Department of Computer Science and Engineering

Research output

Research output per year 2004 2007 2020 2021 2022 2023 2024

• 11113 Citations
• 44 h-index
• 171 Article
• 145 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

• 2022

  Circuit: A JavaScript Memory Heap-Based Approach for Precisely Detecting Cryptojacking Websites

  Hong, H., Woo, S., Park, S., Lee, J. & Lee, H., 2022, In: IEEE Access. 10, p. 95356-95368 13 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Heap Memory 100%
  • Cryptojacking 100%
  • Evasion Technique 66%
  • Attackers 33%
  • Positive Effect 33%
  1 Citation (Scopus)

• 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%
  3 Citations (Scopus)

• Downlink Spectrum Sharing of Heterogeneous Communication Systems in LEO Satellite Networks

  Yun, J., An, T., Jo, H., Ku, B. J., Oh, D. & Joo, C., 2022 Dec, In: Journal of Communications and Networks. 24, 6, p. 722-729 8 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Communication System 100%
  • Low Earth Orbit 100%
  • Interference Constraint 100%
  • spectrum sharing 100%
  • Satellite Network 100%
  1 Citation (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%
  6 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)

• Full-text chemical identification with improved generalizability and tagging consistency

  Kim, H., Sung, M., Yoon, W., Park, S. & Kang, J., 2022, In: Database. 2022, baac074.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Generalizability 100%
  • Named Entity Recognition 100%
  • Transfer Learning 33%
  • Postprocessing Method 33%
  • Majority Voting 33%

• Generating Information-Seeking Conversations from Unlabeled Documents

  Kim, G., Kim, S., Yoo, K. M. & Kang, J., 2022, p. 2362-2378. 17 p.

  Research output: Contribution to conference › Paper › peer-review

  • Information-seeking Dialogue 100%
  • Modeling Information 100%
  • Conversational Search 20%
  • Questioners 20%
  • Question-answer Pairs 20%
  7 Citations (Scopus)

• GhostLeg: Selective Memory Coalescing for Secure GPU Architecture

  Lee, J., Jung, S., Suh, T., Oh, Y., Yoon, M. K. & Koo, G., 2022, In: IEEE Access. 10, p. 111449-111462 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Security Attack 100%
  • Memory Coalescing 100%
  • Secure Execution 100%
  • Attack Model 66%
  • User Data 33%
  1 Citation (Scopus)

• Graph Transformer Networks: Learning meta-path graphs to improve GNNs

  Yun, S., Jeong, M., Yoo, S., Lee, S., Yi, S. S., Kim, R., Kang, J. & Kim, H. J., 2022 Sept, In: Neural Networks. 153, p. 104-119 16 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Learning Network 100%
  • Graph Neural Network 100%
  • Graph Transformation 33%
  • Classification Task 25%
  • Representation Learning 25%
  28 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

  Open Access

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

• How Do Your Biomedical Named Entity Recognition Models Generalize to Novel Entities?

  Kim, H. & Kang, J., 2022, In: IEEE Access. 10, p. 31513-31523 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Named Entity Recognition 100%
  • Novel Entities 100%
  • Biomedical Literature 66%
  • Generalization Ability 33%
  • Utmost Importance 33%
  15 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)

• Improving SSH detection model using IPA time and WGAN-GP

  Lee, J. & Lee, H., 2022 May, In: Computers and Security. 116, 102672.

  Research output: Contribution to journal › Article › peer-review

  • Limitations 100%
  • Network Environment 100%
  • Data Sample 100%
  • Interarrival Time 100%
  • Arrival Time 100%
  6 Citations (Scopus)

• Inter-domain curriculum learning for domain generalization

  Kim, D., Kim, J. & Lee, J., 2022 Jun, In: ICT Express. 8, 2, p. 225-229 5 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Picture Archiving and Communication System (Medical Imaging) 100%
  • Meaningful Order 100%
  • Domain-invariant Representation 50%
  2 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%
  5 Citations (Scopus)

• Message from the General Chairs

  Chong, S., Joo, C. & Lee, K., 2022 Oct 3, In: Proceedings of the International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc). p. V

  Research output: Contribution to journal › Editorial › peer-review

• 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%
  10 Citations (Scopus)

• Occupancy Flow Fields for Motion Forecasting in Autonomous Driving

  Mahjourian, R., Kim, J., Chai, Y., Tan, M., Sapp, B. & Anguelov, D., 2022 Apr 1, In: IEEE Robotics and Automation Letters. 7, 2, p. 5639-5646 8 p.

  Research output: Contribution to journal › Article › peer-review

  • Autonomous Driving 100%
  • Motion Forecasting 100%
  • Experimental Result 33%
  • Motion Estimation 33%
  • Deep Learning 33%
  28 Citations (Scopus)

• Online Service Request Duplicating for Vehicular Applications

  Li, Q., Ma, X., Zhou, A., Joo, C. & Wang, S., 2022, (Accepted/In press) In: IEEE Transactions on Mobile Computing.

  Research output: Contribution to journal › Article › peer-review

  • Bounded Regret 100%
  • Vehicular System 100%
  • Service-Level Guarantee 100%
  2 Citations (Scopus)

• On the Economics Effects of CDN-Mediated Delivery on Content Providers

  Lee, S., Manjunath, D. & Joo, C., 2022 Dec 1, In: IEEE Transactions on Network and Service Management. 19, 4, p. 4449-4460 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Content Delivery Network 100%
  • Content Provider 100%
  • Economic Effect 100%
  • Internet Service 100%
  • Internet Service Provider 66%
  6 Citations (Scopus)

• ORA3D: Overlap Region Aware Multi-view 3D Object Detection

  Roh, W., Chang, G., Moon, S., Nam, G., Kim, C., Kim, Y., Kim, S. & Kim, J., 2022.

  Research output: Contribution to conference › Paper › peer-review

  • Overlap Region 100%
  • 3D Object Detection 100%
  • Multi-view 3D 100%
  • Stereo Depth Estimation 28%
  • Detection Method 16%

• Pandemics are catalysts of scientific novelty: Evidence from COVID-19

  Liu, M., Bu, Y., Chen, C., Xu, J., Li, D., Leng, Y., Freeman, R. B., Meyer, E. T., Yoon, W., Sung, M., Jeong, M., Lee, J., Kang, J., Min, C., Song, M., Zhai, Y. & Ding, Y., 2022 Aug, In: Journal of the Association for Information Science and Technology. 73, 8, p. 1065-1078 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Pandemic 100%
  • COVID-19 100%
  • Coronavirinae 100%
  • Scientific Novelty 100%
  • Nationalism 33%
  30 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%

• 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)

• Riding the IoT Wave with VFuzz: Discovering Security Flaws in Smart Homes

  Nkuba, C. K., Kim, S., Dietrich, S. & Lee, H., 2022, In: IEEE Access. 10, p. 1775-1789 15 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Common Vulnerability and Exposures Identifier 100%
  • Fuzzing Framework 100%
  • Assessing Vulnerability 100%
  • Prioritization Algorithm 14%
  • Device Vulnerabilities 14%
  10 Citations (Scopus)

• Sequence tagging for biomedical extractive question answering

  Yoon, W., Jackson, R., Lagerberg, A. & Kang, J., 2022 Aug 1, In: Bioinformatics. 38, 15, p. 3794-3801 8 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Answering Question 100%
  • Span Extraction 60%
  • Variable Number 50%
  • Processing Step 40%
  • Multiple Answers 40%
  15 Citations (Scopus)

• Simple Questions Generate Named Entity Recognition Datasets

  Kim, H., Yoo, J., Yoon, S., Lee, J. & Kang, J., 2022, p. 6220-6236. 17 p.

  Research output: Contribution to conference › Paper › peer-review

  • Named Entity Recognition 100%
  • Simple Questions 100%
  • Recognition Dataset 100%
  • Resource Model 40%
  • F1 Score 40%
  3 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%
  18 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%
  4 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%
  7 Citations (Scopus)

• xVDB: A High-Coverage Approach for Constructing a Vulnerability Database

  Hong, H., Woo, S., Choi, E., Choi, J. & Lee, H., 2022, In: IEEE Access. 10, p. 85050-85063 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Data Source 100%
  • Vulnerability Database 100%
  • Vulnerability Information 75%
  • Issue Tracker 28%
  • Multiple Data Source 25%
  5 Citations (Scopus)

• Zero-shot Visual Commonsense Immorality Prediction

  Jeong, Y., Park, S., Moon, S. & Kim, J., 2022.

  Research output: Contribution to conference › Paper › peer-review

  • Immorality 100%
  • Normative Ethic 33%
  • Good Behavior 20%
  • Moral AI 20%
  • Normative Ethics 20%
  1 Citation (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%
  44 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%
  30 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)

• Crowdsourced identification of multi-target kinase inhibitors for RET- And TAU- based disease- And Multi-Targeting Drug DREAM Challenge

  Xiong, Z., Jeon, M., Allaway, R. J., Kang, J., Park, D., Lee, J., Jeon, H., Ko, M., Jiang, H., Zheng, M., Tan, A. C., Guo, X., Dang, K. K., Tropsha, A., Hecht, C., Das, T. K., Carlson, H. A., Abagyan, R., Guinney, J. & Schlessinger, A. & 1 others, Cagan, R., 2021 Sept, In: PLoS Computational Biology. 17, 9, e1009302.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Drug Delivery System 100%
  • Disease 100%
  • Phosphotransferase Inhibitor 100%
  • Disease Complexity 33%
  • Multiple Drug Targets 33%
  9 Citations (Scopus)

• Crowdsourced mapping of unexplored target space of kinase inhibitors

  Team KinaseHunter, Team AmsterdamUMC-KU-team, Team DruginaseLearning, Team KERMIT-LAB - Ghent University, Team QED, Team METU_EMBLEBI_CROssBAR, Team DMIS_DK, Team AI Winter is Coming, Team hulab, Team ML-Med, Team Prospectors, Challenge organizers, The IDG-DREAM Drug-Kinase Binding Prediction Challenge Consortium, User oselot, Team N121, Team Let_Data_Talk, User thinng, Team KKT & Team Boun, 2021 Dec, In: Nature communications. 12, 1, 3307.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Crowdsourced Mapping 100%
  • Kinase 100%
  • Phosphotransferase 100%
  • Phosphotransferase Inhibitor 100%
  • Gradient Boosting 50%
  44 Citations (Scopus)

• Deep-Learning-Based Natural Language Processing of Serial Free-Text Radiological Reports for Predicting Rectal Cancer Patient Survival

  Kim, S., Lee, C. K., Choi, Y., Baek, E. S., Choi, J. E., Lim, J. S., Kang, J. & Shin, S. J., 2021 Nov 17, In: Frontiers in Oncology. 11, 747250.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Rectum Cancer 100%
  • Overall Survival 50%
  • Cohort Study 25%
  • Carcinoembryonic Antigen 25%
  • Deep Transfer Learning Models 25%
  2 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%
  5 Citations (Scopus)

• Exploring the spatial reasoning ability of neural models in human IQ tests

  Kim, H., Koh, Y., Baek, J. & Kang, J., 2021 Aug, In: Neural Networks. 140, p. 27-38 12 p.

  Research output: Contribution to journal › Article › peer-review

  • IQ Tests 100%
  • Complexity Level 100%
  • Spatial Reasoning 100%
  • Reasoning Test 20%
  1 Citation (Scopus)

• FlavorGraph: a large-scale food-chemical graph for generating food representations and recommending food pairings

  Park, D., Kim, K., Kim, S., Spranger, M. & Kang, J., 2021 Dec, In: Scientific reports. 11, 1, 931.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Food Representation 100%
  • Chemical Graph 100%
  • Food Science 100%
  • Food Data 20%
  • PAIR Technique 20%
  25 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%
  173 Citations (Scopus)

• Index-based Update Policy for Minimizing Information Mismatch with Markovian Sources

  Kang, S. & Joo, C., 2021 Dec, In: Journal of Communications and Networks. 23, 6, p. 488-498 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • State Information 100%
  • Time-varying States 20%
  • Actual State 20%
  • Whittle Index 20%
  • Close-form 20%
  2 Citations (Scopus)

• KU-DMIS at BioASQ 9: Data-centric and model-centric approaches for biomedical question answering

  Yoon, W., Yoo, J., Seo, S., Sung, M., Jeong, M., Kim, G. & Kang, J., 2021, In: CEUR Workshop Proceedings. 2936, p. 351-359 9 p.

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

  • Model-centric 100%
  • BioASQ 100%
  • Model Design 100%
  • Data Characteristic 100%
  • Multi-label Task 50%
  4 Citations (Scopus)