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Chuan Xiao 0001
Person information
- affiliation: Osaka University, Big Data Engineering Laboratory, Osaka, Japan
- affiliation: Nagoya University, Database Laboratory, Nagoya, Japan
- affiliation (PhD): University of New South Wales, Sydney, NSW, Australia
Other persons with the same name
- Chuan Xiao — disambiguation page
- Chuan Xiao 0002
(aka: Chuan (River) Xiao) — University of Texas at El Paso, TX, USA (and 2 more)
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2020 – today
- 2024
- [j33]Koji Matsuda
, Yuya Sasaki
, Chuan Xiao
, Makoto Onizuka
:
Benchmark for Personalized Federated Learning. IEEE Open J. Comput. Soc. 5: 2-13 (2024) - [j32]Zengqing Wu
, Huizhong Liu
, Chuan Xiao
:
Utilization of Information Entropy in Training and Evaluation of Students' Abstraction Performance and Algorithm Efficiency in Programming. IEEE Trans. Educ. 67(2): 266-281 (2024) - [c37]Yuto Ikeda, Chuan Xiao, Makoto Onizuka:
An Efficient Diversity-Aware Method for the Empty-Answer Problem. DOLAP 2024: 68-72 - [c36]Jianbin Qin, Sifan Huang, Yaoshu Wang, Jing Zhu, Yifan Zhang, Yukai Miao, Rui Mao, Makoto Onizuka, Chuan Xiao:
BClean: A Bayesian Data Cleaning System. ICDE 2024: 3407-3420 - [i22]Kejing Lu, Chuan Xiao, Yoshiharu Ishikawa:
Probabilistic Routing for Graph-Based Approximate Nearest Neighbor Search. CoRR abs/2402.11354 (2024) - [i21]Zengqing Wu, Shuyuan Zheng, Qianying Liu, Xu Han, Brian Inhyuk Kwon, Makoto Onizuka, Shaojie Tang, Run Peng, Chuan Xiao:
Shall We Talk: Exploring Spontaneous Collaborations of Competing LLM Agents. CoRR abs/2402.12327 (2024) - [i20]Jiawei Wang, Renhe Jiang, Chuang Yang, Zengqing Wu, Makoto Onizuka, Ryosuke Shibasaki, Chuan Xiao:
Large Language Models as Urban Residents: An LLM Agent Framework for Personal Mobility Generation. CoRR abs/2402.14744 (2024) - [i19]Yongrui Zhong, Yunqing Ge, Jianbin Qin, Shuyuan Zheng, Bo Tang, Yu-Xuan Qiu, Rui Mao, Ye Yuan, Makoto Onizuka, Chuan Xiao:
Privacy-Enhanced Database Synthesis for Benchmark Publishing. CoRR abs/2405.01312 (2024) - 2023
- [j31]Jiujing Zhang
, Zhitao Shen
, Shiyu Yang
, Lingkai Meng
, Chuan Xiao
, Wei Jia
, Yue Li
, Qinhui Sun
, Wenjie Zhang
, Xuemin Lin
:
High-Ratio Compression for Machine-Generated Data. Proc. ACM Manag. Data 1(4): 245:1-245:27 (2023) - [j30]Yuyang Dong, Chuan Xiao, Takuma Nozawa, Masafumi Enomoto, Masafumi Oyamada:
DeepJoin: Joinable Table Discovery with Pre-trained Language Models. Proc. VLDB Endow. 16(10): 2458-2470 (2023) - [c35]Jun Kawagoshi, Yuyang Dong, Takuma Nozawa, Chuan Xiao:
CAGAIN: Column Attention Generative Adversarial Imputation Networks. DEXA (2) 2023: 258-273 - [c34]Jie Zhang
, Fan Li
, Mengfei Kang
, Xiongbiao Luo
, Jing Zhao
, Chuan Xiao
, Haipeng Du
, Huaijun Wang
:
A Method of Image Dehazing Based on Atmospheric Veil Prediction by ResNet. NarSUM@MM 2023: 17-24 - [i18]Ryuichi Ito, Yuya Sasaki, Chuan Xiao, Makoto Onizuka
:
Scardina: Scalable Join Cardinality Estimation by Multiple Density Estimators. CoRR abs/2303.18042 (2023) - [i17]Xu Han, Zengqing Wu
, Chuan Xiao:
"Guinea Pig Trials" Utilizing GPT: A Novel Smart Agent-Based Modeling Approach for Studying Firm Competition and Collusion. CoRR abs/2308.10974 (2023) - [i16]Haochen Zhang, Yuyang Dong, Chuan Xiao, Masafumi Oyamada:
Large Language Models as Data Preprocessors. CoRR abs/2308.16361 (2023) - [i15]Zengqing Wu, Run Peng, Xu Han, Shuyuan Zheng, Yixin Zhang, Chuan Xiao:
Smart Agent-Based Modeling: On the Use of Large Language Models in Computer Simulations. CoRR abs/2311.06330 (2023) - [i14]Jianbin Qin, Sifan Huang, Yaoshu Wang, Jing Zhu, Yifan Zhang, Yukai Miao, Rui Mao, Makoto Onizuka, Chuan Xiao:
BClean: A Bayesian Data Cleaning System. CoRR abs/2311.06517 (2023) - [i13]Jiujing Zhang, Zhitao Shen, Shiyu Yang, Lingkai Meng, Chuan Xiao, Wei Jia, Yue Li, Qinhui Sun, Wenjie Zhang, Xuemin Lin:
High-Ratio Compression for Machine-Generated Data. CoRR abs/2311.13947 (2023) - [i12]Haochen Zhang, Yuyang Dong, Chuan Xiao, Masafumi Oyamada:
Jellyfish: A Large Language Model for Data Preprocessing. CoRR abs/2312.01678 (2023) - 2022
- [j29]Simin Yu, Kuntian Zhang, Chuan Xiao, Joshua Zhexue Huang, Mark Junjie Li
, Makoto Onizuka
:
HSGAN: Reducing mode collapse in GANs by the latent code distance of homogeneous samples. Comput. Vis. Image Underst. 214: 103314 (2022) - [j28]Kejing Lu, Yoshiharu Ishikawa, Chuan Xiao:
MQH: Locality Sensitive Hashing on Multi-level Quantization Errors for Point-to-Hyperplane Distances. Proc. VLDB Endow. 16(4): 864-876 (2022) - [c33]Misato Horiuchi, Yuya Sasaki, Chuan Xiao, Makoto Onizuka:
JupySim: Jupyter Notebook Similarity Search System. EDBT 2022: 2:554-2:557 - [c32]Koji Matsuda, Yuya Sasaki, Chuan Xiao, Makoto Onizuka:
FedMe: Federated Learning via Model Exchange. SDM 2022: 459-467 - [i11]Misato Horiuchi, Yuya Sasaki, Chuan Xiao, Makoto Onizuka:
Similarity Search on Computational Notebooks. CoRR abs/2201.12786 (2022) - [i10]Koji Matsuda, Yuya Sasaki, Chuan Xiao, Makoto Onizuka
:
An Empirical Study of Personalized Federated Learning. CoRR abs/2206.13190 (2022) - [i9]Ronny Ko, Chuan Xiao, Makoto Onizuka
, Yihe Huang, Zhiqiang Lin:
Ultraverse: Efficient Retroactive Operation for Attack Recovery in Database Systems and Web Frameworks. CoRR abs/2211.05327 (2022) - [i8]Yuyang Dong, Chuan Xiao, Takuma Nozawa, Masafumi Enomoto, Masafumi Oyamada:
DeepJoin: Joinable Table Discovery with Pre-trained Language Models. CoRR abs/2212.07588 (2022) - 2021
- [j27]Kejing Lu, Mineichi Kudo, Chuan Xiao, Yoshiharu Ishikawa:
HVS: Hierarchical Graph Structure Based on Voronoi Diagrams for Solving Approximate Nearest Neighbor Search. Proc. VLDB Endow. 15(2): 246-258 (2021) - [j26]Jianbin Qin
, Chuan Xiao
, Yaoshu Wang, Wei Wang, Xuemin Lin, Yoshiharu Ishikawa, Guoren Wang
:
Generalizing the Pigeonhole Principle for Similarity Search in Hamming Space. IEEE Trans. Knowl. Data Eng. 33(2): 489-505 (2021) - [j25]Yuyang Dong, Chuan Xiao, Hanxiong Chen, Jeffrey Xu Yu, Kunihiro Takeoka, Masafumi Oyamada, Hiroyuki Kitagawa:
Continuous top-k spatial-keyword search on dynamic objects. VLDB J. 30(2): 141-161 (2021) - [c31]Yuyang Dong, Kunihiro Takeoka, Chuan Xiao, Masafumi Oyamada:
Efficient Joinable Table Discovery in Data Lakes: A High-Dimensional Similarity-Based Approach. ICDE 2021: 456-467 - [c30]Simin Yu, Kuntian Zhang, Chuan Xiao, Xianyu Bao, Joshua Zhexue Huang, Mark Junjie Li
:
BTGAN: Training GAN with Balanced Triplet Loss and Two-Branch Architecture. IJCNN 2021: 1-8 - [c29]Jianbin Qin, Wei Wang, Chuan Xiao, Ying Zhang
, Yaoshu Wang:
High-Dimensional Similarity Query Processing for Data Science. KDD 2021: 4062-4063 - [c28]Yaoshu Wang, Chuan Xiao, Jianbin Qin, Rui Mao, Makoto Onizuka
, Wei Wang, Rui Zhang, Yoshiharu Ishikawa:
Consistent and Flexible Selectivity Estimation for High-Dimensional Data. SIGMOD Conference 2021: 2319-2327 - [i7]Koji Matsuda, Yuya Sasaki, Chuan Xiao, Makoto Onizuka:
FedMe: Federated Learning via Model Exchange. CoRR abs/2110.07868 (2021) - 2020
- [j24]Satoshi Koide, Chuan Xiao
, Yoshiharu Ishikawa:
Fast Subtrajectory Similarity Search in Road Networks under Weighted Edit Distance Constraints. Proc. VLDB Endow. 13(11): 2188-2201 (2020) - [j23]Jianbin Qin, Wei Wang, Chuan Xiao
, Ying Zhang
:
Similarity Query Processing for High-Dimensional Data. Proc. VLDB Endow. 13(12): 3437-3440 (2020) - [j22]Jianbin Qin, Chuan Xiao
, Sheng Hu
, Jie Zhang
, Wei Wang, Yoshiharu Ishikawa, Koji Tsuda, Kunihiko Sadakane
:
Efficient query autocompletion with edit distance-based error tolerance. VLDB J. 29(4): 919-943 (2020) - [c27]Yaoshu Wang, Chuan Xiao
, Jianbin Qin, Xin Cao
, Yifang Sun, Wei Wang, Makoto Onizuka
:
Monotonic Cardinality Estimation of Similarity Selection: A Deep Learning Approach. SIGMOD Conference 2020: 1197-1212 - [e1]Lu Qin, Wenjie Zhang
, Ying Zhang, You Peng, Hiroyuki Kato, Wei Wang, Chuan Xiao:
Software Foundations for Data Interoperability and Large Scale Graph Data Analytics - 4th International Workshop, SFDI 2020, and 2nd International Workshop, LSGDA 2020, held in Conjunction with VLDB 2020, Tokyo, Japan, September 4, 2020, Proceedings. Communications in Computer and Information Science 1281, Springer 2020, ISBN 978-3-030-61132-3 [contents] - [i6]Yaoshu Wang, Chuan Xiao, Jianbin Qin, Xin Cao, Yifang Sun, Wei Wang, Makoto Onizuka:
Monotonic Cardinality Estimation of Similarity Selection: A Deep Learning Approach. CoRR abs/2002.06442 (2020) - [i5]Yaoshu Wang, Chuan Xiao, Jianbin Qin, Rui Mao, Makoto Onizuka, Wei Wang, Rui Zhang:
Consistent and Flexible Selectivity Estimation for High-dimensional Data. CoRR abs/2005.09908 (2020) - [i4]Satoshi Koide, Chuan Xiao, Yoshiharu Ishikawa:
Fast Subtrajectory Similarity Search in Road Networks under Weighted Edit Distance Constraints. CoRR abs/2006.05564 (2020) - [i3]Yuyang Dong, Kunihiro Takeoka, Chuan Xiao, Masafumi Oyamada:
Efficient Joinable Table Discovery in Data Lakes: A High-Dimensional Similarity-Based Approach. CoRR abs/2010.13273 (2020)
2010 – 2019
- 2019
- [j21]Jing Zhao, Yoshiharu Ishikawa, Lei Chen, Chuan Xiao, Kento Sugiura:
Building Hierarchical Spatial Histograms for Exploratory Analysis in Array DBMS. IEICE Trans. Inf. Syst. 102-D(4): 788-799 (2019) - [j20]Sheng Hu
, Chuan Xiao
, Yoshiharu Ishikawa:
Scope-aware Code Completion with Discriminative Modeling. J. Inf. Process. 27: 469-478 (2019) - [c26]Robert Waury, Christian S. Jensen
, Satoshi Koide, Yoshiharu Ishikawa, Chuan Xiao
:
Indexing Trajectories for Travel-Time Histogram Retrieval. EDBT 2019: 157-168 - [c25]Daichi Amagata
, Takahiro Hara, Chuan Xiao
:
Dynamic Set kNN Self-Join. ICDE 2019: 818-829 - [c24]Sheng Hu
, Chuan Xiao
, Jianbin Qin, Yoshiharu Ishikawa, Qiang Ma
:
Autocompletion for Prefix-Abbreviated Input. SIGMOD Conference 2019: 211-228 - 2018
- [j19]Sheng Hu
, Chuan Xiao, Yoshiharu Ishikawa:
An Efficient Algorithm for Location-Aware Query Autocompletion. IEICE Trans. Inf. Syst. 101-D(1): 181-192 (2018) - [j18]Jianbin Qin, Chuan Xiao:
Pigeonring: A Principle for Faster Thresholded Similarity Search. Proc. VLDB Endow. 12(1): 28-42 (2018) - [j17]Satoshi Koide, Yukihiro Tadokoro, Takayoshi Yoshimura, Chuan Xiao
, Yoshiharu Ishikawa:
Enhanced Indexing and Querying of Trajectories in Road Networks via String Algorithms. ACM Trans. Spatial Algorithms Syst. 4(1): 3:1-3:41 (2018) - [j16]Xiang Zhao, Chuan Xiao
, Xuemin Lin, Wenjie Zhang
, Yang Wang:
Efficient structure similarity searches: a partition-based approach. VLDB J. 27(1): 53-78 (2018) - [c23]Jing Zhao, Yoshiharu Ishikawa, Chuan Xiao
, Kento Sugiura:
Histogram Construction for Difference Analysis of Spatio-Temporal Data on Array DBMS. ADC 2018: 41-52 - [c22]Jianbin Qin, Yaoshu Wang, Chuan Xiao
, Wei Wang, Xuemin Lin
, Yoshiharu Ishikawa:
GPH: Similarity Search in Hamming Space. ICDE 2018: 29-40 - [c21]Satoshi Koide, Yukihiro Tadokoro, Chuan Xiao
, Yoshiharu Ishikawa:
CiNCT: Compression and Retrieval for Massive Vehicular Trajectories via Relative Movement Labeling. ICDE 2018: 1097-1108 - [i2]Jianbin Qin, Chuan Xiao:
Pigeonring: A Principle for Faster Thresholded Similarity Search. CoRR abs/1804.01614 (2018) - 2017
- [j15]Tingting Dong, Yoshiharu Ishikawa, Chuan Xiao, Jing Zhao:
k-Expected Nearest Neighbor Search over Gaussian Objects. J. Comput. 12(2): 105-115 (2017) - [c20]Jie Zhang, Chuan Xiao
, Toyohide Watanabe:
A Framework for Presentation Slide Design Support. ICCDA 2017: 191-196 - [i1]Satoshi Koide, Yukihiro Tadokoro, Chuan Xiao, Yoshiharu Ishikawa:
CiNCT: Compression and retrieval for massive vehicular trajectories via relative movement labeling. CoRR abs/1706.02885 (2017) - 2016
- [j14]Xiang Zhao, Yifan Chen, Chuan Xiao
, Yoshiharu Ishikawa, Jiuyang Tang:
Frequent Subgraph Mining Based on Pregel. Comput. J. 59(8): 1113-1128 (2016) - [j13]Tingting Dong, Yoshiharu Ishikawa, Chuan Xiao
:
Top-k Similarity Search over Gaussian Distributions Based on KL-Divergence. J. Inf. Process. 24(1): 152-163 (2016) - [j12]Xiaoling Zhou, Jianbin Qin, Chuan Xiao
, Wei Wang, Xuemin Lin
, Yoshiharu Ishikawa:
BEVA: An Efficient Query Processing Algorithm for Error-Tolerant Autocompletion. ACM Trans. Database Syst. 41(1): 5:1-5:44 (2016) - [c19]Pei Wang, Chuan Xiao
, Jianbin Qin, Wei Wang, Xiaoyang Zhang, Yoshiharu Ishikawa:
Local Similarity Search for Unstructured Text. SIGMOD Conference 2016: 1991-2005 - 2014
- [j11]Tingting Dong, Chuan Xiao, Yoshiharu Ishikawa:
Probabilistic Range Querying over Gaussian Objects. IEICE Trans. Inf. Syst. 97-D(4): 694-704 (2014) - [j10]Jie Zhang
, Chuan Xiao, Toyohide Watanabe, Yoshiharu Ishikawa:
Content-Based Element Search for Presentation Slide Reuse. IEICE Trans. Inf. Syst. 97-D(10): 2685-2696 (2014) - [c18]Yifan Chen, Xiang Zhao, Bin Ge, Chuan Xiao
, Chi-Hung Chi:
Practising Scalable Graph Similarity Joins in MapReduce. BigData Congress 2014: 112-119 - [c17]Xiang Zhao, Chuan Xiao
, Wenjie Zhang
, Xuemin Lin
, Jiuyang Tang:
Improving Performance of Graph Similarity Joins Using Selected Substructures. DASFAA (1) 2014: 156-172 - 2013
- [j9]Chuan Xiao
, Jianbin Qin, Wei Wang, Yoshiharu Ishikawa, Koji Tsuda, Kunihiko Sadakane
:
Efficient Error-tolerant Query Autocompletion. Proc. VLDB Endow. 6(6): 373-384 (2013) - [j8]Xiang Zhao, Chuan Xiao
, Xuemin Lin
, Qing Liu, Wenjie Zhang
:
A Partition-Based Approach to Structure Similarity Search. Proc. VLDB Endow. 7(3): 169-180 (2013) - [j7]Wei Wang, Jianbin Qin, Chuan Xiao
, Xuemin Lin
, Heng Tao Shen:
VChunkJoin: An Efficient Algorithm for Edit Similarity Joins. IEEE Trans. Knowl. Data Eng. 25(8): 1916-1929 (2013) - [j6]Jianbin Qin, Wei Wang, Chuan Xiao
, Yifei Lu, Xuemin Lin
, Haixun Wang:
Asymmetric signature schemes for efficient exact edit similarity query processing. ACM Trans. Database Syst. 38(3): 16 (2013) - [j5]Xiang Zhao, Chuan Xiao
, Xuemin Lin
, Wei Wang, Yoshiharu Ishikawa:
Efficient processing of graph similarity queries with edit distance constraints. VLDB J. 22(6): 727-752 (2013) - [c16]Jianbin Qin, Xiaoling Zhou, Wei Wang, Chuan Xiao
:
Trie-based similarity search and join. EDBT/ICDT Workshops 2013: 392-396 - [c15]Tingting Dong, Chuan Xiao
, Xi Guo, Yoshiharu Ishikawa:
Processing Probabilistic Range Queries over Gaussian-Based Uncertain Data. SSTD 2013: 410-428 - 2012
- [j4]Xi Guo, Chuan Xiao
, Yoshiharu Ishikawa:
Combination Skyline Queries. Trans. Large Scale Data Knowl. Centered Syst. 6: 1-30 (2012) - [c14]Gaoping Zhu, Ke Zhu, Wenjie Zhang
, Xuemin Lin
, Chuan Xiao
:
Efficient Subgraph Similarity All-Matching. DASFAA (1) 2012: 455-469 - [c13]Xiang Zhao, Chuan Xiao
, Xuemin Lin
, Wei Wang:
Efficient Graph Similarity Joins with Edit Distance Constraints. ICDE 2012: 834-845 - [c12]Jianbin Qin, Chuan Xiao
, Wei Wang, Xuemin Lin
:
A Space-Efficient Indexing Algorithm for Boolean Query Processing. WISE 2012: 638-644 - 2011
- [j3]Chuan Xiao
, Wei Wang, Xuemin Lin
, Jeffrey Xu Yu, Guoren Wang:
Efficient similarity joins for near-duplicate detection. ACM Trans. Database Syst. 36(3): 15:1-15:41 (2011) - [c11]Qianlu Lin, Chuan Xiao
, Muhammad Aamir Cheema
, Wei Wang:
Finding the Sites with Best Accessibilities to Amenities. DASFAA (2) 2011: 58-72 - [c10]Jianbin Qin, Wei Wang, Yifei Lu, Chuan Xiao
, Xuemin Lin
:
Efficient exact edit similarity query processing with the asymmetric signature scheme. SIGMOD Conference 2011: 1033-1044
2000 – 2009
- 2009
- [c9]Chuan Xiao
, Wei Wang, Xuemin Lin
, Haichuan Shang:
Top-k Set Similarity Joins. ICDE 2009: 916-927 - [c8]Wei Wang, Chuan Xiao
, Xuemin Lin
, Chengqi Zhang
:
Efficient approximate entity extraction with edit distance constraints. SIGMOD Conference 2009: 759-770 - 2008
- [j2]Chuan Xiao
, Wei Wang, Xuemin Lin:
Ed-Join: an efficient algorithm for similarity joins with edit distance constraints. Proc. VLDB Endow. 1(1): 933-944 (2008) - [c7]Chuan Xiao
, Wei Wang, Xuemin Lin, Jeffrey Xu Yu:
Efficient similarity joins for near duplicate detection. WWW 2008: 131-140 - 2007
- [j1]Donghong Han, Guoren Wang, Chuan Xiao
, Rui Zhou
:
Load Shedding for Window Joins over Streams. J. Comput. Sci. Technol. 22(2): 182-189 (2007) - 2006
- [c6]Huan Huo, Guoren Wang, Xiaoyun Hui, Rui Zhou
, Bo Ning, Chuan Xiao
:
Efficient Query Processing for Streamed XML Fragments. DASFAA 2006: 468-482 - [c5]Huan Huo, Rui Zhou
, Guoren Wang, Xiaoyun Hui, Chuan Xiao
, Yongqian Yu:
Efficient Evaluation of Multiple Queries on Streamed XML Fragments. WAIM 2006: 61-72 - [c4]Donghong Han, Chuan Xiao
, Rui Zhou
, Guoren Wang, Huan Huo, Xiaoyun Hui:
Load Shedding for Window Joins over Streams. WAIM 2006: 472-483 - [c3]Rui Zhou, Guoren Wang, Donghong Han, Pizhen Gong, Chuan Xiao
, Hongru Li:
Buffer-Preposed QoS Adaptation Framework and Load Shedding Techniques over Streams. WISE 2006: 234-246 - [c2]Huan Huo, Guoren Wang, Xiaoyun Hui, Chuan Xiao
, Rui Zhou:
Document Fragmentation for XML Streams Based on Query Statistics. WISE 2006: 350-356 - [c1]Xiaoyun Hui, Guoren Wang, Huan Huo, Chuan Xiao
, Rui Zhou:
Region-Based Coding for Queries over Streamed XML Fragments. WISE 2006: 487-498
Coauthor Index
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