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

• 44343 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

• 2024

  Ask, Assess, and Refine: Rectifying Factual Consistency and Hallucination in LLMs with Metric-Guided Feedback Learning

  Lee, D., Lee, H., Park, E. & Lim, H., 2024, EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference. Graham, Y., Purver, M. & Purver, M. (eds.). Association for Computational Linguistics (ACL), p. 2422-2433 12 p. (EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference; vol. 1).

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

  • Factual Consistency 100%
  • Large Language Model 100%
  • Citation Error 40%
  • Chat 33%
  • Iterative Refinement 33%

• Channel-optimized Local Region Riemannian Approach for Motor Imagery Classification

  Shin, J. & Chung, W., 2024, 12th International Winter Conference on Brain-Computer Interface, BCI 2024. Institute of Electrical and Electronics Engineers Inc., (International Winter Conference on Brain-Computer Interface, BCI).

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

  • Filter Bank 100%
  • Motor Imagery 100%
  • Local Region 100%
  • Classification Method 50%
  • Global Channel 50%

• Convolutional Transformer-in-Transformer for Automatic Sleep Stage Classification

  Kim, M. & Chung, W., 2024, 12th International Winter Conference on Brain-Computer Interface, BCI 2024. Institute of Electrical and Electronics Engineers Inc., (International Winter Conference on Brain-Computer Interface, BCI).

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

  • Numerical Simulation 100%
  • Feature Extraction 100%
  • local feature 100%
  • Computer Vision 100%
  • Classification Stage 100%

• Engaged and Affective Virtual Agents: Their Impact on Social Presence, Trustworthiness, and Decision-Making in the Group Discussion

  Kim, H., Han, B., Kim, J., Syawaludin, M. F., Kim, G. J. & Hwang, J. I., 2024 May 11, CHI 2024 - Proceedings of the 2024 CHI Conference on Human Factors in Computing Sytems. Association for Computing Machinery, 149. (Conference on Human Factors in Computing Systems - Proceedings).

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

  Open Access

  • Decision-Making 100%
  • Group Discussion 100%
  • virtual agent 100%
  • Social Presence 100%
  • Team Member 50%

• Generative Interpretation: Toward Human-Like Evaluation for Educational Question-Answer Pair Generation

  Moon, H., Lee, J., Eo, S., Park, C., Seo, J. & Lim, H., 2024, EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Findings of EACL 2024. Graham, Y., Purver, M. & Purver, M. (eds.). Association for Computational Linguistics (ACL), p. 2185-2196 12 p. (EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Findings of EACL 2024).

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

  • Evaluation Method 100%
  • Human-like 100%
  • Pair Generation 100%
  • Question-answer Pairs 100%
  • Answer Question 100%

• Hyper-BTS Dataset: Scalability and Enhanced Analysis of Back TranScription (BTS) for ASR Post-Processing

  Park, C., Seo, J., Lee, S., Son, J., Moon, H., Eo, S., Lee, C. & Lim, H., 2024, EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Findings of EACL 2024. Graham, Y., Purver, M. & Purver, M. (eds.). Association for Computational Linguistics (ACL), p. 67-78 12 p. (EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Findings of EACL 2024).

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

  • Transcription 100%
  • Automatic Speech Recognition 100%
  • Speech Recognition 100%
  • Error Categories 16%
  • Phonetic Transcription 16%
  1 Citation (Scopus)

• Keep Your Eyes on the Target: Enhancing Immersion and Usability by Designing Natural Object Throwing with Gaze-based Targeting

  Lee, J., Kim, H. & Kim, G. J., 2024 Jun 4, Proceedings - ETRA 2024, ACM Symposium on Eye Tracking Research and Applications. Spencer, S. N. (ed.). Association for Computing Machinery, 14. (Eye Tracking Research and Applications Symposium (ETRA)).

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

  • Conventional Controller 100%
  • Pitcher 25%
  • Arms Swinging 25%
  • Outfield Players 25%
  • Sport Content 25%

• PhishinWebView: Analysis of Anti-Phishing Entities in Mobile Apps with WebView Targeted Phishing

  Choi, Y., Lee, W. & Hur, J., 2024 May 13, WWW 2024 - Proceedings of the ACM Web Conference. Association for Computing Machinery, Inc, p. 1923-1932 10 p. (WWW 2024 - Proceedings of the ACM Web Conference).

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

  • WebView 100%
  • Phishing Sites 66%
  • Safe Browsing 33%
  • Individual Apps 25%
  • Security Recommendation 25%

• PianoFMS: Real-time Evaluation of Cybersickness by Keyboard Fingering

  Yang, Y., Kim, H., Kim, J. & Kim, G. J., 2024, Proceedings - 2024 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2024. Institute of Electrical and Electronics Engineers Inc., p. 731-732 2 p. (Proceedings - 2024 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2024).

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

  • Time Evaluation 100%
  • Piano 100%
  • Virtual Reality 100%
  • Piano Keys 25%

• Super-Resolution AR: Enhanced Image Visibility for AR Imagery

  Shin, H., Kim, H., Joo, D. & Kim, G. J., 2024, Proceedings - 2024 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2024. Institute of Electrical and Electronics Engineers Inc., p. 683-684 2 p. (Proceedings - 2024 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2024).

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

  • Image Quality 100%
  • Enhanced Image 100%
  • Low Contrast 100%
  • Super-resolution 100%
  • Deep Learning Methods 100%

• Synthesizing Input-Reflectionless Filters With Transmission Zeros: First Cauer, Then Foster

  Lee, J., Lee, J., Nam, S. & Choi, S., 2024, 2024 IEEE International Microwave Filter Workshop, IMFW 2024. Institute of Electrical and Electronics Engineers Inc., p. 205-207 3 p. (2024 IEEE International Microwave Filter Workshop, IMFW 2024).

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

  • Transmission Zero 100%
  • Reflectionless Filter 100%
  • Cauer 100%
  • Transmissions 100%
  • Filter 100%

• Temporal Convolutional Network-based Multi-View Sleep Staging

  Jung, K. & Chung, W., 2024, 12th International Winter Conference on Brain-Computer Interface, BCI 2024. Institute of Electrical and Electronics Engineers Inc., (International Winter Conference on Brain-Computer Interface, BCI).

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

  • Temporal Convolutional Network 100%
  • Recurrent Neural Network 50%
  • Computational Complexity 25%
  • Numerical Simulation 25%
  • Frequency Domain 25%

• The Effect of Directional Airflow toward Vection and Cybersickness

  Park, S., Son, S., Kim, J. & Kim, G. J., 2024, Proceedings - 2024 IEEE Conference on Virtual Reality and 3D User Interfaces, VR 2024. Institute of Electrical and Electronics Engineers Inc., p. 839-848 10 p. (Proceedings - 2024 IEEE Conference on Virtual Reality and 3D User Interfaces, VR 2024).

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

  • Directional 100%
  • Virtual Navigation 100%
  • Directional Airflow 100%
  • Virtual Reality 50%
  • Effective Mean 50%

• The Effects of False but Stable Heart Rate Feedback on Cybersickness and User Experience in Virtual Reality

  Joo, D., Kim, H. & Kim, G. J., 2024 May 11, CHI 2024 - Proceedings of the 2024 CHI Conference on Human Factors in Computing Sytems. Association for Computing Machinery, 795. (Conference on Human Factors in Computing Systems - Proceedings).

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

  Open Access

  • Virtual Reality 100%
  • User Experience 100%
  • Cybersickness 100%
  • Immersive Experience 50%
  • Physical Condition 25%

• u-DFOV: User-Activated Dynamic Field of View Restriction for Managing Cybersickness and Task Performance

  Yang, Y., Kim, H. & Kim, G. J., 2024, Proceedings - 2024 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2024. Institute of Electrical and Electronics Engineers Inc., p. 729-730 2 p. (Proceedings - 2024 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2024).

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

  • Task Performance 100%
  • Dynamic Field 100%
  • Activated Dynamics 100%
  • Cybersickness 100%
  • Interactive Tasks 50%
• 2023

  A Blockchain-based Trustworthy and Secure Review System for Decentralized e-Portfolio Platforms

  Merlec, M. M., Sinai, N. K. & In, H. P., 2023, ICTC 2023 - 14th International Conference on Information and Communication Technology Convergence: Exploring the Frontiers of ICT Innovation. IEEE Computer Society, p. 675-680 6 p. (International Conference on ICT Convergence).

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

  • Digital Format 100%
  • Secure Transaction 80%
  • Security Transparency 80%
  • Development Field 80%
  1 Citation (Scopus)

• Addressing Straggler Problem Through Dynamic Partial All-Reduce for Distributed Deep Learning in Heterogeneous GPU Clusters

  Kim, H. J., Song, C., Lee, H. M. & Yu, H., 2023, 2023 IEEE International Conference on Consumer Electronics, ICCE 2023. Institute of Electrical and Electronics Engineers Inc., (Digest of Technical Papers - IEEE International Conference on Consumer Electronics; vol. 2023-January).

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

  • Allreduce 100%
  • Distributed Deep Learning 100%
  • Straggler Problem 100%
  • Heterogeneous GPU Cluster 100%
  • Deep Learning 100%
  1 Citation (Scopus)

• A Honey postMessage, but a Heart of Gall: Exploiting Push Service in Service Workers Via postMessage

  Jeong, Y., Lee, W. & Hur, J., 2023 Jul 10, ASIA CCS 2023 - Proceedings of the 2023 ACM Asia Conference on Computer and Communications Security. Association for Computing Machinery, p. 785-796 12 p. (Proceedings of the ACM Conference on Computer and Communications Security).

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

  • PostMessage 100%
  • Legitimate Site 75%
  • Cross-Site Scripting 25%
  • Browsing History 25%
  • DDOS attack 25%

• Alternative Speech: Complementary Method to Counter-Narrative for Better Discourse

  Lee, S., Jung, D., Park, C., Lee, S. & Lim, H., 2023, Proceedings - 23rd IEEE International Conference on Data Mining Workshops, ICDMW 2023. Wang, J., He, Y., Dinh, T. N., Grant, C., Qiu, M. & Pedrycz, W. (eds.). IEEE Computer Society, p. 1438-1442 5 p. (IEEE International Conference on Data Mining Workshops, ICDMW).

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

  Open Access

  • Counter-narratives 100%
  • Surrounding Context 100%
  1 Citation (Scopus)

• A Pilot Study on the Impact of Discomfort Relief Measures on Virtual Reality Sickness and Immersion

  Kim, H., Kim, J. H., Joo, D. & Kim, G. J., 2023 Oct 9, VRST 2023 - 29th ACM Symposium on Virtual Reality Software and Technology. Association for Computing Machinery, 40. (Proceedings of the ACM Symposium on Virtual Reality Software and Technology, VRST).

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

  • Virtual Reality 100%
  • Perceived Immersion 33%
  • Mindful Breathing 33%
  • Physical Condition 25%
  • Usability Systems 25%
  1 Citation (Scopus)

• Automatic Sleep Stage Classification Method based on Transformer-in-Transformer

  Kim, M., Jung, K. & Chung, W., 2023, 11th International Winter Conference on Brain-Computer Interface, BCI 2023. Institute of Electrical and Electronics Engineers Inc., (International Winter Conference on Brain-Computer Interface, BCI; vol. 2023-February).

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

  • Classification Methods 100%
  • Transformer 100%
  • Sleep Stage Classification 100%
  • Classification Method 100%
  • Frequency Axis 100%
  2 Citations (Scopus)

• Automating Endurance Test for Flash-based Storage Devices in Samsung Electronics

  Kim, J., Jeon, M., Jang, S. & Oh, H., 2023, Proceedings - 2023 IEEE 16th International Conference on Software Testing, Verification and Validation, ICST 2023. Institute of Electrical and Electronics Engineers Inc., p. 317-326 10 p. (Proceedings - 2023 IEEE 16th International Conference on Software Testing, Verification and Validation, ICST 2023).

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

  • Genetic Programming 100%
  • SD Card 40%

• Beyond Candidates: Adaptive Dialogue Agent Utilizing Persona and Knowledge

  Lim, J., Kang, M., Kim, J., Kim, J., Hur, Y. & Lim, H., 2023, Findings of the Association for Computational Linguistics: EMNLP 2023. Association for Computational Linguistics (ACL), p. 7950-7963 14 p. (Findings of the Association for Computational Linguistics: EMNLP 2023).

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

  • Adaptive Dialogues 100%
  • Adaptive Dialogue Systems 50%
  • Persona Description 50%

• CHEF in the Language Kitchen: A Generative Data Augmentation Leveraging Korean Morpheme Ingredients

  Seo, J., Moon, H., Lee, J., Eo, S., Park, C. & Lim, H., 2023, EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings. Bouamor, H., Pino, J. & Bali, K. (eds.). Association for Computational Linguistics (ACL), p. 6014-6029 16 p. (EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings).

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

  • Generative Data 100%
  • Functional Morphemes 50%
  • Affixes 25%
  • Sentence Construction 25%
  • Morpheme Combination 25%

• Container Restart Reduction Technique in Kubernetes Using Memory Oversubscription

  Kang, T., Yu, H. & Lee, E., 2023, Proceedings - 2023 IEEE 20th International Conference on Mobile Ad Hoc and Smart Systems, MASS 2023. Institute of Electrical and Electronics Engineers Inc., p. 606-607 2 p. (Proceedings - 2023 IEEE 20th International Conference on Mobile Ad Hoc and Smart Systems, MASS 2023).

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

  • Oversubscription 100%
  • Kubernetes 100%
  • Memory Oversubscription 100%
  • Volatile Memory 33%
  • Memory Allocation 33%

• Control Channel Isolation in SDN Virtualization: A Machine Learning Approach

  Yoo, Y., Yang, G., Shin, C., Lee, J. & Yoo, C., 2023, Proceedings - 23rd IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, CCGrid 2023. Simmhan, Y., Altintas, I., Varbanescu, A.-L., Balaji, P., Prasad, A. S. & Carnevale, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 273-285 13 p. (Proceedings - 23rd IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, CCGrid 2023).

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

  • Channel Isolation 100%
  • LSTM Autoencoder 33%
  • Essential Property 33%
  4 Citations (Scopus)

• CReTIHC: Designing Causal Reasoning Tasks about Temporal Interventions and Hallucinated Confoundings

  Chun, C., Lee, S., Seo, J. & Lim, H., 2023, Findings of the Association for Computational Linguistics: EMNLP 2023. Association for Computational Linguistics (ACL), p. 10334-10343 10 p. (Findings of the Association for Computational Linguistics: EMNLP 2023).

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

  • Causal Reasoning 100%
  • Confounding 100%
  • Reasoning Tasks 100%
  • Large Language Models 100%
  • Natural Language Processing 100%

• Cross-View Self-fusion for Self-supervised 3D Human Pose Estimation in the Wild

  Kim, H. W., Lee, G. H., Oh, M. S. & Lee, S. W., 2023, Computer Vision – ACCV 2022 - 16th Asian Conference on Computer Vision, 2022, Proceedings. Wang, L., Gall, J., Chin, T.-J., Sato, I. & Chellappa, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 193-210 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13841 LNCS).

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

  • 3D Human Pose Estimation 100%
  • Inter-view Consistency 100%
  • Self-fusion 100%
  • Training Data 100%
  • Pose Estimation 100%
  1 Citation (Scopus)
• • Translation Lookaside Buffer 100%
  • CPU Cache 50%
  • Architectural Properties 50%
  • RDMA Networks 50%
  • Timing Side-channel Attack 50%
  1 Citation (Scopus)

• DHTee: Decentralized Infrastructure for Heterogeneous TEEs

  Karanjai, R., Gao, Z., Chen, L., Fan, X., Suh, T., Shi, W. & Xu, L., 2023, 2023 IEEE International Conference on Blockchain and Cryptocurrency, ICBC 2023. Institute of Electrical and Electronics Engineers Inc., (2023 IEEE International Conference on Blockchain and Cryptocurrency, ICBC 2023).

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

  • Execution Environments 100%
  • Decentralized Infrastructure 100%
  • Blockchain 25%
  • Coordination Mechanism 12%
  • Technical Challenge 12%
  3 Citations (Scopus)

• Did the Shark Eat the Watchdog in the NTP Pool? Deceiving the NTP Pool's Monitoring System

  Kwon, J., Song, J., Hur, J. & Perrig, A., 2023, 32nd USENIX Security Symposium, USENIX Security 2023. USENIX Association, p. 6151-6166 16 p. (32nd USENIX Security Symposium, USENIX Security 2023; vol. 9).

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

  • Sharks 100%
  • Monitoring Server 33%
  • Strategic Attack 33%
  1 Citation (Scopus)

• Directional Multimodal Flow to Help Mitigate VR Sickness

  Lee, S. & Kim, G. J., 2023 Oct 9, VRST 2023 - 29th ACM Symposium on Virtual Reality Software and Technology. Association for Computing Machinery, 49. (Proceedings of the ACM Symposium on Virtual Reality Software and Technology, VRST).

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

  • Motion Perception 100%
  • Visual Organ 50%

• Diver: Oracle-Guided SMT Solver Testing with Unrestricted Random Mutations

  Kim, J., So, S. & Oh, H., 2023, Proceedings - 2023 IEEE/ACM 45th International Conference on Software Engineering, ICSE 2023. IEEE Computer Society, p. 2224-2236 13 p. (Proceedings - International Conference on Software Engineering).

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

  • SMT Solver 100%
  • Differential Testing 33%
  • DReal 16%
  1 Citation (Scopus)

• Don't Push But Pull: Improving Awareness and Channel Utilization by Demand-Driven V2X Communication

  Kim, S. & Kim, H., 2023, 2023 IEEE 97th Vehicular Technology Conference, VTC 2023-Spring - Proceedings. Institute of Electrical and Electronics Engineers Inc., (IEEE Vehicular Technology Conference; vol. 2023-June).

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

  • Channel Utilization 100%
  • Push-based 100%
  • V2X Communication 100%
  • Demand-driven 100%
  • Pull-based 50%

• Dual-Mode Waveguide Cavity Filters and Diplexer With Fractional Bandwidths Around 0.2%

  Lee, J., Jeong, S. W., Lee, B., Lee, M. & Lee, J., 2023, 2023 International Conference on Electronics, Information, and Communication, ICEIC 2023. Institute of Electrical and Electronics Engineers Inc., (2023 International Conference on Electronics, Information, and Communication, ICEIC 2023).

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

  • Diplexer 100%
  • Synchronous Satellites 50%
  • Waveguide Diplexer 33%

• Epoch-level and Sequence-level Multi-Head Self-Attention-based Sleep Stage Classification

  Jung, K., Kim, M. & Chung, W., 2023, 11th International Winter Conference on Brain-Computer Interface, BCI 2023. Institute of Electrical and Electronics Engineers Inc., (International Winter Conference on Brain-Computer Interface, BCI; vol. 2023-February).

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

  • Parameter Size 100%
  • Sleep Epoch 100%
  • Neural Transformer 50%
  • Global Dependencies 50%
  • Transformer-based Method 50%
  1 Citation (Scopus)

• Explore the Way: Exploring Reasoning Path by Bridging Entities for Effective Cross-Document Relation Extraction

  Son, J., Kim, J., Lim, J., Jang, Y. & Lim, H., 2023, Findings of the Association for Computational Linguistics: EMNLP 2023. Association for Computational Linguistics (ACL), p. 6755-6761 7 p. (Findings of the Association for Computational Linguistics: EMNLP 2023).

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

  • Information Chain 100%
  • Constructed Path 100%
  • Cross-document Relation 100%
  • Implicit Relation 25%

• FakeBand: Virtual Band Music Performance with Balanced Interface for Individual Score/Rhythm Play and Inter-player Expression Coordination

  Son, S., Yang, Y., Lee, J. & Kim, G. J., 2023, Proceedings - 2023 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2023. Institute of Electrical and Electronics Engineers Inc., p. 657-658 2 p. (Proceedings - 2023 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2023).

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

  • Frustration-free 100%
  • Musical Expression 100%
  • Musical Experience 100%
  • Performance System 100%
  • Rhythm Game 100%
  1 Citation (Scopus)
• • Machine Translation 100%
  • Prompt Engineering 100%
  • Formality 100%
  • Driven Approach 66%
  • Language Modeling 33%
  6 Citations (Scopus)

• Improving Memory Utilization by Sharing DNN Models for Serverless Inference

  Kim, M. H., Lee, J., Yu, H. & Lee, E., 2023, 2023 IEEE International Conference on Consumer Electronics, ICCE 2023. Institute of Electrical and Electronics Engineers Inc., (Digest of Technical Papers - IEEE International Conference on Consumer Electronics; vol. 2023-January).

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

  • Neural Network Model 100%
  • Deep Neural Network 100%
  • Memory Utilization 100%
  • Response Time 33%
  • Inference Service 20%
  2 Citations (Scopus)

• Inferring Human Driver Intent in Partial Deployment of Connected Autonomous Vehicles: The Lane Change Case

  Na, J., Lee, H. & Kim, H., 2023, 2023 IEEE 97th Vehicular Technology Conference, VTC 2023-Spring - Proceedings. Institute of Electrical and Electronics Engineers Inc., (IEEE Vehicular Technology Conference; vol. 2023-June).

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

  • Connected Autonomous Vehicles 100%
  • Human-driven Vehicles 50%
  • Change Events 50%
  • Next Generation Simulation (NGSIM) 25%
  • Resource-constrained Computing 25%

• KEBAP: Korean Error Explainable Benchmark Dataset for ASR and Post-processing

  Koo, S., Park, C., Kim, J., Seo, J., Eo, S., Moon, H. & Lim, H., 2023, EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings. Bouamor, H., Pino, J. & Bali, K. (eds.). Association for Computational Linguistics (ACL), p. 4798-4815 18 p. (EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings).

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

  • Speech Recognition 100%
  • Postprocessing 100%
  • Automatic Speech Recognition 100%
  • Speech Recognition System 83%
  • Recognition Accuracy 16%
  1 Citation (Scopus)

• Learning Seed-Adaptive Mutation Strategies for Greybox Fuzzing

  Lee, M., Cha, S. & Oh, H., 2023, Proceedings - 2023 IEEE/ACM 45th International Conference on Software Engineering, ICSE 2023. IEEE Computer Society, p. 384-396 13 p. (Proceedings - International Conference on Software Engineering).

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

  • Limitations 100%
  • Experimental Result 50%
  • Specifies 50%
  • Similarities 50%
  • Target Program 33%
  4 Citations (Scopus)

• Learning to Boost Disjunctive Static Bug-Finders

  Ko, Y. & Oh, H., 2023, Proceedings - 2023 IEEE/ACM 45th International Conference on Software Engineering, ICSE 2023. IEEE Computer Society, p. 1097-1109 13 p. (Proceedings - International Conference on Software Engineering).

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

  Open Access

  • Program State 100%
  • Candidate Model 100%
  • State Selection 50%
  • Path Sensitivity 25%
  • Alarm Triggering 25%
  1 Citation (Scopus)

• Masked FER-2013: Augmented Dataset for Facial Expression Recognition

  Han, B., Kim, H., Kim, G. J. & Hwang, J. I., 2023, Proceedings - 2023 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2023. Institute of Electrical and Electronics Engineers Inc., p. 747-748 2 p. (Proceedings - 2023 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2023).

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

  • Facial Expression 100%
  • Use Case 100%
  • Videoconferencing 100%
  • Quantitative Evaluation 100%
  • Recognizer 100%
  2 Citations (Scopus)

• Mitigating Packet Collisions by Predicting Collective Perception Message Transmissions in Cellular V2X Environment

  Heo, S. & Kim, H., 2023, ICUFN 2023 - 14th International Conference on Ubiquitous and Future Networks. IEEE Computer Society, p. 328-333 6 p. (International Conference on Ubiquitous and Future Networks, ICUFN; vol. 2023-July).

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

  • Transmissions 100%
  • Persistent Scheduling 100%
  • Collective Perception 100%
  • Congestion Control 50%
  • Disruptions 50%
  1 Citation (Scopus)

• Multi-class Motor Imagery Classification using Multi-class SVM with Multi-band Riemannian Tangent Space Mapping

  Shin, J. & Chung, W., 2023, 11th International Winter Conference on Brain-Computer Interface, BCI 2023. Institute of Electrical and Electronics Engineers Inc., (International Winter Conference on Brain-Computer Interface, BCI; vol. 2023-February).

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

  • Support Vector Machine 100%
  • Riemannian Tangent Space 100%
  • Tangent Space 100%
  • Multiclass Classification 66%
  • Multi Class Classification 66%
  1 Citation (Scopus)

• Packet Delivery Impact of Predictive Resource Allocation for Quasi-Periodic Cellular V2X Communication

  Seon, H., Lee, H. & Kim, H., 2023, 2023 IEEE 97th Vehicular Technology Conference, VTC 2023-Spring - Proceedings. Institute of Electrical and Electronics Engineers Inc., (IEEE Vehicular Technology Conference; vol. 2023-June).

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

  • Predictive Resource Allocation 100%
  • Message Packet 50%
  • Periodic Packets 33%
  • Periodic Traffic 33%

• PEEP-Talk: A situational dialogue-based chatbot for english education

  Lee, S., Jang, Y., Park, C., Lee, J., Seo, J., Moon, H., Eo, S., Lee, S., Yahya, B. N. & Lim, H., 2023, System Demonstrations. Association for Computational Linguistics (ACL), p. 190-207 18 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 3).

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

  • English as a Foreign Language 100%
  • Situational 100%
  • Chatbot 100%
  • beginners 50%
  • Real Life 50%

• Post-hoc Utterance Refining Method by Entity Mining for Faithful Knowledge Grounded Conversations

  Jang, Y., Son, S., Lee, J., Son, J., Hur, Y., Lim, J., Moon, H., Yang, K. & Lim, H., 2023, EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings. Bouamor, H., Pino, J. & Bali, K. (eds.). Association for Computational Linguistics (ACL), p. 4844-4861 18 p. (EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings).

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

  • Entity Mining 100%
  • Knowledge-grounded Conversation 100%
  • Generation Language 100%
  • Source Knowledge 16%
  1 Citation (Scopus)