Organization for Innovations in Data Synergy

Research output

Research output per year 1983 2012 2013 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025

• 1081 Conference contribution
• 874 Article
• 67 Paper
• 55 Conference article
• 101 More
  • 44 Editorial
  • 31 Chapter
  • 16 Review article
  • 9 Comment/debate
  • 1 Letter

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%

• A Method for Detecting Hands Moving Objects from Videos

  Konishi, R., Abe, T. & Suganuma, T., 2025, In: Proceedings of the International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. 2, p. 392-399 8 p.

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

  • Training Model 100%
  • Motion Information 100%
  • Surrounding Region 100%

• Auto-Tuning Mixed-Precision Computation by Specifying Multiple Regions

  Ren, X., Kawai, M., Hoshino, T., Katagiri, T. & Nagai, T., 2025 Jan 25, In: Concurrency and Computation: Practice and Experience. 37, 2, e8326.

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

  • Benchmark Program 100%
  • Multiple Region 100%
  • Fluid Statics 100%
  • Atmospheric Model 100%
  • Supercomputer 50%
  1 Citation (Scopus)

• Beyond Click to Cognition: Effective Interventions for Promoting Examination of False Beliefs in Misinformation

  Tanaka, Y., Arai, H., Inuzuka, M., Takahashi, Y., Kukita, M., Iseki, R. & Inui, K., 2025 Apr 26, CHI 2025 - Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, 961. (Conference on Human Factors in Computing Systems - Proceedings).

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

  • False Belief 100%
  • Effective Intervention 100%
  • Behavior (Neuroscience) 100%

• B-spline-based material point method with dynamic load balancing technique for large-scale simulation

  Hidano, S., Pan, S., Yoshida, K., Nomura, R., Miki, Y., Kawai, M., Moriguchi, S., Nakajima, K. & Terada, K., 2025, (Accepted/In press) In: Engineering with Computers. 106504.

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

  Open Access

  • Dynamic Loads 100%
  • Material Point Method 100%
  • Dynamic Load Balancing 100%
  • Spline Basis Function 50%
  • Illustrates 33%

• Chaotic map-coded metaheuristics for metameric variable-length problems

  Yang, H., Li, H., Yang, Y., Chiba, N., Kagami, S., Hashimoto, K. & Nagata, Y., 2025 Dec, In: Genetic Programming and Evolvable Machines. 26, 2, 19.

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

  • Metaheuristics 100%
  • chaotic map 100%
  • Variable Length 100%
  • World Application 25%
  • Optimization Problem 25%

• Coordinate descent algorithm for generalized group fused Lasso

  Ohishi, M., Okamura, K., Itoh, Y., Wakaki, H. & Yanagihara, H., 2025 Jan, In: Behaviormetrika. 52, 1, p. 105-137 33 p.

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

  Open Access

  • One-to-Many Relationship 100%
  • Spatial Data Analysis 100%
  • Spatial Data 100%
  • Coordinate Direction 100%

• Correction to: How to Play Old Maid with Virtual Players (Theory of Computing Systems, (2025), 69, 1, (13), 10.1007/s00224-024-10203-w)

  Shinagawa, K., Miyahara, D. & Mizuki, T., 2025 Jun, In: Theory of Computing Systems. 69, 2, 18.

  Research output: Contribution to journal › Comment/debate

  Open Access

  • Unmarried Woman 100%

• Design and Implementation of Card Games with AR Technology

  Hamaguchi, Y., Abe, T. & Suganuma, T., 2025, 2025 IEEE International Conference on Consumer Electronics, ICCE 2025. Institute of Electrical and Electronics Engineers Inc., (Digest of Technical Papers - IEEE International Conference on Consumer Electronics).

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

  • Augmented Reality 100%
  • Augmented Reality Technology 100%
  • Spatial Interaction 33%
  • Digital Information 33%
  • Real Space 25%

• Deterministic Compression of Word Embeddings

  Nakamura, Y., Suzuki, J., Ito, T. & Inui, K., 2025, In: IEEE Access. 13, p. 39248-39262 15 p.

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

  Open Access

  • Word Embedding 100%
  • Convex Optimization 33%
  • Natural Language Processing 16%
  • Long Short-Term Memory Network 16%
  • Optimization Problem 16%

• Effect of Cumulative Exposure on the Efficacy of Paroxetine: A Population Pharmacokinetic-Pharmacodynamic and Machine Learning Analyses

  Shigetome, K., Egashira, T., Tomita, T., Higa, N., Iwashita, K., Morita, K., Nishimura, M., Kaneko, T., Maeda, H., Yamada, K. D., Kajiwara-Morita, A., Oniki, K., Yasui-Furukori, N. & Saruwatari, J., 2025 Jun, In: CPT: Pharmacometrics and Systems Pharmacology. 14, 6, p. 1119-1127 9 p.

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

  • Pharmacodynamics 100%
  • Paroxetine 100%
  • Pharmacokinetics 100%
  • Selective Serotonin Reuptake Inhibitor 42%
  • Blood Plasma 42%

• Effects of finite arithmetic precision on large-scale direct numerical simulation of box turbulence by spectral method

  Okamoto, N., Ishihara, T., Yokokawa, M. & Kaneda, Y., 2025 Jun, In: Physical Review Fluids. 10, 6, 064603.

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

  • Spectral Method 100%
  • Double Precision Arithmetic 100%
  • Direct Numerical Simulation 100%
  • Boundary Condition 50%
  • Temporal Evolution 50%

• 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

  • Pavement 100%
  • Crack Detection 100%
  • Hybrid Model 50%
  • Computervision 50%
  • Structural Integrity 50%
  1 Citation (Scopus)

• Evaluating Model Alignment with Human Perception: A Study on Shitsukan in LLMs and LVLMs

  Shiono, D., Brassard, A., Ishizuki, Y. & Suzuki, J., 2025, Main Conference. Rambow, O., Wanner, L., Apidianaki, M., Al-Khalifa, H., Di Eugenio, B. & Schockaert, S. (eds.). Association for Computational Linguistics (ACL), p. 11428-11444 17 p. (Proceedings - International Conference on Computational Linguistics, COLING; vol. Part F206484-1).

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

  • Sensory Perception 100%

• Experiment-in-loop interactive optimization of polymer composites for “5G-and-beyond” communication technologies

  Xu, B., Sultana, T. A., Kitai, K., Guo, J., Seki, T., Tamura, R., Tsuda, K. & Shiomi, J., 2025 Feb 21, In: Materials Horizons. 12, 10, p. 3332-3340 9 p.

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

  • Coefficient of Thermal Expansion 100%
  • Process Parameter 100%
  • Information Technology 100%
  • Polymer Composite 100%
  • Composite Material 100%

• Flexible Noise Based Robustness Certification Against Backdoor Attacks in Graph Neural Networks

  Kato, H., Meguro, R., Hidano, S., Suganuma, T. & Hiji, M., 2025, In: International Conference on Information Systems Security and Privacy. 2, p. 552-563 12 p.

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

  • Graph Neural Network 100%
  • Backdoor Attack 100%
  • Baseline Method 66%
  • Computational Cost 66%
  • Adjacency Matrix 66%

• 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%

• Fractional Tensor Recurrent Unit (fTRU): A Stable Forecasting Model with Long Memory

  Qiu, H., Li, C., Weng, Y., Sun, Z. & Zhao, Q., 2025, In: IEEE Transactions on Neural Networks and Learning Systems. 36, 2, p. 3598-3607 10 p.

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

  • Tensor 100%
  • Forecasting Model 100%
  • Neural Network 28%
  • Memory Property 28%
  • Dynamical System 14%

• Grape at GenAI Detection Task 1: Leveraging Compact Models and Linguistic Features for Robust Machine-Generated Text Detection

  Doan, N. H. & Inui, K., 2025, GenAIDetect 2025 - Proceedings of the 1st Workshop on GenAI Content Detection, Proceedings of the Workshop - 31st International Conference on Computational Linguistics, COLING 2025. Alam, F., Nakov, P., Habash, N., Gurevych, I., Gurevych, I., Chowdhury, S., Shelmanov, A., Wang, Y., Artemova, E., Kutlu, M. & Mikros, G. (eds.). Association for Computational Linguistics (ACL), p. 209-217 9 p. (Proceedings - International Conference on Computational Linguistics, COLING).

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

  • Language Modeling 100%
  • Syntactics 100%
  • Semantic Feature 100%
  • Ensemble Learning 100%
  • Model Prediction 100%

• High-throughput evaluation of half-metallicity of Co₂MnSi Heusler alloys using composition-spread films and spin-integrated hard X-ray photoelectron spectroscopy

  Toyama, R., Tsuda, S., Iwasaki, Y., Phan, T. D., Yamamoto, S., Yamane, H., Yaji, K. & Sakuraba, Y., 2025, In: Science and Technology of Advanced Materials. 26, 1, 2439781.

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

  Open Access

  • Film 100%
  • X-Ray Photoelectron Spectroscopy 100%
  • X Ray Spectroscopy 100%
  • Metallicity 100%
  • Anisotropic Magnetoresistance 75%

• How Much is the Source Mismatch an Important Problem for Deepfake Detection?

  Mallet, A., Cogranne, R., Kuribayashi, M. & Méreur, A., 2025 Jun 25, In: APSIPA Transactions on Signal and Information Processing. 14, 3, e201.

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

  • Deepfakes 100%
  • Deepfake Detection 100%
  • Detection Method 66%
  • Artificial Intelligence 66%
  • Leaning Parameter 50%

• How to Play Old Maid with Virtual Players

  Shinagawa, K., Miyahara, D. & Mizuki, T., 2025 Mar, In: Theory of Computing Systems. 69, 1, 13.

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

  Open Access

• How to Play Old Maid with Virtual Players

  Shinagawa, K., Miyahara, D. & Mizuki, T., 2025, Frontiers of Algorithmics - 18th International Joint Conference, IJTCS-FAW 2024, Proceedings. Li, B., Li, M. & Sun, X. (eds.). Springer Science and Business Media Deutschland GmbH, p. 53-65 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14752 LNCS).

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

• Implementation and Evaluation of a Person Identification System Considering Face Image Recognition Accuracy and Privacy Protection

  Matsumoto, S., Yoshihisa, T., Shimonishi, H., Kawakami, T. & Teranishi, Y., 2025, In: IEEE Access. 13, p. 44135-44155 21 p.

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

  • Facial Feature 100%
  • Privacy Protection 100%
  • facial image 100%
  • Recognition Accuracy 100%
  • System Identification 100%

• Leveraging Hardware Performance Counters for Predicting Workload Interference in Vector Supercomputers

  Shubham, Takahashi, K. & Takizawa, H., 2025, Parallel and Distributed Computing, Applications and Technologies - 25th International Conference, PDCAT 2024, Proceedings. Li, Y., Xu, J. & Zhang, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 553-565 13 p. (Lecture Notes in Computer Science; vol. 15502 LNCS).

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

  • Supercomputer 100%
  • Hardware Performance 100%
  • Performance Degradation 100%
  • Performance Counter 100%
  • Machine Learning Algorithm 50%

• Load-Aware Multi-Objective Optimization of Controller and Datastore Placement in Distributed Sdns

  Xingyuan, K., Takahashi, K., Nakasan, C., Ichikawa, K. & Iida, H., 2025 Feb 28, In: Concurrency and Computation: Practice and Experience. 37, 4-5, e70007.

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

  • Sdn 100%
  • Controller Response 50%
  • Internet Topology 33%

• MQM-Chat: Multidimensional Quality Metrics for Chat Translation

  Li, Y., Suzuki, J., Morishita, M., Abe, K. & Inui, K., 2025, Main Conference. Rambow, O., Wanner, L., Apidianaki, M., Al-Khalifa, H., Di Eugenio, B. & Schockaert, S. (eds.). Association for Computational Linguistics (ACL), p. 3283-3299 17 p. (Proceedings - International Conference on Computational Linguistics, COLING; vol. Part F206484-1).

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

  • Metrics 100%
  • Chat 100%
  • Dialog 28%
  • translation model 15%
  • Lexical 14%

• Only Two Shuffles Perform Card-Based Zero-Knowledge Proof for Sudoku of Any Size

  Tanaka, K., Sasaki, S., Shinagawa, K. & Mizuki, T., 2025, 8th SIAM Symposium on Simplicity of Algorithms, SOSA 2025. Bercea, I.-O. & Pagh, R. (eds.). Society for Industrial and Applied Mathematics Publications, p. 94-107 14 p. (8th SIAM Symposium on Simplicity of Algorithms, SOSA 2025).

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

  • Knowledge Proof 100%
  • Soundness 66%
  • Security Parameter 33%
  1 Citation (Scopus)

• Parameterized complexity of weighted target set selection

  Suzuki, T., Kimura, K., Suzuki, A., Tamura, Y. & Zhou, X., 2025 Oct 9, In: Theoretical Computer Science. 1051, 115414.

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

  Open Access

  • Complete Graph 100%

• Performance Analysis of mdx II: A Next-Generation Cloud Platform for Cross-Disciplinary Data Science Research

  Takahashi, K., Hayami, T., Mukaizono, Y., Teramae, Y. & Date, S., 2025, Proceedings of the 15th International Conference on Cloud Computing and Services Science, CLOSER 2025. Cardellini, V. & van Steen, M. (eds.). Science and Technology Publications, Lda, p. 92-100 9 p. (International Conference on Cloud Computing and Services Science, CLOSER - Proceedings).

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

  • Cloud Platform 100%
  • Performance Analysis 100%
  • Amazon Web Services 100%
  • Virtualizations 66%
  • Performance Evaluation 33%

• Performance Evaluation of Loop Body Splitting for Fast Modal Filtering in SCALE-DG on A64FX

  Ren, X., Kawai, Y., Tomita, H., Nishizawa, S., Katagiri, T., Hoshino, T., Mukunoki, D., Kawai, M. & Nagai, T., 2025 Apr 19, Proceedings of International Conference on High Performance Computing in Asia-Pacific Region Workshops, HPC Asia 2025 Workshops. Association for Computing Machinery, Inc, p. 36-44 9 p. (Proceedings of International Conference on High Performance Computing in Asia-Pacific Region Workshops, HPC Asia 2025 Workshops).

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

  Open Access

  • Performance Evaluation 100%
  • Single Instruction Multiple Data 100%
  • Out-of-Order Execution 66%
  • Data Architecture 66%
  • Dot Product 66%

• Performance evaluation of the LBM simulations in fluid dynamics on SX-Aurora TSUBASA vector engine

  Sun, X., Takahashi, K., Shimomura, Y., Takizawa, H. & Wang, X., 2025 Feb, In: Computer Physics Communications. 307, 109411.

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

  • Performance Evaluation 100%
  • Graphics Processing Unit 100%
  • Lattice-Boltzmann Method 100%
  • Fluid Dynamics 100%
  • Numerical Simulation 50%

• Poisson Regression with Categorical Explanatory Variables via Lasso Using the Median as a Baseline

  Yamamura, M., Ohishi, M. & Yanagihara, H., 2025, Intelligent Decision Technologies - Proceedings of the 16th KES-IDT 2024 Conference. Czarnowski, I., Howlett, R. J., C. Jain, L. & C. Jain, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 309-319 11 p. (Smart Innovation, Systems and Technologies; vol. 411 SIST).

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

  • Explanatory Variable 100%
  • Poisson Regression 100%
  • Categorical Variable 100%
  • Objective Function 50%
  • Median 50%

• Power absorption and temperature rise in deep learning based head models for local radiofrequency exposures

  Kodera, S., Yoshida, R., Rashed, E. A., Diao, Y., Takizawa, H. & Hirata, A., 2025 Mar 16, In: Physics in Medicine and Biology. 70, 6, 065013.

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

  • Temperature Rise 100%
  • Power Absorption 100%
  • Deep Learning Method 100%
  • Dielectrics 50%
  • Peak Temperature 25%

• Predicting Fine-tuned Performance on Larger Datasets Before Creating Them

  Kuramoto, T. & Suzuki, J., 2025, Industry Track. Rambow, O., Wanner, L., Apidianaki, M., Al-Khalifa, H., Di Eugenio, B., Schockaert, S., Darwish, K. & Agarwal, A. (eds.). Association for Computational Linguistics (ACL), p. 204-212 9 p. (Proceedings - International Conference on Computational Linguistics, COLING).

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

  • Limited Resource 100%
  • Classification Performance 100%
  • Learning System 100%
  • Machine Learning 100%
  • Initial Training 100%

• Privacy-Aware Inter-Regional Data Sharing of Local User Information in OpenRoaming

  Okabe, Y., Goto, H., Sakane, E. & Hirose, T., 2025, 39th International Conference on Information Networking, ICOIN 2025. IEEE Computer Society, p. 300-305 6 p. (International Conference on Information Networking).

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

  • Data Sharing 100%
  • User Information 100%
  • Wi-Fi 66%
  • Data Integration 66%
  • Access Network 33%

• Profiling of runs of homozygosity from whole-genome sequence data in Japanese biobank

  Tohoku Medical Megabank Project Study Group, 2025 Jun, In: Journal of Human Genetics. 70, 6, p. 287-296 10 p., 7.

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

  • Runs Of Homozygosity 100%
  • Whole Genome Sequencing 50%
  • Single-Nucleotide Polymorphism 37%
  • Genomics 37%
  • Multigene Family 12%

• Quadratic embedding constants of fan graphs and graph joins

  Młotkowski, W. & Obata, N., 2025 Mar 15, In: Linear Algebra and Its Applications. 709, p. 58-91 34 p.

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

  Open Access

  • Adjacency Matrix 100%
  • Polynomial 100%
  • Chebyshev Polynomial 100%
  • Eigenvalue 100%

• Simulating metabolic pathways to enhance interpretations of metabolome genome-wide association studies

  ToMMo Study Group, 2025 Dec, In: Scientific Reports. 15, 1, 17035.

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

  • Metabolite 100%
  • Metabolic Pathway 100%
  • Metabolome 100%
  • Genome-Wide Association Study 100%
  • Enzyme 36%

• Single-shuffle card-based protocol with eight cards per gate and its extensions

  Tozawa, K., Morita, H. & Mizuki, T., 2025 Mar, In: Natural Computing. 24, 1, p. 131-147 17 p.

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

  Open Access

  • Arbitrary Function 100%
  • Boolean Function 100%
  • Electronic Circuit 100%
  • XOR 50%
  • Symmetric Boolean Function 50%

• Special Section on Enriched Multimedia — Media technologies supporting the digital society —

  Ichino, M., Kang, H., Inamura, M., Kajiyama, T., Kuribayashi, M., Sakamoto, S., Nakamura, K., Nishimura, R., Hasegawa, M., Hioki, H. & Niimi, M., 2025 Apr, In: IEICE Transactions on Information and Systems. E108.D, 4, p. 299 1 p.

  Research output: Contribution to journal › Editorial

  Open Access

  • Multimedia 100%
  • Communication Tool 66%
  • Information Hiding 33%
  • Security Technology 33%
  • Cyber Physical Systems 33%

• Speeding up MPM calculations in MPM-FEM hybrid method incorporating inconsistent domain decomposition patterns for solid and fluid phases

  Pan, S., Hidano, S., Nomura, R., Jing, L., Miki, Y., Kawai, M., Moriguchi, S., Nakajima, K. & Terada, K., 2025 Jun, In: Computational Mechanics. 75, 6, p. 1867-1892 26 p., 105462.

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

  • Dynamic Loads 100%
  • Computational Efficiency 100%
  • Fluid Phase 100%
  • Domain Decomposition 100%
  • Hybrid Method 100%

• User Willingness-aware Sales Talk Dataset

  Hentona, A., Baba, J., Sato, S. & Akama, R., 2025, Main Conference. Rambow, O., Wanner, L., Apidianaki, M., Al-Khalifa, H., Di Eugenio, B. & Schockaert, S. (eds.). Association for Computational Linguistics (ACL), p. 11206-11217 12 p. (Proceedings - International Conference on Computational Linguistics, COLING; vol. Part F206484-1).

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

  • Dialog System 100%
  • Multiple Perspective 50%
  • Human Computer Interaction 50%
  • Ecological Validity 50%
  • Collected Data 50%
• 2024

  Adaptation of XAI to Auto-tuning for Numerical Libraries

  Aoki, S., Katagiri, T., Ohshima, S., Kawai, M., Nagai, T. & Hoshino, T., 2024, Proceedings - 2024 IEEE 17th International Symposium on Embedded Multicore/Many-core Systems-on-Chip, MCSoC 2024. Institute of Electrical and Electronics Engineers Inc., p. 556-563 8 p. (Proceedings - 2024 IEEE 17th International Symposium on Embedded Multicore/Many-core Systems-on-Chip, MCSoC 2024).

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

  Open Access

  • Numerical Library 100%
  • Explainable Artificial Intelligence 100%
  • Artificial Intelligence 100%
  • Numerical Computational Method 100%
  • Artificial Intelligence Model 50%

• Adaptive Parallelization based on Frame-level and Tile-level Parallelisms for VVC Encoding

  Onouchi, K., Sato, M., Iwasaki, H., Komatsu, K. & Kobayashi, H., 2024, Proceedings - 2024 12th International Symposium on Computing and Networking, CANDAR 2024. Institute of Electrical and Electronics Engineers Inc., p. 87-95 9 p. (Proceedings - 2024 12th International Symposium on Computing and Networking, CANDAR 2024).

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

  • Parallelization 100%
  • Level Parallelism 100%
  • Versatile Video Coding 100%
  • Multicore Processor 40%
  • Coding Efficiency 40%
  1 Citation (Scopus)

• A Graph-based Molecular Structure Identification Method via Feature Extraction for Three-dimensional Electron Diffraction Data

  Fukasawa, Y., Komatsu, K., Sato, M., Maki-Yonekura, S., Kurokawa, H., Yonekura, K. & Kobayashi, H., 2024, Proceedings - 2024 12th International Symposium on Computing and Networking Workshops, CANDARW 2024. Institute of Electrical and Electronics Engineers Inc., p. 325-329 5 p. (Proceedings - 2024 12th International Symposium on Computing and Networking Workshops, CANDARW 2024).

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

  • Feature Extraction 100%
  • Electron Diffraction 100%
  • Molecular Data 100%
  • Data Structure 100%
  • Chemical Structure 100%

• 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 Method for Detecting Human-Object Interaction Using RGB-D Video

  Uchimura, T., Abe, T. & Suganuma, T., 2024, GCCE 2024 - 2024 IEEE 13th Global Conference on Consumer Electronics. Institute of Electrical and Electronics Engineers Inc., p. 637-638 2 p. (GCCE 2024 - 2024 IEEE 13th Global Conference on Consumer Electronics).

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

• ANALYZING FEED-FORWARD BLOCKS IN TRANSFORMERS THROUGH THE LENS OF ATTENTION MAPS

  Kobayashi, G., Kuribayashi, T., Yokoi, S. & Inui, K., 2024.

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

  • Language Modeling 100%
  • Feedforward Network 100%
  4 Citations (Scopus)

• Analyzing the Impact of Learnable Softmax Temperature in Contrastive Visual-Textual Alignment Systems: Benefits, Drawbacks, and Alternative Approaches

  Sun, Z. & Li, C., 2024, In: Transactions on Machine Learning Research. 2024

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

  • Contrastive Loss 100%
  • Temperature Parameter 100%
  • Systems Performance 50%
  • Vision Transformer 50%
  • Training Data 50%