Yaoshu Wang

38 papers A* 8B 1Journal 16Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
BClean+: A Bayesian Data Cleaning System With Automated Prior Generation.
IEEE Trans. Knowl. Data Eng.
Ziyan Han, Jing Zhu, Jinbin Huang, Sifan Huang, Yaoshu Wang, Rui Mao, Jianbin Qin
2025 J jnl
CKGAN: Training Generative Adversarial Networks Using Characteristic Kernel Integral Probability Metrics.
CoRR
Kuntian Zhang, Simin Yu, Yaoshu Wang, Makoto Onizuka, Chuan Xiao
2025 A* conf
DreamCreek: AI for Battery Formation and Grading.
ICDE
Wenfei Fan, Yang Leng, Daji Li, Shuhao Liu, Mingliang Ouyang, Yaoshu Wang, Min Xie, Qiang Yuan
2025 — conf
HSP: Efficient Framework for Hamming Similarity Search in PostgreSQL.
ADMA (4)
Shengsong Liu, Jiangfeng Xiao, Yaoshu Wang, Hua Yan, Yan Ji, Rui Mao, Jianbin Qin
2025 — conf
PUER: Boosting Few-shot Positive-Unlabeled Entity Resolution with Reinforcement Learning.
EMNLP (Findings)
Yaoshu Wang, Mengyi Yan, Wei Wang
2025 J jnl
Towards uncertainty-calibrated structural data enrichment with large language model for few-shot entity resolution.
Frontiers Comput. Sci.
Mengyi Yan, Yaoshu Wang, Xiaohan Jiang, Haoyi Zhou, Jianxin Li
2025 A* conf
ZeroED: Hybrid Zero-Shot Error Detection Through Large Language Model Reasoning.
ICDE
Wei Ni, Kaihang Zhang, Xiaoye Miao, Xiangyu Zhao, Yangyang Wu, Yaoshu Wang, Jianwei Yin
2025 J jnl
ZeroED: Hybrid Zero-shot Error Detection through Large Language Model Reasoning.
CoRR
Wei Ni, Kaihang Zhang, Xiaoye Miao, Xiangyu Zhao, Yangyang Wu, Yaoshu Wang, Jianwei Yin
2024 — conf
A Retrieval-Augmented Framework for Tabular Interpretation with Large Language Model.
DASFAA (2)
Mengyi Yan, Weilong Ren, Yaoshu Wang, Jianxin Li
2024 A* conf
BClean: A Bayesian Data Cleaning System.
ICDE
Jianbin Qin, Sifan Huang, Yaoshu Wang, Jing Zhu, Yifan Zhang, Yukai Miao, Rui Mao, Makoto Onizuka, Chuan Xiao
2024 A* conf
Efficient Mixture of Experts based on Large Language Models for Low-Resource Data Preprocessing.
KDD
Mengyi Yan, Yaoshu Wang, Kehan Pang, Min Xie, Jianxin Li
2024 J jnl
Enriching Relations with Additional Attributes for ER.
Proc. VLDB Endow.
Mengyi Yan, Wenfei Fan, Yaoshu Wang, Min Xie
2024 J jnl
GIDCL: A Graph-Enhanced Interpretable Data Cleaning Framework with Large Language Models.
Proc. ACM Manag. Data
Mengyi Yan, Yaoshu Wang, Yue Wang, Xiaoye Miao, Jianxin Li
2024 J jnl
Graph Association Analyses for Early Drug Discovery.
Proc. VLDB Endow.
Wenfei Fan, Daji Li, Peiyu Liang, Shuhao Liu, Yaoshu Wang, Yiming Wang, Min Xie, Runjie Zhang
2024 — conf
Rock: Cleaning Data by Embedding ML in Logic Rules.
SIGMOD Conference Companion
Xianchun Bao, Zian Bao, Bie Binbin, Qingsong Duan, Wenfei Fan, Hui Lei, Daji Li, Wei Lin, Peng Liu, Zhicong Lv, Mingliang Ouyang, Shuai Tang, Yaoshu Wang, Qiyuan Wei, Min Xie, Jing Zhang, Xin Zhang, Runxiao Zhao, Shuping Zhou
2024 J jnl
Rock: Cleaning Data with both ML and Logic Rules.
Proc. VLDB Endow.
Zian Bao, Bie Binbin, Wenfei Fan, Daji Li, MengYun Li, Kaiwen Lin, Wei Lin, Peijie Liu, Peng Liu, Zhicong Lv, Mingliang Ouyang, Chenyang Sun, Shuai Tang, Yaoshu Wang, Qiyuan Wei, Xiangqian Wu, Min Xie, Jing Zhang, Runxiao Zhao, Jie Zhu, Yilin Zhu
2024 B conf
Unsupervised Domain Adaptation for Entity Blocking Leveraging Large Language Models.
IEEE Big Data
Yaoshu Wang, Mengyi Yan
2023 — conf
Adaptive Label Cleaning for Error Detection on Tabular Data.
APWeb/WAIM (4)
Yaru Zhang, Jianbin Qin, Rui Mao, Yan Ji, Yaoshu Wang, Muhammad Asif Ali
2023 J jnl
BClean: A Bayesian Data Cleaning System.
CoRR
Jianbin Qin, Sifan Huang, Yaoshu Wang, Jing Zhu, Yifan Zhang, Yukai Miao, Rui Mao, Makoto Onizuka, Chuan Xiao
2023 J jnl
Discovering Top-k Rules using Subjective and Objective Criteria.
Proc. ACM Manag. Data
Wenfei Fan, Ziyan Han, Yaoshu Wang, Min Xie
2023 A* conf
Domain-Adapted Dependency Parsing for Cross-Domain Named Entity Recognition.
AAAI
Chenxiao Dou, Xianghui Sun, Yaoshu Wang, Yunjie Ji, Baochang Ma, Xiangang Li
2023 J jnl
Learning and Deducing Temporal Orders.
Proc. VLDB Endow.
Wenfei Fan, Resul Tugay, Yaoshu Wang, Min Xie, Muhammad Asif Ali
2023 J jnl
Splitting Tuples of Mismatched Entities.
Proc. ACM Manag. Data
Wenfei Fan, Ziyan Han, Weilong Ren, Ding Wang, Yaoshu Wang, Min Xie, Mengyi Yan
2023 — conf
TabMentor: Detect Errors on Tabular Data with Noisy Labels.
ADMA (3)
Yaru Zhang, Jianbin Qin, Yaoshu Wang, Muhammad Asif Ali, Yan Ji, Rui Mao
2022 — conf
Parallel Rule Discovery from Large Datasets by Sampling.
SIGMOD Conference
Wenfei Fan, Ziyan Han, Yaoshu Wang, Min Xie
2021 — conf
Consistent and Flexible Selectivity Estimation for High-Dimensional Data.
SIGMOD Conference
Yaoshu Wang, Chuan Xiao, Jianbin Qin, Rui Mao, Makoto Onizuka, Wei Wang, Rui Zhang, Yoshiharu Ishikawa
2021 J jnl
Generalizing the Pigeonhole Principle for Similarity Search in Hamming Space.
IEEE Trans. Knowl. Data Eng.
Jianbin Qin, Chuan Xiao, Yaoshu Wang, Wei Wang, Xuemin Lin, Yoshiharu Ishikawa, Guoren Wang
2021 A* conf
High-Dimensional Similarity Query Processing for Data Science.
KDD
Jianbin Qin, Wei Wang, Chuan Xiao, Ying Zhang, Yaoshu Wang
2021 A* conf
Improving the Efficiency and Effectiveness for BERT-based Entity Resolution.
AAAI
Bing Li, Yukai Miao, Yaoshu Wang, Yifang Sun, Wei Wang
2020 J jnl
Consistent and Flexible Selectivity Estimation for High-dimensional Data.
CoRR
Yaoshu Wang, Chuan Xiao, Jianbin Qin, Rui Mao, Makoto Onizuka, Wei Wang, Rui Zhang
2020 — conf
Monotonic Cardinality Estimation of Similarity Selection: A Deep Learning Approach.
SIGMOD Conference
Yaoshu Wang, Chuan Xiao, Jianbin Qin, Xin Cao, Yifang Sun, Wei Wang, Makoto Onizuka
2020 J jnl
Monotonic Cardinality Estimation of Similarity Selection: A Deep Learning Approach.
CoRR
Yaoshu Wang, Chuan Xiao, Jianbin Qin, Xin Cao, Yifang Sun, Wei Wang, Makoto Onizuka
2018 — —
Approximate Query Processing with Multiple Similarity Metrics.
Yaoshu Wang
2018 A* conf
GPH: Similarity Search in Hamming Space.
ICDE
Jianbin Qin, Yaoshu Wang, Chuan Xiao, Wei Wang, Xuemin Lin, Yoshiharu Ishikawa
2017 — conf
Efficient Approximate Entity Matching Using Jaro-Winkler Distance.
WISE (1)
Yaoshu Wang, Jianbin Qin, Wei Wang
2016 J jnl
Negative Factor: Improving Regular-Expression Matching in Strings.
ACM Trans. Database Syst.
Xiaochun Yang, Tao Qiu, Bin Wang, Baihua Zheng, Yaoshu Wang, Chen Li
2015 — conf
Local Filtering: Improving the Performance of Approximate Queries on String Collections.
SIGMOD Conference
Xiaochun Yang, Yaoshu Wang, Bin Wang, Wei Wang
2013 — conf
Improving regular-expression matching on strings using negative factors.
SIGMOD Conference
Xiaochun Yang, Bin Wang, Tao Qiu, Yaoshu Wang, Chen Li