College of Computing

Research output

Research output per year 1981 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2024

• 146780 Citations
• 169 h-index
• 1861 Conference contribution
• 1507 Article
• 195 Paper
• 165 Conference article
• 126 More
  • 52 Chapter
  • 47 Editorial
  • 12 Review article
  • 9 Comment/debate
  • 4 Letter
  • 1 Book
  • 1 Foreword/postscript

Research output per year

Research output per year

Search results

• 2024

  AGAThA: Fast and Efficient GPU Acceleration of Guided Sequence Alignment for Long Read Mapping

  Park, S., Hong, J., Song, J., Kim, H., Kim, Y. & Lee, J., 2024 Mar 2, PPoPP 2024 - Proceedings of the 29th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming. Association for Computing Machinery, p. 431-444 14 p. (Proceedings of the ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, PPOPP).

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

  Open Access

  • Graphics Processing Unit 100%
  • Sequence Alignment 100%
  • Dynamic Programming Method 11%
  • Memory Access 11%
  1 Citation (Scopus)

• BEC: Bit-Level Static Analysis for Reliability against Soft Errors

  Ko, Y. & Burgstaller, B., 2024, CGO 2024 - Proceedings of the 2024 IEEE/ACM International Symposium on Code Generation and Optimization. Grosser, T., Dubach, C., Steuwer, M., Xue, J., Ottoni, G. & Pereira, F. M. Q. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 283-295 13 p. (CGO 2024 - Proceedings of the 2024 IEEE/ACM International Symposium on Code Generation and Optimization).

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

  Open Access

  • Static Analysis 100%
  • Vulnerability 40%
  • Radioactivity 20%
  • Computer 20%
  • Level Analysis 20%

• Beyond SOT: Tracking Multiple Generic Objects at Once

  Mayer, C., Danelljan, M., Yang, M. H., Ferrari, V., Van Gool, L. & Kuznetsova, A., 2024 Jan 3, Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024. Institute of Electrical and Electronics Engineers Inc., p. 6812-6822 11 p. (Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024).

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

  • Tracking Object 100%
  • World Application 16%
  • New-State 16%
  5 Citations (Scopus)

• Chaining Event Spans for Temporal Relation Grounding

  Kim, J., Lee, D., Kim, M. & Hwang, S. W., 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. 1689-1700 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

  • Building-Blocks 100%
  • Temporal Semantics 100%
  • Syntactic Information 100%
  • Operating Network 100%
  • Inductive Reasoning 100%

• Characterizing and Quantifying Expert Input Behavior in League of Legends

  Lee, H., Lee, S., Nallapati, R., Uh, Y. & Lee, B., 2024 May 11, CHI 2024 - Proceedings of the 2024 CHI Conference on Human Factors in Computing Sytems. Association for Computing Machinery, 957. (Conference on Human Factors in Computing Systems - Proceedings).

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

  Open Access

  • Keyboard 100%
  • Input Device 100%
  • Behavior Analysis 100%
  • Skill Levels 100%

• CNN-Based Children Counting in Real-World Using Multiple IR-UWB Radars

  Park, A., Ryoo, K., Lee, S., Park, S., Lee, W. & Lee, K., 2024, RadarConf 2024 - 2024 IEEE Radar Conference, Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the IEEE Radar Conference).

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

  • impulse radio 100%
  • Sensitive Area 16%

• COMMIT: Code-Mixing English-Centric Large Language Model for Multilingual Instruction Tuning

  Lee, J., Jung, Y. & Hwang, S. W., 2024, Findings of the Association for Computational Linguistics: NAACL 2024 - Findings. Duh, K., Gomez, H. & Bethard, S. (eds.). Association for Computational Linguistics (ACL), p. 3130-3137 8 p. (Findings of the Association for Computational Linguistics: NAACL 2024 - Findings).

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

  • Large Language Model 100%
  • Language Modeling 20%
  • Alignment Work 20%

• Contrastive Learning of Multivariate Gaussian Distributions of Incremental Classes for Continual Learning

  Moon, H. J. & Cho, S. B., 2024, Artificial Intelligence for Neuroscience and Emotional Systems - 10th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2024, Proceedings. Ferrández Vicente, J. M., Val Calvo, M. & Adeli, H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 518-527 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14674 LNCS).

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

  • Learning Algorithm 100%
  • Learning Model 100%
  • Gaussian Distribution 100%
  • Robust Solution 50%
  • Constrained Model 50%
  2 Citations (Scopus)

• CSL: Class-Agnostic Structure-Constrained Learning for Segmentation Including the Unseen

  Zhang, H., Li, F., Qi, L., Yang, M. H. & Ahuja, N., 2024 Mar 25, Technical Tracks 14. Wooldridge, M., Dy, J. & Natarajan, S. (eds.). 7 ed. Association for the Advancement of Artificial Intelligence, p. 7078-7086 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 38, no. 7).

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

  Open Access

  • Tasks 100%
  • Structural Constraint 50%
  3 Citations (Scopus)

• Discovering Efficient Fused Layer Configurations for Executing Multi-Workloads on Multi-Core NPUs

  Lee, Y., Kim, H., Yu, Y., Cho, M., Seo, J. & Park, Y., 2024, 2024 Design, Automation and Test in Europe Conference and Exhibition, DATE 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings -Design, Automation and Test in Europe, DATE).

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

  • Multiple Convolution 100%
  • task-scheduling 50%

• Dual Stream Fusion U-Net Transformers for 3D Medical Image Segmentation

  Hong, S., Ahn, S., Jo, Y. & Park, S., 2024, Proceedings - 2024 IEEE International Conference on Big Data and Smart Computing, BigComp 2024. Unger, H., Chae, J., Lee, Y.-K., Wagner, C., Wang, C., Bennis, M., Ketcham, M., Suh, Y.-K. & Kwon, H.-Y. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 301-308 8 p. (Proceedings - 2024 IEEE International Conference on Big Data and Smart Computing, BigComp 2024).

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

  • Medical Image Segmentation 100%
  • Floating Point 33%
  • segmentation accuracy 33%

• Efficient Feature Selection Techniques for Accurate Cancer Analysis Using Krill Heard Optimization

  Singh, S. N., Mishra, S., Satapathy, S. K., Cho, S. B. & Mallick, P. K., 2024, ESIC 2024 - 4th International Conference on Emerging Systems and Intelligent Computing, Proceedings. Ray, N. K., Yanambaka, P. & Mallick, P. K. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 41-45 5 p. (ESIC 2024 - 4th International Conference on Emerging Systems and Intelligent Computing, Proceedings).

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

  • Herd 100%

• Enhancing Early Lung Cancer Detection using Deep Learning Techniques

  Badaya, H., Mishra, S., Satapathy, S. K., Cho, S. B. & Mallick, P. K., 2024, ESIC 2024 - 4th International Conference on Emerging Systems and Intelligent Computing, Proceedings. Ray, N. K., Yanambaka, P. & Mallick, P. K. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 82-88 7 p. (ESIC 2024 - 4th International Conference on Emerging Systems and Intelligent Computing, Proceedings).

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

  • Lung Tumor 100%

• Evidentiality-aware Retrieval for Overcoming Abstractiveness in Open-Domain Question Answering

  Song, Y., Lee, D., Jang, M., Hwang, S. W., Lee, K., Lee, D. & Yeo, 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. 1930-1943 14 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

  • Training Data 100%
  • Computational Cost 100%
  1 Citation (Scopus)

• GAN-Enhanced Vertical Federated Learning System for WHAR with non-IID Data

  Lee, C., Cho, S., Park, H., Park, J. & Lee, S., 2024, Proceedings of IEEE/IFIP Network Operations and Management Symposium 2024, NOMS 2024. Hong, J.W.-K., Seok, S.-J., Nomura, Y., Wang, Y.-C., Choi, B.-Y., Kim, M.-S., Riggio, R., Tsai, M.-H. & dos Santos, C. R. P. (eds.). Institute of Electrical and Electronics Engineers Inc., (Proceedings of IEEE/IFIP Network Operations and Management Symposium 2024, NOMS 2024).

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

  • Learning Systems 100%
  • Generative Adversarial Networks 100%
  • Federated Learning 100%
  • Human Activity Recognition 100%
  • Internet of Things Device 66%

• HIL: Hybrid Isotropy Learning for Zero-shot Performance in Dense Retrieval

  Kim, J., Lee, D. & Hwang, S. W., 2024, Long Papers. Duh, K., Gomez, H. & Bethard, S. (eds.). Association for Computational Linguistics (ACL), p. 7885-7896 12 p. (Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2024; vol. 1).

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

  • Spatial Distribution 100%
  • Information Retrieval 100%

• MAIDR: Making Statistical Visualizations Accessible with Multimodal Data Representation

  Seo, J. Y., Xia, Y., Lee, B., McCurry, S. & Yam, Y. J., 2024 May 11, CHI 2024 - Proceedings of the 2024 CHI Conference on Human Factors in Computing Sytems. Association for Computing Machinery, 211. (Conference on Human Factors in Computing Systems - Proceedings).

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

  Open Access

  • Interactive Data 100%
  • Data Representation 100%
  • Data Visualization 80%
  • Textual Description 20%
  • Data Exploration 20%
  1 Citation (Scopus)

• Only Send What You Need: Learning to Communicate Efficiently in Federated Multilingual Machine Translation

  Chu, Y. W., Han, D. J. & Brinton, C. G., 2024 May 13, WWW 2024 Companion - Companion Proceedings of the ACM Web Conference. Association for Computing Machinery, Inc, p. 1548-1557 10 p. (WWW 2024 Companion - Companion Proceedings of the ACM Web Conference).

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

  Open Access

  • Meta-Learning 100%
  • translation quality 100%

• Opportunistic Nudges for Task Migration between Personal Devices

  Joshi, N., Li, R., Li, J., Pavanatto, L., Pahud, M., Sharma, J., Lee, B., Romat, H., Buxton, W., Marquardt, N., Hinckley, K. & Riche, N. H., 2024 May 11, CHI 2024 - Extended Abstracts of the 2024 CHI Conference on Human Factors in Computing Sytems. Association for Computing Machinery, 256. (Conference on Human Factors in Computing Systems - Proceedings).

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

  Open Access

  • Migration Task 100%

• Optimizing Profitability of E-Scooter Sharing System via Battery-Aware Recommendation

  Kim, J., Jung, T., Choi, Y., Kim, D. & Cha, H., 2024 Jun 3, MOBISYS 2024 - Proceedings of the 2024 22nd Annual International Conference on Mobile Systems, Applications and Services. Association for Computing Machinery, Inc, p. 575-587 13 p. (MOBISYS 2024 - Proceedings of the 2024 22nd Annual International Conference on Mobile Systems, Applications and Services).

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

  Open Access

  • Reinforcement Learning 100%
  • System Operation 20%
  • Service Area 8%

• Orchestrating Multiple Mixed Precision Models on a Shared Precision-Scalable NPU

  Jung, K., Namkoong, S., Um, H., Kim, H., Kim, Y. & Park, Y., 2024 Jun 20, LCTES 2024 - Proceedings of the 25th ACM SIGPLAN/SIGBED International Conference on Languages, Compilers, and Tools for Embedded Systems, Co-located with: PLDI 2024. Shrivastava, A. & Sui, Y. (eds.). Association for Computing Machinery, p. 72-82 11 p. (Proceedings of the ACM SIGPLAN Conference on Languages, Compilers, and Tools for Embedded Systems (LCTES)).

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

  Open Access

  • Scheduling Algorithm 100%
  • Processing Unit 100%
  • Neural Network Model 50%
  • Deep Neural Network 50%
  • Quantization 25%

• Physics-based Indirect Illumination for Inverse Rendering

  Deng, Y., Li, X., Liu, S. & Yang, M. H., 2024, Proceedings - 2024 International Conference on 3D Vision, 3DV 2024. Institute of Electrical and Electronics Engineers Inc., p. 1249-1258 10 p. (Proceedings - 2024 International Conference on 3D Vision, 3DV 2024).

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

  Open Access

  • Indirect Illumination 100%
  • Rendering Work 50%

• Pipette: Automatic Fine-Grained Large Language Model Training Configurator for Real-World Clusters

  Yim, J., Song, J., Choi, Y., Lee, J., Jung, J., Jang, H. & Lee, J., 2024, 2024 Design, Automation and Test in Europe Conference and Exhibition, DATE 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings -Design, Automation and Test in Europe, DATE).

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

  • Computational Capacity 100%
  • Suboptimal Configuration 100%

• Quantifying Wrist-Aiming Habits with A Dual-Sensor Mouse: Implications for Player Performance and Workload

  Kang, D., Kim, N., Kang, D., Yoon, J. S., Kim, S. & Lee, B., 2024 May 11, CHI 2024 - Proceedings of the 2024 CHI Conference on Human Factors in Computing Sytems. Association for Computing Machinery, 756. (Conference on Human Factors in Computing Systems - Proceedings).

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

  Open Access

  • Positive Correlation 100%
  1 Citation (Scopus)

• Real-time 3D Target Inference via Biomechanical Simulation

  Moon, H. S., Liao, Y. C., Li, C., Lee, B. & Oulasvirta, A., 2024 May 11, CHI 2024 - Proceedings of the 2024 CHI Conference on Human Factors in Computing Sytems. Association for Computing Machinery, 719. (Conference on Human Factors in Computing Systems - Proceedings).

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

  Open Access

  • Driven Approach 100%
  • Inference Model 100%
  • Completion Time 100%
  • Capturing Data 100%
  • Intended Target 100%

• Redefining Activity Tracking Through Older Adults' Reflections on Meaningful Activities

  Wang, Y., Li, M., Kim, Y. H., Lee, B., Danilovich, M., Lazar, A., Conroy, D. E., Kacorri, H. & Choe, E. K., 2024 May 11, CHI 2024 - Proceedings of the 2024 CHI Conference on Human Factors in Computing Sytems. Association for Computing Machinery, 465. (Conference on Human Factors in Computing Systems - Proceedings).

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

  Open Access

  • Active Lifestyle 100%
  • Ageism 100%
  • Reflective Interview 50%

• ScriptMix: Mixing Scripts for Low-resource Language Parsing

  Lee, J., Lee, D. & Hwang, S. W., 2024, Long Papers. Duh, K., Gomez, H. & Bethard, S. (eds.). Association for Computational Linguistics (ACL), p. 6430-6444 15 p. (Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2024; vol. 1).

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

  • Parsing 100%
  • dependency parse 100%
  • Mechanical Strength 100%
  • Language Modeling 66%
  • Parts Of Speech Tagging 50%

• Small Objects Matters in Weakly-supervised Semantic Segmentation

  Mun, C., Lee, S., Uh, Y., Choe, J. & Byun, H., 2024 Jan 3, Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024. Institute of Electrical and Electronics Engineers Inc., p. 413-422 10 p. (Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024).

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

  Open Access

  • Weakly-Supervised Semantic Segmentation 100%

• Smart-Infinity: Fast Large Language Model Training using Near-Storage Processing on a Real System

  Jang, H., Song, J., Jung, J., Park, J., Kim, Y. & Lee, J., 2024, Proceedings - 2024 IEEE International Symposium on High-Performance Computer Architecture, HPCA 2024. IEEE Computer Society, p. 345-360 16 p. (Proceedings - International Symposium on High-Performance Computer Architecture).

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

  • Large Language Model 100%
  • Scalability 100%
  • Capacity Requirement 33%
  • Memory Capacity 33%
  • Memory Hierarchy 33%
  2 Citations (Scopus)

• Split Learning-based Sound Event Detection in Energy-Constrained Sensor Devices

  Ahn, J., Kim, D. & Cha, H., 2024, Proceedings - 23rd ACM/IEEE International Conference on Information Processing in Sensor Networks, IPSN 2024. Institute of Electrical and Electronics Engineers Inc., p. 176-187 12 p. (Proceedings - 23rd ACM/IEEE International Conference on Information Processing in Sensor Networks, IPSN 2024).

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

  • Event Detection 100%
  • Audio Compression 45%
  • Spectrogram 9%

• SuperST: Superficial Self-Training for Few-Shot Text Classification

  Lee, J. H., Hahn, J., Seo, H. T., Park, J. & Han, Y. S., 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. 15436-15447 12 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

  • Decision Boundary 100%
  • Text Classification 100%
  • Noisy Data 100%
  • Semisupervised Learning 66%
  • Performance Model 33%

• Towards Insider Threat Resilience: A Proposed Mitigation Model

  Kothari, N., Bhardwaj, C., Mishra, S., Satapathy, S. K., Cho, S. B. & Mallick, P. K., 2024, ESIC 2024 - 4th International Conference on Emerging Systems and Intelligent Computing, Proceedings. Ray, N. K., Yanambaka, P. & Mallick, P. K. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 62-67 6 p. (ESIC 2024 - 4th International Conference on Emerging Systems and Intelligent Computing, Proceedings).

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

  • Mitigation Strategy 100%
  • Security Culture 100%
  1 Citation (Scopus)

• Unsupervised Multi-Head Attention Autoencoder for Multivariate Time-Series Anomaly Detection

  Kim, M. & Park, S., 2024, Proceedings - 2024 IEEE International Conference on Big Data and Smart Computing, BigComp 2024. Unger, H., Chae, J., Lee, Y.-K., Wagner, C., Wang, C., Bennis, M., Ketcham, M., Suh, Y.-K. & Kwon, H.-Y. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1-7 7 p. (Proceedings - 2024 IEEE International Conference on Big Data and Smart Computing, BigComp 2024).

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

  • Industry Sector 100%
  1 Citation (Scopus)

• User Performance in Consecutive Temporal Pointing: An Exploratory Study

  Lee, D., Kim, S., Noh, J. & Lee, B., 2024 May 11, CHI 2024 - Proceedings of the 2024 CHI Conference on Human Factors in Computing Sytems. Association for Computing Machinery, 623. (Conference on Human Factors in Computing Systems - Proceedings).

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

  Open Access

  • Temporal Constraint 100%

• Visual Cues for Data Analysis Features Amplify Challenges for Blind Spreadsheet Users

  Perera, M., Lee, B., Choe, E. K. & Marriott, K., 2024 May 11, CHI 2024 - Proceedings of the 2024 CHI Conference on Human Factors in Computing Sytems. Association for Computing Machinery, 42. (Conference on Human Factors in Computing Systems - Proceedings).

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

  Open Access

  • System Feedback 100%
• 2023

  A Causally Explainable Deep Learning Model with Modular Bayesian Network for Predicting Electric Energy Demand

  Bu, S. J. & Cho, S. B., 2023, Hybrid Artificial Intelligent Systems - 18th International Conference, HAIS 2023, Proceedings. García Bringas, P., Pérez García, H., Martínez de Pisón, F. J., Martínez Álvarez, F., Troncoso Lora, A., Herrero, Á., Calvo Rolle, J. L., Quintián, H. & Corchado, E. (eds.). Springer Science and Business Media Deutschland GmbH, p. 519-532 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14001 LNAI).

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

  • Electric Energy 100%
  • Deep Learning 100%
  • Energy Demand 100%
  • Electric Power Utilization 50%
  • Time Series 50%

• Additional Document Required for Conditionally Accepted Paper

  Kim, D., Ahn, Y., Lee, C., Kim, W., Lee, K. H., Shin, D. & Lee, Y., 2023, EACL 2023 - 17th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 3463 1 p. (EACL 2023 - 17th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference).

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

• Adversarial Discriminator to Mitigate Gender Bias in Abusive Language Detection

  Park, J. & Cho, S. B., 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. 1851-1858 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 372).

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

  Open Access

  • Discriminator 100%
  • Superior Performance 25%
  • Detection Accuracy 25%
  • Autoencoder 25%
  • Information Theory 25%
  1 Citation (Scopus)

• AesPA-Net: Aesthetic Pattern-Aware Style Transfer Networks

  Hong, K., Jeon, S., Lee, J., Ahn, N., Kim, K., Lee, P., Kim, D., Uh, Y. & Byun, H., 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023. Institute of Electrical and Electronics Engineers Inc., p. 22701-22710 10 p. (Proceedings of the IEEE International Conference on Computer Vision).

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

  • Rhythm 100%
  • Semantics 100%
  9 Citations (Scopus)

• Amortized Inference with User Simulations

  Moon, H. S., Oulasvirta, A. & Lee, B., 2023 Apr 19, CHI 2023 - Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, 773. (Conference on Human Factors in Computing Systems - Proceedings).

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

  Open Access

  • Simulation Mode 100%
  • Probabilistic Inference 33%
  12 Citations (Scopus)

• A Subgraph Embedded GIN with Attention for Graph Classification

  Moon, H. J. & Cho, S. B., 2023, Intelligent Data Engineering and Automated Learning – IDEAL 2023 - 24th International Conference, Proceedings. Quaresma, P., Gonçalves, T., Camacho, D., Yin, H., Julian, V. & Tallón-Ballesteros, A. J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 356-367 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14404 LNCS).

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

  • Adjacency Matrix 100%
  1 Citation (Scopus)

• ATHENA: Mathematical Reasoning with Thought Expansion

  Kim, J. B., Kim, H. H., Hahn, J. & Han, Y. S., 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. 16315-16327 13 p. (EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings).

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

  Open Access

  • Mathematical Reasoning 100%
  • Mathematical Knowledge 33%
  2 Citations (Scopus)

• Automated Grading of Regular Expressions

  Kim, S. H., Kim, Y., Han, Y. S., Im, H. & Ko, S. K., 2023, Programming Languages and Systems - 32nd European Symposium on Programming, ESOP 2023, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2023, Proceedings. Wies, T. (ed.). Springer Science and Business Media Deutschland GmbH, p. 90-112 23 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13990 LNCS).

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

  Open Access

  • Regular Expression 100%
  • Regular Language 14%
  • Undergraduate Student 14%
  • Automaton 14%
  • Distance Learning 14%

• BallGAN: 3D-aware Image Synthesis with a Spherical Background

  Shin, M., Seo, Y., Bae, J., Choi, Y. S., Kim, H., Byun, H. & Uh, Y., 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023. Institute of Electrical and Electronics Engineers Inc., p. 7234-7245 12 p. (Proceedings of the IEEE International Conference on Computer Vision).

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

  Open Access

  • Foreground Object 100%
  • Computer Graphic 50%
  • Training 33%
  1 Citation (Scopus)

• Block Group Scheduling: A General Precision-scalable NPU Scheduling Technique with Capacity-aware Memory Allocation

  Lee, S., Lee, Y., Kim, H., Kim, T. & Park, Y., 2023, 2023 Design, Automation and Test in Europe Conference and Exhibition, DATE 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings -Design, Automation and Test in Europe, DATE; vol. 2023-April).

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

  • Memory Allocation 100%
  • Processing Unit 100%
  • Hardware Overhead 33%
  • Deep Neural Network 33%
  • Performance Improvement 33%
  1 Citation (Scopus)

• Blurring-Sharpening Process Models for Collaborative Filtering

  Choi, J., Hong, S., Park, N. & Cho, S. B., 2023 Jul 19, SIGIR 2023 - Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 1096-1106 11 p. (SIGIR 2023 - Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval).

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

  Open Access

  • Process Model 100%
  • Collaborative Filtering 100%
  • Generative Model 100%
  • Recovery Process 40%
  • Recommender Systems 20%
  17 Citations (Scopus)

• Burstormer: Burst Image Restoration and Enhancement Transformer

  Dudhane, A., Zamir, S. W., Khan, S., Khan, F. S. & Yang, M. H., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. IEEE Computer Society, p. 5703-5712 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2023-June).

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

  Open Access

  • State of the Art 100%
  24 Citations (Scopus)

• C ² LIR: Continual Cross-Lingual Transfer for Low-Resource Information Retrieval

  Lee, J., Lee, D., Kim, J. & Hwang, S. W., 2023, Advances in Information Retrieval - 45th European Conference on Information Retrieval, ECIR 2023, Proceedings. Kamps, J., Goeuriot, L., Crestani, F., Maistro, M., Joho, H., Davis, B., Gurrin, C., Caputo, A. & Kruschwitz, U. (eds.). Springer Science and Business Media Deutschland GmbH, p. 466-474 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13981 LNCS).

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

  • Information Retrieval 100%
  • Language Resource 60%
  • retrieval model 60%
  • Language Modeling 40%
  2 Citations (Scopus)

• Chart Reader: Accessible Visualization Experiences Designed with Screen Reader Users

  Thompson, J. R., Martinez, J. J., Sarikaya, A., Cutrell, E. & Lee, B., 2023 Apr 19, CHI 2023 - Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, 802. (Conference on Human Factors in Computing Systems - Proceedings).

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

  • Design Iteration 100%
  10 Citations (Scopus)

• CiteTracker: Correlating Image and Text for Visual Tracking

  Li, X., Huang, Y., He, Z., Wang, Y., Lu, H. & Yang, M. H., 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023. Institute of Electrical and Electronics Engineers Inc., p. 9940-9949 10 p. (Proceedings of the IEEE International Conference on Computer Vision).

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

  • Reference State 100%
  • Reference Point 100%
  14 Citations (Scopus)