor Core

  Kwak, J. S., Yoon, M. K., Jeong, I., Jin, S. & Ro, W. W., 2023, Proceedings - 2023 32nd International Conference on Parallel Architecture and Compilation Techniques, PACT 2023. Institute of Electrical and Electronics Engineers Inc., p. 309-319 11 p. (Parallel Architectures and Compilation Techniques - Conference Proceedings, PACT).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Register Renaming 100%
  • Graphics Processing Unit 100%
  • Data Access Pattern 33%
  • Microarchitecture 33%
  • Memory Hierarchy 33%

• Memory Reference Analysis and Implications for Executing AI Workloads in Mobile Systems

  Kwon, S. & Bahn, H., 2023, Proceedings - IEIT 2023: 2023 International Conference on Electrical and Information Technology. Institute of Electrical and Electronics Engineers Inc., p. 281-285 5 p. (Proceedings - IEIT 2023: 2023 International Conference on Electrical and Information Technology).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Memory Reference 100%
  • Artificial Intelligence 100%
  • Write Operation 33%
  • Input/Output 33%
  • System Architectures 33%

• Muse Alpha: Primary Study of AI chatbot for Psychotherapy with Socratic Methods

  Park, H., Raymond Jung, M. W., Ji, M., Kim, J. & Oh, U., 2023, Proceedings - 2023 Congress in Computer Science, Computer Engineering, and Applied Computing, CSCE 2023. Institute of Electrical and Electronics Engineers Inc., p. 2692-2693 2 p. (Proceedings - 2023 Congress in Computer Science, Computer Engineering, and Applied Computing, CSCE 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Chatbot 100%
  • Artificial Intelligence 100%
  • Language Modeling 33%
  • Negative Stereotype 33%
  • Deep Understanding 33%

• Optimization of the Modified Gaussian Filter for Mobile GPU Usage in Game Workloads

  Kang, J., Sim, J. & Bahn, H., 2023, Proceedings of the 2023 IEEE International Conference on Communications, Computing, Cybersecurity and Informatics, CCCI 2023. Obaidat, M. S., Ning, Z., Hsiao, K.-F., Nicopolitidis, P. & Guo, Y. (eds.). Institute of Electrical and Electronics Engineers Inc., (Proceedings of the 2023 IEEE International Conference on Communications, Computing, Cybersecurity and Informatics, CCCI 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Graphics Processing Unit 100%
  • Mobile App 12%
  • Computing Technology 12%
  • peak signal to noise ratio 12%
  • Evaluation Metric 12%

• Stroke-Based Rendering and Planning for Robotic Performance of Artistic Drawing

  Ilinkin, I., Song, D. & Kim, Y. J., 2023, 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2023. Institute of Electrical and Electronics Engineers Inc., p. 8062-8068 7 p. (IEEE International Conference on Intelligent Robots and Systems).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Robot 100%
  • Depth Estimation 33%
  • Image Segmentation 33%
  • Artistic Rendering 33%
  • Planning Process 33%
  1 Scopus citations

• TD-NAAS: Template-Based Differentiable Neural Architecture Accelerator Search

  Lim, H. Y., Jang, Y., Kim, J. & Sim, J., 2023, Proceedings - International SoC Design Conference 2023, ISOCC 2023. Institute of Electrical and Electronics Engineers Inc., p. 143-144 2 p. (Proceedings - International SoC Design Conference 2023, ISOCC 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Neural Network 100%
  • Hardware Design 50%
  • Participatory Design 50%
  • Evaluation Result 50%
  • Search Space 50%

• Trace-based Performance Analysis for Deep Learning in Edge Container Environments

  Park, S. & Bahn, H., 2023, 2023 8th International Conference on Fog and Mobile Edge Computing, FMEC 2023. Quwaider, M., Awaysheh, F. M. & Jararweh, Y. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 87-92 6 p. (2023 8th International Conference on Fog and Mobile Edge Computing, FMEC 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Performance Analysis 100%
  • Deep Learning Method 100%
  • System Calls 33%
  • Resource Requirement 16%
  • Virtual Machine 16%
  3 Scopus citations

• VersatileFL: Volatility-Resilient Federated Learning in Wireless Edge Networks

  Yoon, J. Y., Kim, J., Byeon, Y. & Lee, H. J., 2023, 2023 20th Annual IEEE International Conference on Sensing, Communication, and Networking, SECON 2023. IEEE Computer Society, p. 294-302 9 p. (Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks workshops; vol. 2023-September).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Federated Learning 100%
  • Deep Neural Network 100%
  • Learning Framework 50%
  • Massive Amount 50%
  • Data Generation 50%

• Warped-MC: An Efficient Memory Controller Scheme for Massively Parallel Processors

  Jeong, J. H., Yoon, M. K., Oh, Y. & Koo, G., 7 Aug 2023, 52nd International Conference on Parallel Processing, ICPP 2023 - Main Conference Proceedings. Association for Computing Machinery, p. 546-555 10 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Memory Controller 100%
  • Graphics Processing Unit 100%
  • Memory Latency 83%
  • Execution Time 33%
  • Scheduling Scheme 33%
• 2022

  Analysis of Technical Factors in Interactive Media Arts, with a Focus on Prix Ars Electronica Award Winners

  Jo, Y. & Oh, U., 2022, Intelligent Computing - Proceedings of the 2022 Computing Conference. Arai, K. (ed.). Springer Science and Business Media Deutschland GmbH, p. 304-320 17 p. (Lecture Notes in Networks and Systems; vol. 506 LNNS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Multimedia 100%
  • Interactive Communication 100%
  • Digital Content 100%
  • Network Structures 100%
  • Virtual Spaces 100%

• Analyzing Memory Access Traces of Deep Learning Workloads for Efficient Memory Management

  Lee, J. & Bahn, H., 2022, Proceedings - 2022 12th International Conference on Information Technology in Medicine and Education, ITME 2022. Institute of Electrical and Electronics Engineers Inc., p. 389-393 5 p. (Proceedings - 2022 12th International Conference on Information Technology in Medicine and Education, ITME 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Memory Access 100%
  • Memory Management 100%
  • Deep Learning Method 100%
  • Traditional Workload 42%
  • Artificial Intelligence 28%
  9 Scopus citations

• A New Resource Configuring Scheme for Variable Workload in IoT Systems

  Nam, S. A., Cho, K. & Bahn, H., 2022, Proceedings of IEEE Asia-Pacific Conference on Computer Science and Data Engineering, CSDE 2022. Institute of Electrical and Electronics Engineers Inc., (Proceedings of IEEE Asia-Pacific Conference on Computer Science and Data Engineering, CSDE 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Internet-Of-Things 100%
  • Resource Configuration 40%
  • Memory Configuration 20%
  • Time Constraint 20%
  • Simulation Experiment 20%
  7 Scopus citations

• Autoexplorer: Autonomous Exploration of Unknown Environments using Fast Frontier-Region Detection and Parallel Path Planning

  Han, K. M. & Kim, Y. J., 2022, IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2022. Institute of Electrical and Electronics Engineers Inc., p. 10536-10541 6 p. (IEEE International Conference on Intelligent Robots and Systems; vol. 2022-October).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • path-planning 100%
  • Parallel Region 100%
  • Detection Region 100%
  • Robot 50%
  • Planning Algorithm 50%
  4 Scopus citations

• "A Voice that Suits the Situation": Understanding the Needs and Challenges for Supporting End-User Voice Customization

  Byeon, H. J., Lee, C., Lee, J. & Oh, U., 29 Apr 2022, CHI 2022 - Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, 59. (Conference on Human Factors in Computing Systems - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Customisation 100%
  • Online Survey 25%
  • Face to face conversation 25%
  • Synthesis Technique 25%
  • Visual Appearance 25%
  3 Scopus citations

• Classification and Characterization of Memory Reference Behavior in Machine Learning Workloads

  Kwon, S. & Bahn, H., 2022, Proceedings - 2022 IEEE/ACIS 24th International Winter Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, SNPD 2022. Chen, S.-C., Yau, H.-T., Stenzel, R. & Lin, H.-C. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 103-108 6 p. (Proceedings - 2022 IEEE/ACIS 24th International Winter Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, SNPD 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Memory Reference 100%
  • Machine Learning 100%
  • Learning System 100%
  • Problem Domain 28%
  • Artificial Intelligence 28%
  8 Scopus citations

• Cocomix: Utilizing Comments to Improve Non-Visual Webtoon Accessibility

  Huh, M., Lee, Y. J., Choi, D., Kim, H., Oh, U. & Kim, J., 29 Apr 2022, CHI 2022 - Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, 607. (Conference on Human Factors in Computing Systems - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Visual Impairment 100%
  • Reading Experience 100%
  10 Scopus citations

• KNN Local Attention for Image Restoration

  Lee, H., Choi, H., Sohn, K. & Min, D., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE Computer Society, p. 2129-2139 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • k-Nearest Neighbors Algorithm 100%
  • Image Restoration 100%
  • Attention (Machine Learning) 50%
  • Convolutional Neural Network 25%
  • Computational Complexity 25%
  45 Scopus citations

• Memory Access Characteristics of Neural Network Workloads and Their Implications

  Park, S. & Bahn, H., 2022, Proceedings of IEEE Asia-Pacific Conference on Computer Science and Data Engineering, CSDE 2022. Institute of Electrical and Electronics Engineers Inc., (Proceedings of IEEE Asia-Pacific Conference on Computer Science and Data Engineering, CSDE 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Memory Access 100%
  • Neural Network 100%
  • Write Operation 33%
  • Read Operation 22%
  • Temporal Locality 11%
  8 Scopus citations

• Neural Matching Fields: Implicit Representation of Matching Fields for Visual Correspondence

  Hong, S., Jeon, S., Nam, J., Cho, S., Min, D., Hong, S. & Kim, S., 2022, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 35).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Postprocessing 100%
  • Computational Complexity 100%
  • Training Phase 100%
  • Semantic Feature 100%
  • High Dimensionality 100%
  1 Scopus citations

• Pin the Memory: Learning to Generalize Semantic Segmentation

  Kim, J., Lee, J., Park, J., Min, D. & Sohn, K., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE Computer Society, p. 4340-4350 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Image Segmentation 100%
  • Meta-Learning 50%
  • Learning Framework 25%
  • Conceptual Knowledge 25%
  • Abstract Method 25%
  37 Scopus citations

• PointFix: Learning to Fix Domain Bias for Robust Online Stereo Adaptation

  Kim, K., Park, J., Lee, J., Min, D. & Sohn, K., 2022, Computer Vision – ECCV 2022 - 17th European Conference, Proceedings. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 568-585 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13698 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Art Performance 100%
  • Learning Framework 100%
  • World Application 100%
  • Baseline Model 100%
  • Autonomous Driving 100%

• PSR: Probabilistic Serendipitous Recommendations

  Park, H., Oh, K. W. & Oh, U., 2022, Proceedings - 2022 International Conference on Computational Science and Computational Intelligence, CSCI 2022. Institute of Electrical and Electronics Engineers Inc., p. 790-795 6 p. (Proceedings - 2022 International Conference on Computational Science and Computational Intelligence, CSCI 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Recommendation Accuracy 100%
  • User Satisfaction 50%
  • Recommender Systems 50%

• Reconstructing Out-of-Order Issue Queue

  Jeong, I., Lee, J., Yoon, M. K. & Ro, W. W., 2022, Proceedings - 2022 55th Annual IEEE/ACM International Symposium on Microarchitecture, MICRO 2022. IEEE Computer Society, p. 144-161 18 p. (Proceedings of the Annual International Symposium on Microarchitecture, MICRO; vol. 2022-October).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Energy Efficiency 100%
  • Microarchitecture 33%
  • Scheduling Scheme 33%
  • Memory Access Latency 33%
  • Select Operation 33%
  6 Scopus citations

• Reducing the Overhead of Virtual Memory Swapping by Considering Application Characteristics and Memory Situations

  Bahn, H. & Kim, J., 2022, Proceedings - 2022 12th International Conference on Information Technology in Medicine and Education, ITME 2022. Institute of Electrical and Electronics Engineers Inc., p. 434-438 5 p. (Proceedings - 2022 12th International Conference on Information Technology in Medicine and Education, ITME 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Memory 100%
  • Measurement 16%
  5 Scopus citations

• SEQUENTIAL CROSS ATTENTION BASED MULTI-TASK LEARNING

  Kim, S., Choi, H. & Min, D., 2022, 2022 IEEE International Conference on Image Processing, ICIP 2022 - Proceedings. IEEE Computer Society, p. 2311-2315 5 p. (Proceedings - International Conference on Image Processing, ICIP).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Multitask Learning 100%
  • Multiple Task 100%
  • Art Performance 50%
  • Attention (Machine Learning) 50%
  • Scene Understanding 50%
  3 Scopus citations

• Understanding the touchscreen-based nonvisual target acquisition task performance of screen reader users

  Joh, H., Lee, Y. J. & Oh, U., 25 Apr 2022, Proceedings of the 19th International Web for All Conference, W4A 2022. Association for Computing Machinery, Inc, 11. (Proceedings of the 19th International Web for All Conference, W4A 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Task Performance 100%
  • Screen Reader User 100%
  • Visual Impairment 100%
  • User Interfaces 50%
  • User Performance 25%
  1 Scopus citations
• 2021

  Accelerating Probabilistic Volumetric Mapping using Ray-Tracing Graphics Hardware

  Min, H., Han, K. M. & Kim, Y. J., 2021, 2021 IEEE International Conference on Robotics and Automation, ICRA 2021. Institute of Electrical and Electronics Engineers Inc., p. 5440-5445 6 p. (Proceedings - IEEE International Conference on Robotics and Automation; vol. 2021-May).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Graphic Hardware 100%
  • ray-tracing 100%
  • Graphics Processing Unit 100%
  • Computer Graphic 25%
  • Benchmarking 25%
  5 Scopus citations