Center for Data-driven Science and Artificial Intelligence (CDS)

Research output

Research output per year 1984 2019 2020 2021 2022 2023 2025

• 254 Conference contribution
• 228 Article
• 19 Paper
• 12 Conference article
• 11 More
  • 7 Editorial
  • 2 Chapter
  • 2 Review article

Research output per year

Research output per year

Search results

• 2025

  Adaptive Region-Oriented Masked Vision Retentive Network for Predicting Macrovascular Invasion in Hepatocellular Carcinoma

  Takahashi, K., Inamori, R., Ichiji, K., Zhang, Z., Zeng, Y. & Homma, N., 2025, Medical Imaging 2025: Computer-Aided Diagnosis. Astley, S. M. & Wismuller, A. (eds.). SPIE, 134071S. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 13407).

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

  • Hepatocellular Carcinoma 100%
  • Liver Cell Carcinoma 100%
  • Morphology 100%
  • Patient Coding 100%
  • Portal Vein 100%

• EfficientCrackNet: A Lightweight Model for Crack Segmentation

  Zim, A. H., Iqbal, A., Al-Huda, Z., Malik, A. & Kuribayashi, M., 2025, Proceedings - 2025 IEEE Winter Conference on Applications of Computer Vision, WACV 2025. Institute of Electrical and Electronics Engineers Inc., p. 6279-6289 11 p. (Proceedings - 2025 IEEE Winter Conference on Applications of Computer Vision, WACV 2025).

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

  • Intensity Inhomogeneity 100%

• Forensics Analysis of Residual Noise Texture in digital Images for Detection of Deepfake

  Méreur, A., Mallet, A., Cogranne, R. & Kuribayashi, M., 2025, 2025 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2025 - Proceedings. Rao, B. D., Trancoso, I., Sharma, G. & Mehta, N. B. (eds.). Institute of Electrical and Electronics Engineers Inc., (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

  Open Access

  • Deepfakes 100%
  • Artificial Intelligence 100%
  • Residual Noise 100%
  • Deep Learning Model 50%
  • Generative Model 50%
• 2024

  A Large Collection of Model-generated Contradictory Responses for Consistency-aware Dialogue Systems

  Sato, S., Akama, R., Suzuki, J. & Inui, K., 2024, The 62nd Annual Meeting of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics, ACL 2024. Ku, L.-W., Martins, A. & Srikumar, V. (eds.). Association for Computational Linguistics (ACL), p. 16047-16062 16 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

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

  Open Access

  • Dialog System 100%
  • Response Generation 100%
  • Large Data Set 50%
  • Generation Model 50%
  • Extensive Collection 50%

• A Permutation-based Reversible Data Hiding Method with Zero Visual Distortion

  Zhu, W., Wong, K. S. & Kuribayashi, M., 2024, APSIPA ASC 2024 - Asia Pacific Signal and Information Processing Association Annual Summit and Conference 2024. Institute of Electrical and Electronics Engineers Inc., (APSIPA ASC 2024 - Asia Pacific Signal and Information Processing Association Annual Summit and Conference 2024).

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

  • Data Hiding 100%
  • Document Format 100%
  • File Format 100%
  • Data Type 50%
  • Applicability 33%
  1 Citation (Scopus)

• Attention Optimization in AI-Aided Drowning Diagnosis Using Post-Mortem CT to Mitigate Overfitting with Limited Training Data

  Zhang, Z., Zhang, X., Mizuno, T., Ichiji, K. & Homma, N., 2024, 2024 International Joint Conference on Neural Networks, IJCNN 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks).

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

  • Training Data 100%
  • Artificial Intelligence 100%
  • Deep Learning Method 100%
  • Tomography 100%
  • Deep Learning Model 33%

• Disinformation detection and source tracking using semi-fragile watermarking and blockchain

  Araghi, T. K., Megías, D., Garcia-Font, V., Kuribayashi, M. & Mazurczyk, W., 2024 Jun 5, Proceedings of the 2024 European Interdisciplinary Cybersecurity Conference, EICC 2024. Coopamootoo, K. & Sirivianos, M. (eds.). Association for Computing Machinery, p. 136-143 8 p. (ACM International Conference Proceeding Series).

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

  Open Access

  • Blockchain 100%
  • fragile watermarking 100%
  • Experimental Result 25%
  • Watermarking Scheme 25%
  • Extracted Watermark 25%
  2 Citations (Scopus)

• Document-level Translation with LLM Reranking: Team-J at WMT 2024 General Translation Task

  Kudo, K., Deguchi, H., Morishita, M., Fujii, R., Ito, T., Ozaki, S., Natsumi, K., Sato, K., Yano, K., Takahashi, R., Kimura, S., Hara, T., Sakai, Y. & Suzuki, J., 2024, WMT 2024 - 9th Conference on Machine Translation, Proceedings of the Conference. Haddow, B., Kocmi, T., Koehn, P. & Monz, C. (eds.). Association for Computational Linguistics, p. 210-226 17 p. (Conference on Machine Translation - Proceedings; vol. 2024-November).

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

  • Automatic Translation 100%
  • English 100%
  • Chinese Translation 100%
  • language corpora 100%
  • Large Language Model 100%
  2 Citations (Scopus)

• EAViT: External Attention Vision Transformer for Audio Classification

  Iqbal, A., Zim, A. H., Tonmoy, M. A., Zhou, L., Malik, A. & Kuribayashi, M., 2024, APSIPA ASC 2024 - Asia Pacific Signal and Information Processing Association Annual Summit and Conference 2024. Institute of Electrical and Electronics Engineers Inc., (APSIPA ASC 2024 - Asia Pacific Signal and Information Processing Association Annual Summit and Conference 2024).

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

  Open Access

  • Classification Accuracy 100%
  • Complex Process 100%
  • Network Capacity 100%
  • Digital Audio 100%
  • Audio Feature 100%

• STEP: Staged Parameter-Efficient Pre-training for Large Language Models

  Yano, K., Ito, T. & Suzuki, J., 2024, Student Research Workshop. Fu, X. & Fleisig, E. (eds.). Association for Computational Linguistics (ACL), p. 607-614 8 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 4).

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

  • Large Language Model 100%
  • Training Model 50%
  • Memory Requirement 50%

• The Impact of Integration Step on Integrated Gradients

  Makino, M., Asazuma, Y., Sasaki, S. & Suzuki, J., 2024, EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Student Research Workshop. Falk, N., Papi, S. & Zhang, M. (eds.). Association for Computational Linguistics (ACL), p. 279-289 11 p. (EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Student Research Workshop).

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

  • Internal Structure 100%
  • Numerical Integration 100%
  • Ideal Number 100%
  • Interpretability 100%
  2 Citations (Scopus)

• Tone-Mapping Resilient HDR Image Watermarking based on Multi-Transforms and Saliency Detection

  Khan, A., Wong, K. S., Kuribayashi, M. & Baskaran, V. M., 2024, 2024 International Conference on Electronics, Information, and Communication, ICEIC 2024. Institute of Electrical and Electronics Engineers Inc., (2024 International Conference on Electronics, Information, and Communication, ICEIC 2024).

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

  • Host Image 100%
  • Image Watermarking 100%
  • Dynamic Range 66%
  • Imperceptibility 66%
  • Watermarking 66%
  1 Citation (Scopus)

• Toward Universal Detector for Synthesized Images by Estimating Generative AI Models

  Seo, R., Kuribayashi, M., Ura, A., Mallet, A., Cogranne, R., Mazurczyk, W. & Megías, D., 2024, APSIPA ASC 2024 - Asia Pacific Signal and Information Processing Association Annual Summit and Conference 2024. Institute of Electrical and Electronics Engineers Inc., (APSIPA ASC 2024 - Asia Pacific Signal and Information Processing Association Annual Summit and Conference 2024).

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

  • Generated Image 100%
  • Discriminator 100%
  • Artificial Intelligence 100%
  • Classification Accuracy 66%
  • Estimation Result 66%

• Trustworthiness and explainability of a watermarking and machine learning-based system for image modification detection to combat disinformation

  Rosales, A., Malanowska, A., Koohpayeh Araghi, T., Kuribayashi, M., Kowalczyk, M., Blanche-Tarragó, D., Mazurczyk, W. & Megías, D., 2024 Jul 30, ARES 2024 - 19th International Conference on Availability, Reliability and Security, Proceedings. Association for Computing Machinery, 76. (ACM International Conference Proceeding Series).

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

  • Verification System 100%
  • Digital Platform 100%
  • Watermarking 100%
  • Machine Learning 100%
  • Learning System 100%
  1 Citation (Scopus)

• Vision Transformer-Based Breast Mass Diagnosis in Mammography Using Bilateral Information

  Zeng, T., Zhang, Z., Zeng, Y., Zhang, X., Ichiji, K. & Homma, N., 2024, 6th IEEE International Conference on Artificial Intelligence in Engineering and Technology, IICAIET 2024. Institute of Electrical and Electronics Engineers Inc., p. 147-152 6 p. (6th IEEE International Conference on Artificial Intelligence in Engineering and Technology, IICAIET 2024).

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

  • Breast Cancer 100%
  • Mammography 100%
  • Breast Tumor 100%
  • Computer-Aided Diagnosis 66%
  • Cancer Diagnosis 33%
• 2023

  Accountable Ring Signatures from Symmetric-Key Primitives*

  Anada, H., Fukumitsu, M. & Hasegawa, S., 2023, Proceedings - 2023 11th International Symposium on Computing and Networking, CANDAR 2023. Institute of Electrical and Electronics Engineers Inc., p. 86-92 7 p. (Proceedings - 2023 11th International Symposium on Computing and Networking, CANDAR 2023).

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

  • ring signature 100%
  • Signature Scheme 50%
  • Building-Blocks 25%
  • Security Properties 25%
  • group signature 25%
  1 Citation (Scopus)

• A Challenging Multimodal Video Summary: Simultaneously Extracting and Generating Keyframe-Caption Pairs from Video

  Kudo, K., Nagasawa, H., Suzuki, J. & Shimizu, N., 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. 7380-7402 23 p. (EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings).

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

  Open Access

  • Video Summarization 100%
  1 Citation (Scopus)

• A Proposal of Auxiliary Line Generation Algorithm for Portrait Drawing Learning Assistant System Using OpenPose and OpenCV

  Kong, Z., Zhang, Y., Funabiki, N., Huo, Y., Kuribayashi, M. & Harahap, D. P., 2023, GCCE 2023 - 2023 IEEE 12th Global Conference on Consumer Electronics. Institute of Electrical and Electronics Engineers Inc., p. 1-2 2 p. (GCCE 2023 - 2023 IEEE 12th Global Conference on Consumer Electronics).

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

  • Computervision 100%
  • Pose Estimation 100%
  • Assistant System 100%
  • Auxiliaries 100%
  • Facial Feature 33%
  4 Citations (Scopus)

• Assessing Step-by-Step Reasoning against Lexical Negation: A Case Study on Syllogism

  Ye, M., Kuribayashi, T., Suzuki, J., Kobayashi, G. & Funayama, H., 2023, EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings. Bouamor, H., Pino, J. & Bali, K. (eds.). Association for Computational Linguistics (ACL), p. 14753-14773 21 p. (EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings).

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

  Open Access

  • Case Study 100%
  • Logical Reasoning 100%
  4 Citations (Scopus)

• A Study on Eliminating Biased Node in Federated Learning

  Akai, R., Kuribayashi, M. & Funabiki, N., 2023, 2023 Asia Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2023. Institute of Electrical and Electronics Engineers Inc., p. 620-627 8 p. (2023 Asia Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2023).

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

  • Federated Learning 100%
  • Deep Learning Method 100%
  • Deep Learning Technique 33%
  • Deep Learning Model 33%
  • Detection Accuracy 33%
  1 Citation (Scopus)

• B2T Connection: Serving Stability and Performance in Deep Transformers

  Takase, S., Kiyono, S., Kobayashi, S. & Suzuki, J., 2023, Findings of the Association for Computational Linguistics, ACL 2023. Association for Computational Linguistics (ACL), p. 3078-3095 18 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

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

  Open Access

  • Effective Training 100%
  • Normalization Layer 100%
  • Experimental Result 50%
  • Main Source 50%
  • Deep Layer 50%
  5 Citations (Scopus)

• Consideration of On-Demand Online Exam-Taking Methods that Promote Continuous Learning

  Ozaki, T., Ohkawa, Y., Sato, T. & Mitsuishi, T., 2023, 2023 IEEE International Conference on Teaching, Assessment and Learning for Engineering, TALE 2023 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., (2023 IEEE International Conference on Teaching, Assessment and Learning for Engineering, TALE 2023 - Conference Proceedings).

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

  • Coronavirus 100%
  • Coronavirinae 100%
  • Lifelong Education 100%
  • Information Technology 100%
  • Behavior (Neuroscience) 50%

• Enhancing Mobile Learning App for Revamped Blended Learning Class in Beginner's Chinese Course

  Ohkawa, Y., Zhao, X., Mitsuishi, T., Gui, W. & Wang, X., 2023 Dec, 31st International Conference on Computers in Education, ICCE 2023 - Proceedings. Shih, J.-L., Kashihara, A., Chen, W., Chen, W., Ogata, H., Baker, R., Chang, B., Dianati, S., Madathil, J., Yousef, A. M. F., Yang, Y. & Zarzour, H. (eds.). Asia-Pacific Society for Computers in Education, p. 881-883 3 p. (31st International Conference on Computers in Education, ICCE 2023 - Proceedings; vol. 2).

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

  • Blended Learning 100%
  • Mobile Learning 100%
  • Chinese 100%
  • Electronic Learning 100%
  • Mobile Application 66%
  1 Citation (Scopus)

• Findings of the 2023 Conference on Machine Translation (WMT23): LLMs Are Here But Not Quite There Yet

  Kocmi, T., Avramidis, E., Bawden, R., Bojar, O., Dvorkovich, A., Federmann, C., Fishel, M., Freitag, M., Gowda, T., Grundkiewicz, R., Haddow, B., Koehn, P., Marie, B., Monz, C., Morishita, M., Murray, K., Nagata, M., Nakazawa, T., Popel, M. & Popović, M. & 2 others, Shmatova, M. & Suzuki, J., 2023, Proceedings of the 8th Conference on Machine Translation, WMT 2023. Association for Computational Linguistics, p. 1-42 42 p. (Conference on Machine Translation - Proceedings).

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

  • Machine Translation 100%
  • Large Language Model 100%
  • Metrics 100%
  • System Output 100%
  • Translation System 25%
  91 Citations (Scopus)

• Gait Recognition Scheme Focusing on Operating Characteristics at Feature Points Detected by OpenPose

  Tanaka, C., Kuribayashi, M. & Funabiki, N., 2023, 2023 Asia Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2023. Institute of Electrical and Electronics Engineers Inc., p. 613-619 7 p. (2023 Asia Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2023).

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

  • Gait Recognition 100%
  • Data Coordinate 50%
  1 Citation (Scopus)

• Geographically Weighted Sparse Group Lasso: Local and Global Variable Selections for GWR

  Ohishi, M., Kirishima, K., Okamura, K., Itoh, Y. & Yanagihara, H., 2023, Intelligent Decision Technologies - Proceedings of the 15th KESIDT 2023 Conference. Czarnowski, I., Howlett, R. J. & Jain, L. C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 183-192 10 p. (Smart Innovation, Systems and Technologies; vol. 352 SIST).

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

  • Apply It 100%
  • Regression Coefficient Estimate 100%
  • Variable Model 100%
  • Estimation Method 100%
  • Spatial Data 100%

• Group Signatures with Designated Traceability over Openers’ Attributes in Bilinear Groups

  Anada, H., Fukumitsu, M. & Hasegawa, S., 2023, Information Security Applications - 23rd International Conference, WISA 2022, Revised Selected Papers. You, I. & Youn, T.-Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 29-43 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13720 LNCS).

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

  • group signature 100%
  • Signature Scheme 33%
  • Anonymity 33%
  • Instantiation 33%
  • Access Structure 33%

• HDR Image Watermarking based on Saliency Detection and Quantization Index Modulation

  Khan, A., Kuribayashi, M., Wong, K. S. & Baskaran, V. M., 2023, 2023 Asia Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2023. Institute of Electrical and Electronics Engineers Inc., p. 1691-1696 6 p. (2023 Asia Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2023).

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

  • High Dynamic Range Image 100%
  • Saliency Detection 100%
  • Watermarking 100%
  • Quantization Index 100%
  • Modulation Index 100%
  2 Citations (Scopus)

• How Different Data Sources Impact Deep Learning Performance in COVID-19 Diagnosis using Chest X-ray Images

  Zhang, Z., Zhang, X., Ichiji, K., Bukovsky, I., Chou, S. & Homma, N., 2023, Proceedings - 2023 14th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2023. Institute of Electrical and Electronics Engineers Inc., p. 508-513 6 p. (Proceedings - 2023 14th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2023).

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

  • Data Source 100%
  • Learning Performance 100%
  • Deep Learning Method 100%
  • Impact Source 100%
  • X Ray 100%

• Hunt for Buried Treasures: Extracting Unclaimed Embodiments from Patent Specifications

  Hashimoto, C., Kumar, G., Hashimoto, S. & Suzuki, J., 2023, Industry Track. Association for Computational Linguistics (ACL), p. 25-36 12 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 5).

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

  • Invention Process 100%
  • Syntax 100%
  • Natural Language Inference 100%
  1 Citation (Scopus)

• Investigating the Effectiveness of Multiple Expert Models Collaboration

  Ito, I., Ito, T., Suzuki, J. & Inui, K., 2023, Findings of the Association for Computational Linguistics: EMNLP 2023. Association for Computational Linguistics (ACL), p. 14393-14404 12 p. (Findings of the Association for Computational Linguistics: EMNLP 2023).

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

  • Machine Translation 100%
  • Collaboration Model 100%
  • Domain Expert 100%
  • Aggregation Method 100%
  • Multiple Domain 50%
  1 Citation (Scopus)

• Optimizing User-PC Computing System with Multicore CPU Utilization through Parallel Computing Jobs Distributions

  Riyantoko, P. A., Funabiki, N., Zhuo, X., Kuribayashi, M., Aung, L. H. & Prasetya, D. A., 2023, IES 2023 - International Electronics Symposium: Unlocking the Potential of Immersive Technology to Live a Better Life, Proceeding. Yunanto, A. A., Ramadhani, A. D., Prayogi, Y. R., Putra, P. A. M., Ruswiansari, M., Ridwan, M., Gamar, F., Rahmawati, W. M., Rusli, R. M., Humaira, F. M. & Adila, A. F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 360-365 6 p. (IES 2023 - International Electronics Symposium: Unlocking the Potential of Immersive Technology to Live a Better Life, Proceeding).

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

  • Multicore 100%
  • Computing Resource 100%
  • Parallel Computer 100%
  • Multiple Process 33%
  • Parallel Approach 33%

• Preimage Sampling in the Higher-bit Approximate Setting with a Non-spherical Gaussian Sampler

  Dévéhat, A. L., Hasegawa, S. & Shizuya, H., 2023, Information Security and Cryptology – ICISC 2022 - 25th International Conference, ICISC 2022, Revised Selected Papers. Seo, S.-H. & Seo, H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 472-490 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13849 LNCS).

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

  • Approximates 100%
  • Pre-Image 100%
  • Gaussian Distribution 100%
  • public key 100%
  • Exhaustive Search 100%

• Refactoring Programs Using Large Language Models with Few-Shot Examples

  Shirafuji, A., Oda, Y., Suzuki, J., Morishita, M. & Watanobe, Y., 2023, Proceedings - 2023 30th Asia-Pacific Software Engineering Conference, APSEC 2023. IEEE Computer Society, p. 151-160 10 p. (Proceedings - Asia-Pacific Software Engineering Conference, APSEC).

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

  Open Access

  • Refactoring 100%
  • Large Language Model 100%
  • Code Refactoring 66%
  • Learning Experiences 33%
  • Maintainability 33%
  4 Citations (Scopus)

• SKIM at WMT 2023 General Translation Task

  Kudo, K., Ito, T., Morishita, M. & Suzuki, J., 2023, Proceedings of the 8th Conference on Machine Translation, WMT 2023. Association for Computational Linguistics, p. 128-136 9 p. (Conference on Machine Translation - Proceedings).

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

  • Data Augmentation 100%
  • Training Data 100%
  • Base 100%
  • Base Model 100%
  • Training Model 50%
  6 Citations (Scopus)

• Spatio-Temporal Analysis of Rates Derived from Count Data Using Generalized Fused Lasso Poisson Model

  Yamamura, M., Ohishi, M. & Yanagihara, H., 2023, Intelligent Decision Technologies - Proceedings of the 15th KESIDT 2023 Conference. Czarnowski, I., Howlett, R. J. & Jain, L. C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 225-234 10 p. (Smart Innovation, Systems and Technologies; vol. 352 SIST).

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

  • Poisson Model 100%
  • Count Data 100%
  2 Citations (Scopus)

• Study on Face Landmark-based Analysis for Synthetic Media Identification Generated by Adversarial Generative Networks

  Ura, A., Kuribayashi, M. & Funabiki, N., 2023, 2023 Asia Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2023. Institute of Electrical and Electronics Engineers Inc., p. 1684-1690 7 p. (2023 Asia Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2023).

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

  • Convolutional Neural Network 100%
  • Image Quality 100%
  • Image Processing Technique 100%
  • Generative Adversarial Networks 100%
  • Realism 100%

• Use of an AI-powered Rewriting Support Software in Context with Other Tools: A Study of Non-Native English Speakers

  Ito, T., Yamashita, N., Kuribayashi, T., Hidaka, M., Suzuki, J., Gao, G., Jamieson, J. & Inui, K., 2023 Oct 29, UIST 2023 - Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology. Association for Computing Machinery, Inc, 45. (UIST 2023 - Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology).

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

  Open Access

  • Re-writing 100%
  • non-native English speakers 100%
  • Non-native speakers of English 100%
  • Artificial Intelligence 100%
  • English Speaker 100%
  13 Citations (Scopus)
• 2022

  Accuracy Investigations of Fingerprint-based Indoor Localization System Using IEEE 802.15.4 in Two-Floor Environment

  Puspitaningayu, P., Funabiki, N., Huo, Y., Panduman, Y., Wu, X., Kuribayashi, M. & Kao, W. C., 2022, 2022 5th International Conference on Vocational Education and Electrical Engineering: The Future of Electrical Engineering, Informatics, and Educational Technology Through the Freedom of Study in the Post-Pandemic Era, ICVEE 2022 - Proceeding. Institute of Electrical and Electronics Engineers Inc., p. 89-94 6 p. (2022 5th International Conference on Vocational Education and Electrical Engineering: The Future of Electrical Engineering, Informatics, and Educational Technology Through the Freedom of Study in the Post-Pandemic Era, ICVEE 2022 - Proceeding).

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

  • Quality Indicator 100%
  • Testbed 50%
  • Indicator Value 50%
  • Transmitted Signal 50%
  1 Citation (Scopus)

• An Extension of Job-Worker Assignment Algorithm for Dynamic Job Migration for User-PC Computing System

  Kamoyedji, A. E. A., Funabiki, N., Htet, H., Zhou, X., Kuribayashi, M. & Sugawara, S., 2022 Jul 29, Proceedings of the 10th International Conference on Computer and Communications Management, ICCCM 2022. Association for Computing Machinery, p. 175-183 9 p. (ACM International Conference Proceeding Series).

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

  • Personal Computer 100%
  • Computing Platform 20%
  • Scheduling Algorithm 20%
  • Distributed Computing 20%
  • Job Scheduling 20%

• Application of Fingerprint-based Indoor Localization System Using IEEE 802.15.4 to Two-Floors Environment

  Puspitaningayu, P., Funabiki, N., Huo, Y., Hamazaki, K., Kuribayashi, M. & Kao, W. C., 2022, LifeTech 2022 - 2022 IEEE 4th Global Conference on Life Sciences and Technologies. Institute of Electrical and Electronics Engineers Inc., p. 239-240 2 p. (LifeTech 2022 - 2022 IEEE 4th Global Conference on Life Sciences and Technologies).

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

  • Detection Accuracy 100%
  4 Citations (Scopus)

• A Proposal of Phrase Fill-in-blank Problem for Learning Recursive Function in C Programming

  Lu, X., Chen, S., Funabiki, N., Kuribayashi, M. & Ueda, K., 2022, LifeTech 2022 - 2022 IEEE 4th Global Conference on Life Sciences and Technologies. Institute of Electrical and Electronics Engineers Inc., p. 123-124 2 p. (LifeTech 2022 - 2022 IEEE 4th Global Conference on Life Sciences and Technologies).

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

  • Recursive Function 100%
  • C Programming 100%
  • Problem Instance 40%
  • Assistant System 40%
  • Source Coding 25%
  10 Citations (Scopus)

• A Vision Transformer-Based Approach to Bearing Fault Classification via Vibration Signals

  Zim, A. H., Ashraf, A., Iqbal, A., Malik, A. & Kuribayashi, M., 2022, Proceedings of 2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2022. Institute of Electrical and Electronics Engineers Inc., p. 1321-1326 6 p. (Proceedings of 2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2022).

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

  Open Access

  • Image Frequency 100%
  • Convolutional Neural Network 100%
  • Bearing Failure 100%
  • Rotating Machinery 50%
  • Input Parameter 50%
  7 Citations (Scopus)

• Balancing Cost and Quality: An Exploration of Human-in-the-Loop Frameworks for Automated Short Answer Scoring

  Funayama, H., Sato, T., Matsubayashi, Y., Mizumoto, T., Suzuki, J. & Inui, K., 2022, Artificial Intelligence in Education - 23rd International Conference, AIED 2022, Proceedings. Rodrigo, M. M., Matsuda, N., Cristea, A. I. & Dimitrova, V. (eds.). Springer Science and Business Media Deutschland GmbH, p. 465-476 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13355 LNCS).

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

  Open Access

  • Confidence Estimation 100%
  • Human-in-the-Loop 100%
  • Estimation Method 100%
  • High Reliability 50%
  • Model Prediction 50%
  10 Citations (Scopus)

• Classification of Screenshot Image Captured in Online Meeting System

  Kuribayashi, M., Kamakari, K. & Funabiki, N., 2022, Machine Learning and Knowledge Extraction - 6th IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference, CD-MAKE 2022, Proceedings. Holzinger, A., Holzinger, A., Holzinger, A., Kieseberg, P., Tjoa, A. M., Weippl, E. & Weippl, E. (eds.). Springer Science and Business Media Deutschland GmbH, p. 244-255 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13480 LNCS).

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

  • Captured Image 100%
  • Deep Learning Technique 50%
  • Information Leakage 50%
  • Experimental Result 50%
  • Classification Accuracy 50%

• Defense Against Adversarial Examples Using Beneficial Noise

  Raval, P., Khakhi, H., Kuribayashi, M. & Raval, M. S., 2022, Proceedings of 2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2022. Institute of Electrical and Electronics Engineers Inc., p. 1842-1848 7 p. (Proceedings of 2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2022).

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

  • Building Information Modeling Technology 100%

• Detection and Correction of Adversarial Examples Based on IPEG-Compression-Derived Distortion

  Tsunomori, K., Yamasaki, Y., Kuribayashi, M., Funabiki, N. & Echizen, I., 2022, Proceedings of 2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2022. Institute of Electrical and Electronics Engineers Inc., p. 1831-1836 6 p. (Proceedings of 2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2022).

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

  • Adversarial Example 100%
  • Filtering Operation 42%
  • Computational Complexity 14%
  • Face Recognition 14%
  • Adversarial Machine Learning 14%

• Diverse Lottery Tickets Boost Ensemble from a Single Pretrained Model

  Kobayashi, S., Kiyono, S., Suzuki, J. & Inui, K., 2022, 2022 Challenges and Perspectives in Creating Large Language Models, Proceedings of the Workshop. Fan, A., Ilic, S., Wolf, T. & Galle, M. (eds.). Association for Computational Linguistics (ACL), p. 42-50 9 p. (2022 Challenges and Perspectives in Creating Large Language Models, Proceedings of the Workshop).

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

  • ticket 100%
  • Lottery 100%
  • Popular 33%
  • Resorts 33%
  4 Citations (Scopus)

• Dynamic Group Signatures with Message Dependent Opening and Non-Interactive Signing

  Anada, H., Fukumitsu, M. & Hasegawa, S., 2022, Proceedings - 2022 10th International Symposium on Computing and Networking, CANDAR 2022. Institute of Electrical and Electronics Engineers Inc., p. 76-82 7 p. (Proceedings - 2022 10th International Symposium on Computing and Networking, CANDAR 2022).

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

  • group signature 100%
  • Security Requirements 14%
  • Security Model 14%
  • Anonymity 14%
  1 Citation (Scopus)

• Estimating Time-Variant Variables' Effects on a Micro Scale for Time-Based Crime Prediction

  Ohyama, T., 2022, ICBIR 2022 - 2022 7th International Conference on Business and Industrial Research, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 143-148 6 p. (ICBIR 2022 - 2022 7th International Conference on Business and Industrial Research, Proceedings).

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

  • Microscale 100%
  • Imbalanced Data 100%
  • Risk Factor 100%
  2 Citations (Scopus)