Chuan Xiao

Orcid: 0000-0001-7239-5134

Affiliations:

Osaka University, Big Data Engineering Laboratory, Osaka, Japan
Nagoya University, Database Laboratory, Nagoya, Japan
University of New South Wales, Sydney, NSW, Australia (PhD)

According to our database¹, Chuan Xiao authored at least 90 papers between 2006 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

Utilization of Information Entropy in Training and Evaluation of Students' Abstraction Performance and Algorithm Efficiency in Programming.

[BibT_eX]

[DOI]

Zengqing Wu

Huizhong Liu

Chuan Xiao

IEEE Trans. Educ., April, 2024

Benchmark for Personalized Federated Learning.

[BibT_eX]

[DOI]

IEEE Open J. Comput. Soc., 2024

SIMformer: Single-Layer Vanilla Transformer Can Learn Free-Space Trajectory Similarity.

[BibT_eX]

[DOI]

CoRR, 2024

Legal Fact Prediction: Task Definition and Dataset Construction.

[BibT_eX]

[DOI]

CoRR, 2024

Automatic String Data Validation with Pattern Discovery.

[BibT_eX]

[DOI]

CoRR, 2024

Privacy-Enhanced Database Synthesis for Benchmark Publishing.

[BibT_eX]

[DOI]

CoRR, 2024

Large Language Models as Urban Residents: An LLM Agent Framework for Personal Mobility Generation.

[BibT_eX]

[DOI]

CoRR, 2024

Shall We Talk: Exploring Spontaneous Collaborations of Competing LLM Agents.

[BibT_eX]

[DOI]

CoRR, 2024

Large Language Models as Data Preprocessors.

[BibT_eX]

[DOI]

Proceedings of Workshops at the 50th International Conference on Very Large Data Bases, 2024

Probabilistic Routing for Graph-Based Approximate Nearest Neighbor Search.

[BibT_eX]

[DOI]

Kejing Lu

Chuan Xiao

Yoshiharu Ishikawa

Proceedings of the Forty-first International Conference on Machine Learning, 2024

BClean: A Bayesian Data Cleaning System.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Jellyfish: Instruction-Tuning Local Large Language Models for Data Preprocessing.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Shall We Team Up: Exploring Spontaneous Cooperation of Competing LLM Agents.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

An Efficient Diversity-Aware Method for the Empty-Answer Problem.

[BibT_eX]

[DOI]

Yuto Ikeda

Chuan Xiao

Makoto Onizuka

Proceedings of the 26th International Workshop on Design, 2024

On the Use of Large Language Models for Table Tasks.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

High-Ratio Compression for Machine-Generated Data.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, December, 2023

DeepJoin: Joinable Table Discovery with Pre-trained Language Models.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2023

Jellyfish: A Large Language Model for Data Preprocessing.

[BibT_eX]

[DOI]

CoRR, 2023

Smart Agent-Based Modeling: On the Use of Large Language Models in Computer Simulations.

[BibT_eX]

[DOI]

CoRR, 2023

"Guinea Pig Trials" Utilizing GPT: A Novel Smart Agent-Based Modeling Approach for Studying Firm Competition and Collusion.

[BibT_eX]

[DOI]

Xu Han

Zengqing Wu

Chuan Xiao

CoRR, 2023

Scardina: Scalable Join Cardinality Estimation by Multiple Density Estimators.

[BibT_eX]

[DOI]

CoRR, 2023

A Method of Image Dehazing Based on Atmospheric Veil Prediction by ResNet.

[BibT_eX]

[DOI]

Proceedings of the 2nd Workshop on User-centric Narrative Summarization of Long Videos, 2023

CAGAIN: Column Attention Generative Adversarial Imputation Networks.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2023

2022

MQH: Locality Sensitive Hashing on Multi-level Quantization Errors for Point-to-Hyperplane Distances.

[BibT_eX]

[DOI]

Kejing Lu

Yoshiharu Ishikawa

Chuan Xiao

Proc. VLDB Endow., 2022

HSGAN: Reducing mode collapse in GANs by the latent code distance of homogeneous samples.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2022

Ultraverse: Efficient Retroactive Operation for Attack Recovery in Database Systems and Web Frameworks.

[BibT_eX]

[DOI]

CoRR, 2022

An Empirical Study of Personalized Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Similarity Search on Computational Notebooks.

[BibT_eX]

[DOI]

CoRR, 2022

FedMe: Federated Learning via Model Exchange.

[BibT_eX]

[DOI]

Proceedings of the 2022 SIAM International Conference on Data Mining, 2022

JupySim: Jupyter Notebook Similarity Search System.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Extending Database Technology, 2022

2021

Continuous top-k spatial-keyword search on dynamic objects.

[BibT_eX]

[DOI]

VLDB J., 2021

Generalizing the Pigeonhole Principle for Similarity Search in Hamming Space.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

HVS: Hierarchical Graph Structure Based on Voronoi Diagrams for Solving Approximate Nearest Neighbor Search.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

Consistent and Flexible Selectivity Estimation for High-Dimensional Data.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

High-Dimensional Similarity Query Processing for Data Science.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

BTGAN: Training GAN with Balanced Triplet Loss and Two-Branch Architecture.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

Efficient Joinable Table Discovery in Data Lakes: A High-Dimensional Similarity-Based Approach.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

2020

Efficient query autocompletion with edit distance-based error tolerance.

[BibT_eX]

[DOI]

VLDB J., 2020

Similarity Query Processing for High-Dimensional Data.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2020

Fast Subtrajectory Similarity Search in Road Networks under Weighted Edit Distance Constraints.

[BibT_eX]

[DOI]

Satoshi Koide

Chuan Xiao

Yoshiharu Ishikawa

Proc. VLDB Endow., 2020

Consistent and Flexible Selectivity Estimation for High-dimensional Data.

[BibT_eX]

[DOI]

CoRR, 2020

Monotonic Cardinality Estimation of Similarity Selection: A Deep Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Conference on Management of Data, 2020

2019

Scope-aware Code Completion with Discriminative Modeling.

[BibT_eX]

[DOI]

Sheng Hu

Chuan Xiao

Yoshiharu Ishikawa

J. Inf. Process., 2019

Building Hierarchical Spatial Histograms for Exploratory Analysis in Array DBMS.

[BibT_eX]

[DOI]

IEICE Trans. Inf. Syst., 2019

Autocompletion for Prefix-Abbreviated Input.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Management of Data, 2019

Dynamic Set kNN Self-Join.

[BibT_eX]

[DOI]

Daichi Amagata

Takahiro Hara

Chuan Xiao

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Indexing Trajectories for Travel-Time Histogram Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Advances in Database Technology, 2019

2018

Efficient structure similarity searches: a partition-based approach.

[BibT_eX]

[DOI]

VLDB J., 2018

Enhanced Indexing and Querying of Trajectories in Road Networks via String Algorithms.

[BibT_eX]

[DOI]

ACM Trans. Spatial Algorithms Syst., 2018

Pigeonring: A Principle for Faster Thresholded Similarity Search.

[BibT_eX]

[DOI]

Jianbin Qin

Chuan Xiao

Proc. VLDB Endow., 2018

An Efficient Algorithm for Location-Aware Query Autocompletion.

[BibT_eX]

[DOI]

Sheng Hu

Chuan Xiao

Yoshiharu Ishikawa

IEICE Trans. Inf. Syst., 2018

GPH: Similarity Search in Hamming Space.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

CiNCT: Compression and Retrieval for Massive Vehicular Trajectories via Relative Movement Labeling.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Histogram Construction for Difference Analysis of Spatio-Temporal Data on Array DBMS.

[BibT_eX]

[DOI]

Proceedings of the Databases Theory and Applications, 2018

2017

k-Expected Nearest Neighbor Search over Gaussian Objects.

[BibT_eX]

[DOI]

J. Comput., 2017

A Framework for Presentation Slide Design Support.

[BibT_eX]

[DOI]

Jie Zhang

Chuan Xiao

Toyohide Watanabe

Proceedings of the International Conference on Compute and Data Analysis, 2017

2016

BEVA: An Efficient Query Processing Algorithm for Error-Tolerant Autocompletion.

[BibT_eX]

[DOI]

ACM Trans. Database Syst., 2016

Top-<i>k</i> Similarity Search over Gaussian Distributions Based on KL-Divergence.

[BibT_eX]

[DOI]

Tingting Dong

Yoshiharu Ishikawa

Chuan Xiao

J. Inf. Process., 2016

Frequent Subgraph Mining Based on Pregel.

[BibT_eX]

[DOI]

Comput. J., 2016

Local Similarity Search for Unstructured Text.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Management of Data, 2016

2014

Content-Based Element Search for Presentation Slide Reuse.

[BibT_eX]

[DOI]

IEICE Trans. Inf. Syst., 2014

Probabilistic Range Querying over Gaussian Objects.

[BibT_eX]

[DOI]

Tingting Dong

Chuan Xiao

Yoshiharu Ishikawa

IEICE Trans. Inf. Syst., 2014

Improving Performance of Graph Similarity Joins Using Selected Substructures.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2014

Practising Scalable Graph Similarity Joins in MapReduce.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27, 2014

2013

Efficient processing of graph similarity queries with edit distance constraints.

[BibT_eX]

[DOI]

VLDB J., 2013

Asymmetric signature schemes for efficient exact edit similarity query processing.

[BibT_eX]

[DOI]

ACM Trans. Database Syst., 2013

VChunkJoin: An Efficient Algorithm for Edit Similarity Joins.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2013

A Partition-Based Approach to Structure Similarity Search.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2013

Efficient Error-tolerant Query Autocompletion.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2013

Processing Probabilistic Range Queries over Gaussian-Based Uncertain Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Spatial and Temporal Databases, 2013

Trie-based similarity search and join.

[BibT_eX]

[DOI]

Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013

2012

Combination Skyline Queries.

[BibT_eX]

[DOI]

Xi Guo

Chuan Xiao

Yoshiharu Ishikawa

Trans. Large Scale Data Knowl. Centered Syst., 2012

A Space-Efficient Indexing Algorithm for Boolean Query Processing.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2012, 2012

Efficient Graph Similarity Joins with Edit Distance Constraints.

[BibT_eX]

[DOI]

Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Efficient Subgraph Similarity All-Matching.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2012

2011

Efficient similarity joins for near-duplicate detection.

[BibT_eX]

[DOI]

ACM Trans. Database Syst., 2011

Efficient exact edit similarity query processing with the asymmetric signature scheme.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

Finding the Sites with Best Accessibilities to Amenities.

[BibT_eX]

[DOI]

Qianlu Lin

Chuan Xiao

Muhammad Aamir Cheema

Wei Wang

Proceedings of the Database Systems for Advanced Applications, 2011

2010

Efficient exact similarity joins.

[BibT_eX]

[DOI]

Chuan Xiao

PhD thesis, 2010

2009

Efficient approximate entity extraction with edit distance constraints.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

Top-k Set Similarity Joins.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Data Engineering, 2009

2008

Ed-Join: an efficient algorithm for similarity joins with edit distance constraints.

[BibT_eX]

[DOI]

Chuan Xiao

Wei Wang

Xuemin Lin

Proc. VLDB Endow., 2008

Efficient similarity joins for near duplicate detection.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on World Wide Web, 2008

2007

Load Shedding for Window Joins over Streams.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2007

2006

Buffer-Preposed QoS Adaptation Framework and Load Shedding Techniques over Streams.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems, 2006

Document Fragmentation for XML Streams Based on Query Statistics.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems, 2006

Region-Based Coding for Queries over Streamed XML Fragments.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems, 2006

Efficient Evaluation of Multiple Queries on Streamed XML Fragments.

[BibT_eX]

[DOI]

Proceedings of the Advances in Web-Age Information Management, 2006

Load Shedding for Window Joins over Streams.

[BibT_eX]

[DOI]

Proceedings of the Advances in Web-Age Information Management, 2006

Efficient Query Processing for Streamed XML Fragments.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2006

Chuan Xiao

Timeline

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