Yasuhiro Fujiwara

Orcid: 0000-0001-9578-1118

According to our database1, Yasuhiro Fujiwara authored at least 80 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Efficient Algorithm for K-Multiple-Means.
Proc. ACM Manag. Data, February, 2024

Meta-learning for Positive-unlabeled Classification.
CoRR, 2024

Zero-Shot Task Adaptation with Relevant Feature Information.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Effective detection of variable celestial objects using machine learning-based periodic analysis.
Astron. Comput., October, 2023

Efficient Network Representation Learning via Cluster Similarity.
Data Sci. Eng., September, 2023

GuP: Fast Subgraph Matching by Guard-based Pruning.
Proc. ACM Manag. Data, 2023

Scheduling Space Expander: An Extension of Concurrency Control for Data Ingestion Queries.
CoRR, 2023

Uncovering the Largest Community in Social Networks at Scale.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Improving Raft Performance with Bulk Transfers.
Proceedings of the Eleventh International Symposium on Computing and Networking, CANDAR 2023, 2023

Meta-learning for Robust Anomaly Detection.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

Fast Regularized Discrete Optimal Transport with Group-Sparse Regularizers.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Few-shot Learning for Feature Selection with Hilbert-Schmidt Independence Criterion.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Transfer Anomaly Detection for Maximizing the Partial AUC.
Proceedings of the International Joint Conference on Neural Networks, 2022

Fast Binary Network Hashing via Graph Clustering.
Proceedings of the IEEE International Conference on Big Data, 2022

Nonparametric Relational Models with Superrectangulation.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021
Fast Algorithm for Anchor Graph Hashing.
Proc. VLDB Endow., 2021

Few-shot Learning for Unsupervised Feature Selection.
CoRR, 2021

Adaptive Node Embedding Propagation for Semi-supervised Classification.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

Permuton-induced Chinese Restaurant Process.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Meta-Learning for Relative Density-Ratio Estimation.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Accelerate Inference of CNNs for Video Analysis While Preserving Exactness Exploiting Activation Sparsity.
Proceedings of the Fourth Conference on Machine Learning and Systems, 2021

Semi-supervised Anomaly Detection on Attributed Graphs.
Proceedings of the International Joint Conference on Neural Networks, 2021

Fast Similarity Computation for t-SNE.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Fast and Accurate Anchor Graph-based Label Prediction.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Bayesian nonparametric model for arbitrary cubic partitioning.
Proceedings of the Asian Conference on Machine Learning, 2021

2020
Transfer Metric Learning for Unseen Domains.
Data Sci. Eng., 2020

Fast Subgraph Matching by Exploiting Search Failures.
CoRR, 2020

Efficient Algorithm for the b-Matching Graph.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Improving Generalization Performance of Adaptive Learning Rate by Switching from Block Diagonal Matrix Preconditioning to SGD.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Fast Deterministic CUR Matrix Decomposition with Accuracy Assurance.
Proceedings of the 37th International Conference on Machine Learning, 2020

Absum: Simple Regularization Method for Reducing Structural Sensitivity of Convolutional Neural Networks.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
InvisibleWriteRule: the sufficient condition for safely omittable write operations in concurrency control.
CoRR, 2019

Transfer Anomaly Detection by Inferring Latent Domain Representations.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Fast Sparse Group Lasso.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Network Implosion: Effective Model Compression for ResNets via Static Layer Pruning and Retraining.
Proceedings of the International Joint Conference on Neural Networks, 2019

Efficient Network Reliability Computation in Uncertain Graphs.
Proceedings of the Advances in Database Technology, 2019

Fast Random Forest Algorithm via Incremental Upper Bound.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Efficient Data Point Pruning for One-Class SVM.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Sigsoftmax: Reanalysis of the Softmax Bottleneck.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Sequenced Route Query with Semantic Hierarchy.
Proceedings of the 21st International Conference on Extending Database Technology, 2018

Adaptive Data Pruning for Support Vector Machines.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017
Abnormality tracking during video capsule endoscopy using an affine triangular constraint based on surrounding features.
IPSJ Trans. Comput. Vis. Appl., 2017

Fast Ad-Hoc Search Algorithm for Personalized PageRank.
IEICE Trans. Inf. Syst., 2017

Scaling Locally Linear Embedding.
Proceedings of the 2017 ACM International Conference on Management of Data, 2017

Preventing Gradient Explosions in Gated Recurrent Units.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Adaptive Learning Rate via Covariance Matrix Based Preconditioning for Deep Neural Networks.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

SVD-Based Screening for the Graphical Lasso.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Read the Silence: Well-Timed Recommendation via Admixture Marked Point Processes.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Fast Algorithm for the Lasso based L1-Graph Construction.
Proc. VLDB Endow., 2016

Controlling Exploration Improves Training for Deep Neural Networks.
CoRR, 2016

Inferring Latent Triggers of Purchases with Consideration of Social Effects and Media Advertisements.
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016

Fast Lasso Algorithm via Selective Coordinate Descent.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
SCAN++: Efficient Algorithm for Finding Clusters, Hubs and Outliers on Large-scale Graphs.
Proc. VLDB Endow., 2015

Madeus: Database Live Migration Middleware under Heavy Workloads for Cloud Environment.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

Adaptive Message Update for Fast Affinity Propagation.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Quiet: Faster Belief Propagation for Images and Related Applications.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

2014
Scaling Manifold Ranking Based Image Retrieval.
Proc. VLDB Endow., 2014

Linked taxonomies to capture users' subjective assessments of items to facilitate accurate collaborative filtering.
Artif. Intell., 2014

A Web-Based Education System for Reading Video Capsule Endoscopy.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Efficient Label Propagation.
Proceedings of the 31th International Conference on Machine Learning, 2014

Semantic Data Representation for Improving Tensor Factorization.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Efficient ad-hoc search for personalized PageRank.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Efficient search algorithm for SimRank.
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Fast Algorithm for Modularity-Based Graph Clustering.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

Fast and Exact Top-k Algorithm for PageRank.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012
Fast and Exact Top-k Search for Random Walk with Restart.
Proc. VLDB Endow., 2012

Collaborative Filtering by Analyzing Dynamic User Interests Modeled by Taxonomy.
Proceedings of the Semantic Web - ISWC 2012, 2012

Efficient personalized pagerank with accuracy assurance.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Tracking abnormalities in video capsule endoscopy using surrounding features with a triangular constraint.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2011
Efficient Centrality Monitoring for Time-Evolving Graphs.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2011

Image-Enhanced Capsule Endoscopy Preserving the Original Color Tones.
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2011

User Similarity from Linked Taxonomies: Subjective Assessments of Items.
Proceedings of the IJCAI 2011, 2011

Fast Algorithm for Affinity Propagation.
Proceedings of the IJCAI 2011, 2011

Real-Time Diameter Monitoring for Time-Evolving Graphs.
Proceedings of the Database Systems for Advanced Applications, 2011

2010
Recommendations Over Domain Specific User Graphs.
Proceedings of the ECAI 2010, 2010

Classical music for rock fans?: novel recommendations for expanding user interests.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Efficient Staggered Decoding for Sequence Labeling.
Proceedings of the ACL 2010, 2010

2009
Fast likelihood search for hidden Markov models.
ACM Trans. Knowl. Discov. Data, 2009

2008
SPIRAL: efficient and exact model identification for hidden Markov models.
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

2006
DAPSS: Exact Subsequence Matching for Data Streams.
Proceedings of the Database Systems for Advanced Applications, 2006


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