Department of Computer Science and Engineering

Research output

Research output per year 2004 2007 2020 2021 2022 2023 2024

• 11432 Citations
• 45 h-index
• 173 Article
• 148 Conference contribution
• 7 Conference article
• 4 Paper
• 6 More
  • 4 Editorial
  • 1 Chapter
  • 1 Letter

Research output per year

Research output per year

Search results

• 2024

  BEVMap: Map-Aware BEV Modeling for 3D Perception

  Chang, M., Moon, S., Mahjourian, R. & Kim, J., 2024 Jan 3, Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024. Institute of Electrical and Electronics Engineers Inc., p. 7404-7413 10 p. (Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024).

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

  • Depth Estimation 100%
  • Information Map 100%
  • Perspective View 100%
  • Autonomous Driving 100%
  • Bird's Eye View 100%
  1 Citation (Scopus)

• Cneps: A Precise Approach for Examining Dependencies Among Third-Party C/C++ Open-Source Components

  Na, Y., Woo, S., Lee, J. & Lee, H., 2024, Proceedings - 2024 ACM/IEEE 44th International Conference on Software Engineering, ICSE 2024. IEEE Computer Society, p. 2918-2929 12 p. (Proceedings - International Conference on Software Engineering).

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

  Open Access

  • Open Source Components 100%
  • Party Component 50%
  • Component Dependencies 33%
  • Third-party Components 33%

• CookingSense: A Culinary Knowledgebase with Multidisciplinary Assertions

  Choi, D., Gim, M., Park, D., Sung, M., Kim, H., Kang, J. & Choi, J., 2024, 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings. Calzolari, N., Kan, M.-Y., Hoste, V., Lenci, A., Sakti, S. & Xue, N. (eds.). European Language Resources Association (ELRA), p. 3983-3996 14 p. (2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings).

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

  • Semantic Filtering 100%

• Fine-tuning CLIP Text Encoders with Two-step Paraphrasing

  Kim, H., Yoon, S., Bui, T., Zhao, H., Tran, Q., Dernoncourt, F. & Kang, J., 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. 2175-2184 10 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

  • Contrastive Language-image Pre-training 100%
  • Text Encoder 100%
  • Training Model 100%
  • Image Retrieval 33%
  • World Application 33%

• Localization and Manipulation of Immoral Visual Cues for Safe Text-to-Image Generation

  Park, S., Moon, S., Park, S. & Kim, J., 2024 Jan 3, Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024. Institute of Electrical and Electronics Engineers Inc., p. 4663-4672 10 p. (Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024).

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

  • Image Synthesis 100%
  • Image Quality 33%
  • Diffusion Model 33%
  • Generation Model 33%
  • Image Manipulation 33%
  1 Citation (Scopus)
• 2023

  An Embedding-Dynamic Approach to Self-Supervised Learning

  Moon, S., Buracas, D., Park, S., Kim, J. & Canny, J., 2023, Proceedings - 2023 IEEE Winter Conference on Applications of Computer Vision, WACV 2023. Institute of Electrical and Electronics Engineers Inc., p. 2749-2757 9 p. (Proceedings - 2023 IEEE Winter Conference on Applications of Computer Vision, WACV 2023).

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

  • Self-Supervised Learning 100%
  • Dispersive Forces 100%
  • Dispersive 100%
  • Supervised Learning 100%
  • Multiclass Classification 50%

• Automatic Creation of Named Entity Recognition Datasets by Querying Phrase Representations

  Kim, H., Yoo, J., Yoon, S. & Kang, J., 2023, Long Papers. Association for Computational Linguistics (ACL), p. 7148-7163 16 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).

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

  • Named Entity Recognition 100%
  • False Positive 25%
  • Verification Process 25%
  • retrieval model 25%
  • Domain-specific Vocabulary 16%
  1 Citation (Scopus)

• AutoMetric: Towards Measuring Open-Source Software Quality Metrics Automatically

  Lee, T., Park, H. & Lee, H., 2023, Proceedings - 2023 IEEE/ACM International Conference on Automation of Software Test, AST 2023. Institute of Electrical and Electronics Engineers Inc., p. 47-55 9 p. (Proceedings - 2023 IEEE/ACM International Conference on Automation of Software Test, AST 2023).

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

  • Autometrics 100%
  • Reported Vulnerability 25%
  • Inactive Period 25%
  • Modern Software 25%
  • Number of Contributors 20%

• Enhancing Clinical Outcome Predictions through Auxiliary Loss and Sentence-Level Self-Attention

  Lee, S., Jang, G., Kim, C., Park, S., Yoo, K., Kim, J., Kim, S. & Kang, J., 2023, Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023. Jiang, X., Wang, H., Alhajj, R., Hu, X., Engel, F., Mahmud, M., Pisanti, N., Cui, X. & Song, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1210-1217 8 p. (Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023).

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

  • Auxiliary Sentence 100%
  • Diagnosis 100%
  • Prognosis 100%
  • Clinical Outcome 100%
  • Survival Rate 100%

• KU-DMIS-MSRA at RadSum23: Pre-trained Vision-Language Model for Radiology Report Summarization

  Kim, G., Kim, H., Ji, L., Bae, S., Kim, C., Sung, M., Kim, H., Yan, K., Chang, E. & Kang, J., 2023, BioNLP 2023 - BioNLP and BioNLP-ST, Proceedings of the Workshop. Demner-fushman, D., Ananiadou, S. & Cohen, K. (eds.). Association for Computational Linguistics (ACL), p. 567-573 7 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

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

  • Language Modeling 100%
  • Vision-language Models 100%
  • Multiple Task 33%
  • Superior Performance 33%
  • Multiple Domain 33%

• LIQUID: A Framework for List Question Answering Dataset Generation

  Lee, S., Kim, H. & Kang, J., 2023 Jun 27, AAAI-23 Technical Tracks 11. Williams, B., Chen, Y. & Neville, J. (eds.). AAAI press, p. 13014-13024 11 p. (Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023; vol. 37).

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

  Open Access

  • Annotation 100%
  • Synthetic Data 100%
  • Training Dataset 100%
  • Data Generation 100%
  • List Question 100%

• Optimizing Test-Time Query Representations for Dense Retrieval

  Sung, M., Park, J., Kang, J., Chen, D. & Lee, J., 2023, Findings of the Association for Computational Linguistics, ACL 2023. Association for Computational Linguistics (ACL), p. 5731-5746 16 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

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

  • Efficient Implementation 100%
  • retrieval performance 100%
  • Relevance Feedback 100%
  • Gradient Descent 100%
  • Instance Level 100%
  2 Citations (Scopus)

• Resolving Class Imbalance for LiDAR-based Object Detector by Dynamic Weight Average and Contextual Ground Truth Sampling

  Lee, D. & Kim, J., 2023, Proceedings - 2023 IEEE Winter Conference on Applications of Computer Vision, WACV 2023. Institute of Electrical and Electronics Engineers Inc., p. 682-691 10 p. (Proceedings - 2023 IEEE Winter Conference on Applications of Computer Vision, WACV 2023).

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

  • Object Detector 100%
  • Class Imbalance 100%
  • Dynamic Weight Average 100%
  • Resolving Class 100%
  • Detection Accuracy 33%
  1 Citation (Scopus)

• The Power of Sound (TPoS): Audio Reactive Video Generation with Stable Diffusion

  Jeong, Y., Ryoo, W., Lee, S., Seo, D., Byeon, W., Kim, S. & Kim, J., 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023. Institute of Electrical and Electronics Engineers Inc., p. 7788-7798 11 p. (Proceedings of the IEEE International Conference on Computer Vision).

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

  • Temporal Semantics 100%
  • Temporal Magnitude 33%
  • Generative Tools 16%
  2 Citations (Scopus)

• Towards Flexible Time-to-Event Modeling: Optimizing Neural Networks via Rank Regression

  Lee, H., Lee, J., Choi, T., Kang, J. & Choi, S., 2023 Sept 28, ECAI 2023 - 26th European Conference on Artificial Intelligence, including 12th Conference on Prestigious Applications of Intelligent Systems, PAIS 2023 - Proceedings. Gal, K., Gal, K., Nowe, A., Nalepa, G. J., Fairstein, R. & Radulescu, R. (eds.). IOS Press BV, p. 1340-1347 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 372).

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

  Open Access

  • Neural Network 100%
  • Failure Time 100%
  • Time-to-event Modeling 100%
  • Rank Regression 100%
  • Representation Learning 66%

• Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Models

  Kim, G., Kim, S., Jeon, B., Park, J. & Kang, J., 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. 996-1009 14 p. (EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings).

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

  • Disambiguation 100%
  • External Knowledge 100%
  • Multiple Dimension 100%
  • Large Language Model 100%
  • External Use 50%
  2 Citations (Scopus)

• V1SCAN: Discovering 1-day Vulnerabilities in Reused C/C++ Open-source Software Components Using Code Classification Techniques

  Woo, S., Choi, E., Lee, H. & Oh, H., 2023, 32nd USENIX Security Symposium, USENIX Security 2023. USENIX Association, p. 6541-6556 16 p. (32nd USENIX Security Symposium, USENIX Security 2023; vol. 9).

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

  • Classification Technique 100%
  • Open Source Software 100%
  • Software Component 100%
  • False Negative 50%
  • Supply Chain 25%
  5 Citations (Scopus)

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

  Jeong, J. H., Yoon, M. K., Oh, Y. & Koo, G., 2023 Aug 7, 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

  • Massively Parallel Processor 100%
  • Irregular Memory Access Patterns 20%
  • Memory Partitioning 20%
  • Memory Partition 20%
• 2022

  A denoised embedding space of genetic perturbation using Deep Metric Learning

  Ju, M., Lee, S. & Kang, J., 2022, Proceedings - 2022 IEEE International Conference on Big Data and Smart Computing, BigComp 2022. Unger, H., Kim, Y.-K., Hwang, E., Cho, S.-B., Pareigis, S., Kyandoghere, K., Ha, Y.-G., Kim, J., Morishima, A., Wagner, C., Kwon, H.-Y., Moon, Y.-S. & Leung, C. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 378-381 4 p. (Proceedings - 2022 IEEE International Conference on Big Data and Smart Computing, BigComp 2022).

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

  • Genetics 100%
  • Gene Knockdown 50%
  • Perturbagens 33%
  • LINCS L1000 33%

• Biomedical NER for the Enterprise with Distillated BERN2 and the Kazu Framework

  Yoon, W., Jackson, R., Ford, E., Poroshin, V. & Kang, J., 2022, EMNLP 2022 - Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: Industry Track. Association for Computational Linguistics (ACL), p. 629-636 8 p. (EMNLP 2022 - Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: Industry Track).

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

  • BioNLP 100%
  • Biomedical NER 100%
  • Coherent System 50%
  • Pharmaceutical Sector 50%
  • Open Source System 50%
  1 Citation (Scopus)

• Bridging the Domain Gap Towards Generalization in Automatic Colorization

  Lee, H., Kim, D., Lee, D., Kim, J. & Lee, J., 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. 527-543 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13677 LNCS).

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

  • Invariant Domain 100%
  • Color Information 33%
  • Picture Archiving and Communication System (Medical Imaging) 33%
  • Home Domain 33%
  • Line Art 33%
  2 Citations (Scopus)

• CacheRewinder: Revoking Speculative Cache Updates Exploiting Write-Back Buffer

  Lee, J., Lee, J., Suh, T. & Koo, G., 2022, Proceedings of the 2022 Design, Automation and Test in Europe Conference and Exhibition, DATE 2022. Bolchini, C., Verbauwhede, I. & Vatajelu, I. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 514-519 6 p. (Proceedings of the 2022 Design, Automation and Test in Europe Conference and Exhibition, DATE 2022).

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

  • Speculative Execution 100%
  • Cache Update 100%
  • Secret Information 50%
  • Attackers 25%
  • side-channel 25%

• Consistency Training with Virtual Adversarial Discrete Perturbation

  Park, J., Kim, G. & Kang, J., 2022, NAACL 2022 - 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 5646-5656 11 p. (NAACL 2022 - 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference).

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

  • Continuous Noise 100%
  • Text Editing 50%
  • Semi-supervised Text Classification 33%
  7 Citations (Scopus)

• Data-Centric and Model-Centric Approaches for Biomedical Question Answering

  Yoon, W., Yoo, J., Seo, S., Sung, M., Jeong, M., Kim, G. & Kang, J., 2022, Experimental IR Meets Multilinguality, Multimodality, and Interaction - 13th International Conference of the CLEF Association, CLEF 2022, Proceedings. Barrón-Cedeño, A., Da San Martino, G., Faggioli, G., Ferro, N., Degli Esposti, M., Sebastiani, F., Macdonald, C., Pasi, G., Hanbury, A. & Potthast, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 204-216 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13390 LNCS).

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

  • Model Design 100%
  • Centric Strategy 100%
  • Main Point 50%
  • Medical Question Answering System 25%
  • Automated Data Extraction 25%
  4 Citations (Scopus)

• DyGRAIN: An Incremental Learning Framework for Dynamic Graphs

  Kim, S., Yun, S. & Kang, J., 2022, Proceedings of the 31st International Joint Conference on Artificial Intelligence, IJCAI 2022. De Raedt, L. & De Raedt, L. (eds.). International Joint Conferences on Artificial Intelligence, p. 3157-3163 7 p. (IJCAI International Joint Conference on Artificial Intelligence).

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

  • Receptive Field 100%
  • Neural Network 25%
  • Lifelong Learning 25%
  • Complex Relations 20%
  • Dynamic Graph Structure 20%
  9 Citations (Scopus)

• FAVIQ: FAct Verification from Information-seeking Questions

  Park, J., Min, S., Kang, J., Zettlemoyer, L. & Hajishirzi, H., 2022, ACL 2022 - 60th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Muresan, S., Nakov, P. & Villavicencio, A. (eds.). Association for Computational Linguistics (ACL), p. 5154-5166 13 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).

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

  • Fact-checking 100%
  • Fact Verification 100%
  • Information-seeking Questions 100%
  • Model Checking 100%
  • Natural-Language Understanding 100%
  10 Citations (Scopus)

• Grounding Visual Representations with Texts for Domain Generalization

  Min, S., Park, N., Kim, S., Park, S. & Kim, J., 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. 37-53 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13697 LNCS).

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

  • Visual Representation 100%
  • Average Performance 33%
  • Embedding Space 33%
  • Invariant Domain 33%
  • Joint Embedding Space 33%
  9 Citations (Scopus)

• How to divide a permission token in the delegation process of blockchain-based access control for IoT

  Heo, J., Jang, H. & Lee, H., 2022, SysCon 2022 - 16th Annual IEEE International Systems Conference, Proceedings. Institute of Electrical and Electronics Engineers Inc., (SysCon 2022 - 16th Annual IEEE International Systems Conference, Proceedings).

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

  • Access Control 100%
  • Internet of Things 100%
  • Blockchain 100%
  • Access Control Policies 40%
  • Access Rights 40%
  1 Citation (Scopus)

• Improved Binding Affinity Prediction Using Non-Covalent Interactions and Graph Integration

  Choe, J., Kim, K., Ju, M., Lee, S. & Kang, J., 2022, Proceedings - 2022 IEEE International Conference on Big Data and Smart Computing, BigComp 2022. Unger, H., Kim, Y.-K., Hwang, E., Cho, S.-B., Pareigis, S., Kyandoghere, K., Ha, Y.-G., Kim, J., Morishima, A., Wagner, C., Kwon, H.-Y., Moon, Y.-S. & Leung, C. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 357-359 3 p. (Proceedings - 2022 IEEE International Conference on Big Data and Smart Computing, BigComp 2022).

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

  • Drug-protein Interaction Prediction 100%
  • Graph Integration 100%
  • Binding Affinity Prediction 100%
  • Non-Covalent Interactions 100%
  • Kd 100%
  3 Citations (Scopus)

• L2Fuzz: Discovering Bluetooth L2CAP Vulnerabilities Using Stateful Fuzz Testing

  Park, H., Nkuba, C. K., Woo, S. & Lee, H., 2022, Proceedings - 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2022. Institute of Electrical and Electronics Engineers Inc., p. 343-354 12 p. (Proceedings - 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2022).

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

  • L2CAP 100%
  • Malformed Packets 75%
  • Logical Link Control 50%
  • Rejection Ratio 50%
  8 Citations (Scopus)

• MOVERY: A Precise Approach for Modified Vulnerable Code Clone Discovery from Modified Open-Source Software Components

  Woo, S., Hong, H., Choi, E. & Lee, H., 2022, Proceedings of the 31st USENIX Security Symposium, Security 2022. USENIX Association, p. 3037-3053 17 p. (Proceedings of the 31st USENIX Security Symposium, Security 2022).

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

  • Vulnerable Function 100%
  • Vulnerability Signature 50%
  • open source software project 50%
  • Open Source Software Projects 50%
  • External Modification 50%
  14 Citations (Scopus)

• Poster: Automated Discovery of Sensor Spoofing Attacks on Robotic Vehicles

  Yang, K., Mohan, S., Kwon, Y., Lee, H. & Kim, C. H., 2022 Nov 7, CCS 2022 - Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security. Association for Computing Machinery, p. 3503-3505 3 p. (Proceedings of the ACM Conference on Computer and Communications Security).

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

  • Sensor Spoofing 100%
  • Robotic Vehicle 100%
  • Automated Discovery 100%
  • Spoofing Attack 100%
  • Attackers 66%
  1 Citation (Scopus)

• Prediction of COVID-19 infection spread through agent-based simulation

  An, T., Kim, H. & Joo, C., 2022 Oct 3, MobiHoc 2022 - Proceedings of the 2022 23rd International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing. Association for Computing Machinery, p. 247-252 6 p. (Proceedings of the International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc)).

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

  • Decision-Making 100%
  • Simulation Model 100%
  • Disease Control 100%
  • Behavior (Neuroscience) 100%
  • COVID-19 Confirmed Cases 25%
  3 Citations (Scopus)

• RecipeMind: Guiding Ingredient Choices from Food Pairing to Recipe Completion using Cascaded Set Transformer

  Gim, M., Choi, D., Maruyama, K., Choi, J., Kim, H., Park, D. & Kang, J., 2022 Oct 17, CIKM 2022 - Proceedings of the 31st ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 3092-3102 11 p. (International Conference on Information and Knowledge Management, Proceedings).

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

  • Affinity Score 100%
  • Score Prediction 100%
  • Food Pairing 100%
  • Set Transformer 100%
  • Cuisine 50%
  3 Citations (Scopus)

• Restore Buffer Overflow Attacks: Breaking Undo-Based Defense Schemes

  Lee, J. & Koo, G., 2022, 36th International Conference on Information Networking, ICOIN 2022. IEEE Computer Society, p. 315-318 4 p. (International Conference on Information Networking; vol. 2022-January).

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

  • Defense Scheme 100%
  • Transient Execution Attacks 100%
  • Out-of-Order Processor 50%
  • Out-of-order Processors 33%
  2 Citations (Scopus)

• Sound-Guided Semantic Image Manipulation

  Lee, S. H., Roh, W., Byeon, W., Yoon, S. H., Kim, C., Kim, J. & Kim, S., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE Computer Society, p. 3367-3376 10 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

  Open Access

  • Image Semantics 100%
  • Audio Input 33%
  • Audio Classification 33%
  19 Citations (Scopus)

• Sound-Guided Semantic Video Generation

  Lee, S. H., Oh, G., Byeon, W., Kim, C., Ryoo, W. J., Yoon, S. H., Cho, H., Bae, J., Kim, J. & Kim, S., 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. 34-50 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13677 LNCS).

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

  • Embedding Space 100%
  • Hierarchical Manner 50%
  • Temporal Context 50%
  • Module Maps 25%
  • Sound Image 25%
  4 Citations (Scopus)

• Stealth ECC: A Data-Width Aware Adaptive ECC Scheme for DRAM Error Resilience

  Lee, Y. S., Koo, G., Gong, Y. H. & Chung, S. W., 2022, Proceedings of the 2022 Design, Automation and Test in Europe Conference and Exhibition, DATE 2022. Bolchini, C., Verbauwhede, I. & Vatajelu, I. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 382-387 6 p. (Proceedings of the 2022 Design, Automation and Test in Europe Conference and Exhibition, DATE 2022).

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

  • Single Error Correction 100%
  • DRAM Errors 100%
  • Double Error Detection 100%
  • Error Detection 100%
  • Error Correction 100%
  6 Citations (Scopus)

• StopNet: Scalable Trajectory and Occupancy Prediction for Urban Autonomous Driving

  Kim, J., Mahjourian, R., Ettinger, S., Bansal, M., White, B., Sapp, B. & Anguelov, D., 2022, 2022 IEEE International Conference on Robotics and Automation, ICRA 2022. Institute of Electrical and Electronics Engineers Inc., p. 8957-8963 7 p. (Proceedings - IEEE International Conference on Robotics and Automation).

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

  • Trajectory Prediction 100%
  • Dense Urban Environment 50%
  • Output Representations 50%
  • Individual Trajectory 50%
  • Complementary Output 50%
  8 Citations (Scopus)
• 2021

  BLESS: BLE-aided swift Wi-Fi scanning in multi-protocol IoT networks

  Park, W., Ryoo, D., Joo, C. & Bahk, S., 2021 May 10, INFOCOM 2021 - IEEE Conference on Computer Communications. Institute of Electrical and Electronics Engineers Inc., 9488795. (Proceedings - IEEE INFOCOM; vol. 2021-May).

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

  • BLESS 100%
  • Internet of Things 100%
  • Wi-Fi 100%
  • Passive Scanning 66%
  • Channel Switching Delay 33%
  6 Citations (Scopus)

• Can Language Models be Biomedical Knowledge Bases?

  Sung, M., Lee, J., Yi, S. S., Jeon, M., Kim, S. & Kang, J., 2021, EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings. Association for Computational Linguistics (ACL), p. 4723-4734 12 p. (EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings).

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

  • Domain Knowledge Base 100%
  • Knowledge Triples 49%
  • Prompt Template 49%
  • Factual Knowledge 49%
  45 Citations (Scopus)

• CENTRIS: A precise and scalable approach for identifying modified open-source software reuse

  Woo, S., Park, S., Kim, S., Lee, H. & Oh, H., 2021 May, Proceedings - 2021 IEEE/ACM 43rd International Conference on Software Engineering, ICSE 2021. IEEE Computer Society, p. 860-872 13 p. (Proceedings - International Conference on Software Engineering).

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

  Open Access

  • Open Source Software Reuse 100%
  • Software Reuse 100%
  • License Violation 20%
  • Vulnerability Propagation 20%
  • Hardly Reached 20%
  33 Citations (Scopus)

• Comparison of decentralized and centralized update paradigms for remote tracking of distributed dynamic sources

  Kang, S., Eryilmaz, A. & Joo, C., 2021 May 10, INFOCOM 2021 - IEEE Conference on Computer Communications. Institute of Electrical and Electronics Engineers Inc., 9488777. (Proceedings - IEEE INFOCOM; vol. 2021-May).

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

  • Communication Cost 100%
  • User Communication 100%
  • State Information 100%
  • Remote Tracking 100%
  • Dynamic Source 100%
  5 Citations (Scopus)

• Dicos: Discovering Insecure Code Snippets from Stack Overflow Posts by Leveraging User Discussions

  Hong, H., Woo, S. & Lee, H., 2021 Dec 6, Proceedings - 37th Annual Computer Security Applications Conference, ACSAC 2021. Association for Computing Machinery, p. 194-206 13 p. (ACM International Conference Proceeding Series).

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

  • Android 100%
  • Code Reuse 100%
  • Open Source Software 100%
  • Code Snippets 100%
  • Change History 42%
  6 Citations (Scopus)

• HotR: End-to-End Human-Object Interaction Detection with Transformers

  Kim, B., Lee, J., Kang, J., Kim, E. S. & Kim, H. J., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 74-83 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

  • Human-Object Interaction Detection 100%
  • Postprocessing 33%
  • Object Detection 33%
  • Art Performance 33%
  • Semantic Relationship 33%
  178 Citations (Scopus)

• Learning dense representations of phrases at scale

  Lee, J., Sung, M., Kang, J. & Chen, D., 2021, ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 6634-6647 14 p. (ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference).

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

  • retrieval model 100%
  • Phrase Retrieval 100%
  • Open-domain QA 66%
  • Effective Method 50%
  • Sparse Representation 50%
  67 Citations (Scopus)

• Learn to resolve conversational dependency: A consistency training framework for conversational question answering

  Kim, G., Kim, H., Park, J. & Kang, J., 2021, ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 6130-6141 12 p. (ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference).

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

  • Conversational Question Answering 100%
  • Anaphora 100%
  • Performance Model 100%
  • Conversation History 50%
  34 Citations (Scopus)

• Neo-GNNs: Neighborhood Overlap-aware Graph Neural Networks for Link Prediction

  Yun, S., Kim, S., Lee, J., Kang, J. & Kim, H. J., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 13683-13694 12 p. (Advances in Neural Information Processing Systems; vol. 17).

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

  • Graph Neural Network 100%
  • Link Prediction 100%
  • Network Neighborhood 100%
  • Neighborhood Overlap 100%
  • Heuristic Method 42%
  59 Citations (Scopus)

• OCTOPOCS: Automatic Verification of Propagated Vulnerable Code Using Reformed Proofs of Concept

  Kwon, S., Woo, S., Seong, G. & Lee, H., 2021 Jun, Proceedings - 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2021. Institute of Electrical and Electronics Engineers Inc., p. 174-185 12 p. (Proceedings - 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2021).

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

  • Symbolic Execution 100%
  • Entry Point 100%
  • Directed Symbolic Execution 25%
  • Software Ecosystems 25%
  4 Citations (Scopus)

• On the CDN Pricing Strategies in the Internet Traffic Delivery Chain

  Lee, S. & Joo, C., 2021 Jan 13, 35th International Conference on Information Networking, ICOIN 2021. IEEE Computer Society, p. 680-682 3 p. 9333859. (International Conference on Information Networking; vol. 2021-January).

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

  • Network Pricing 100%
  • Delivery Chain 100%
  • Surrogate Server 20%
  1 Citation (Scopus)