Jin Wang

76 papers A* 26A 4B 2C 1Journal 31Unranked 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
CENTS: A Flexible and Cost-Effective Framework for LLM-Based Table Understanding.
Proc. VLDB Endow.
Guorui Xiao, Dong He, Jin Wang, Magdalena Balazinska
2025 J jnl
LakeVisage: Towards Scalable, Flexible and Interactive Visualization Recommendation for Data Discovery over Data Lakes.
CoRR
Yihao Hu, Jin Wang, Sajjadur Rahman
2025 J jnl
LakeVisage: Towards Scalable, Flexible and Interactive Visualization Recommendation for Data Discovery over Data Lakes.
Proc. VLDB Endow.
Yihao Hu, Jin Wang, Sajjadur Rahman
2025 J jnl
MageSQL: Enhancing In-context Learning for Text-to-SQL Applications with Large Language Models.
CoRR
Chen Shen, Jin Wang, Sajjadur Rahman, Eser Kandogan
2025 J jnl
Towards Operationalizing Heterogeneous Data Discovery.
CoRR
Jin Wang, Yanlin Feng, Chen Shen, Sajjadur Rahman, Eser Kandogan
2024 J jnl
A Blueprint Architecture of Compound AI Systems for Enterprise.
CoRR
Eser Kandogan, Sajjadur Rahman, Nikita Bhutani, Dan Zhang, Rafael Li Chen, Kushan Mitra, Sairam Gurajada, Pouya Pezeshkpour, Hayate Iso, Yanlin Feng, Hannah Kim, Chen Shen, Jin Wang, Estevam Hruschka
2024 A* conf
Boosting the Adversarial Robustness of Graph Neural Networks: An OOD Perspective.
ICLR
Kuan Li, Yiwen Chen, Yang Liu, Jin Wang, Qing He, Minhao Cheng, Xiang Ao
2024 A* conf
Deep Dirichlet Process Mixture Model for Non-parametric Trajectory Clustering.
ICDE
Di Yao, Jin Wang, Wenjie Chen, Fangda Guo, Peng Han, Jingping Bi
2024 A conf
Demonstration of a Multi-agent Framework for Text to SQL Applications with Large Language Models.
CIKM
Chen Shen, Jin Wang, Sajjadur Rahman, Eser Kandogan
2024 A* conf
Fairness-Aware Data Preparation for Entity Matching.
ICDE
Nima Shahbazi, Jin Wang, Zhengjie Miao, Nikita Bhutani
2024 — conf
LLM-assisted Labeling Function Generation for Semantic Type Detection.
VLDB Workshops
Chenjie Li, Dan Zhang, Jin Wang
2024 J jnl
LLM-assisted Labeling Function Generation for Semantic Type Detection.
CoRR
Chenjie Li, Dan Zhang, Jin Wang
2024 J jnl
PORCA: Root Cause Analysis with Partially Observed Data.
CoRR
Chang Gong, Di Yao, Jin Wang, Wenbin Li, Lanting Fang, Yongtao Xie, Kaiyu Feng, Peng Han, Jingping Bi
2023 A* conf
Causal Discovery from Temporal Data.
KDD
Chang Gong, Di Yao, Chuzhe Zhang, Wenbin Li, Jingping Bi, Lun Du, Jin Wang
2023 J jnl
Efficient EMD-Based Similarity Search via Batch Pruning and Incremental Computation.
IEEE Trans. Knowl. Data Eng.
Yu Chen, Yong Zhang, Jin Wang, Jiacheng Wu, Chunxiao Xing
2023 J jnl
Semantics-aware Dataset Discovery from Data Lakes with Contextualized Column-based Representation Learning.
Proc. VLDB Endow.
Grace Fan, Jin Wang, Yuliang Li, Dan Zhang, Renée J. Miller
2023 A* conf
Spatiotemporal Activity Modeling via Hierarchical Cross-Modal Embedding : Extended Abstract.
ICDE
Yang Liu, Xiang Ao, Linfeng Dong, Chao Zhang, Jin Wang, Qing He
2023 A* conf
Sudowoodo: Contrastive Self-supervised Learning for Multi-purpose Data Integration and Preparation.
ICDE
Runhui Wang, Yuliang Li, Jin Wang
2023 — conf
Table Discovery in Data Lakes: State-of-the-art and Future Directions.
SIGMOD Conference Companion
Grace Fan, Jin Wang, Yuliang Li, Renée J. Miller
2023 J jnl
Watchog: A Light-weight Contrastive Learning based Framework for Column Annotation.
Proc. ACM Manag. Data
Zhengjie Miao, Jin Wang
2022 A conf
Demonstration of LogicLib: An Expressive Multi-Language Interface over Scalable Datalog System.
CIKM
Mingda Li, Jin Wang, Guorui Xiao, Youfu Li, Carlo Zaniolo
2022 J jnl
Demonstration of LogicLib: An Expressive Multi-Language Interface over Scalable Datalog System.
CoRR
Mingda Li, Jin Wang, Guorui Xiao, Youfu Li, Carlo Zaniolo
2022 A* conf
Efficient EMD-based Similarity Search via Batch Pruning and Incremental Computation (Extended Abstract).
ICDE
Yu Chen, Yong Zhang, Jin Wang, Jiacheng Wu, Chunxiao Xing
2022 A* conf
Highly Efficient String Similarity Search and Join over Compressed Indexes.
ICDE
Guorui Xiao, Jin Wang, Chunbin Lin, Carlo Zaniolo
2022 A* conf
MSDR: Multi-Step Dependency Relation Networks for Spatial Temporal Forecasting.
KDD
Dachuan Liu, Jin Wang, Shuo Shang, Peng Han
2022 J jnl
Machop: an End-to-End Generalized Entity Matching Framework.
CoRR
Jin Wang, Yuliang Li, Wataru Hirota, Eser Kandogan
2022 — conf
Machop: an end-to-end generalized entity matching framework.
aiDM@SIGMOD
Jin Wang, Yuliang Li, Wataru Hirota, Eser Kandogan
2022 — conf
Minun: evaluating counterfactual explanations for entity matching.
DEEM@SIGMOD
Jin Wang, Yuliang Li
2022 — conf
Optimizing Parallel Recursive Datalog Evaluation on Multicore Machines.
SIGMOD Conference
Jiacheng Wu, Jin Wang, Carlo Zaniolo
2022 J jnl
Semantics-aware Dataset Discovery from Data Lakes with Contextualized Column-based Representation Learning.
CoRR
Grace Fan, Jin Wang, Yuliang Li, Dan Zhang, Renée J. Miller
2022 J jnl
Spatiotemporal Activity Modeling via Hierarchical Cross-Modal Embedding.
IEEE Trans. Knowl. Data Eng.
Yang Liu, Xiang Ao, Linfeng Dong, Chao Zhang, Jin Wang, Qing He
2022 J jnl
Sudowoodo: Contrastive Self-supervised Learning for Multi-purpose Data Integration and Preparation.
CoRR
Runhui Wang, Yuliang Li, Jin Wang
2021 A* conf
A Graph-based Approach for Trajectory Similarity Computation in Spatial Networks.
KDD
Peng Han, Jin Wang, Di Yao, Shuo Shang, Xiangliang Zhang
2021 J jnl
Clustering Enhanced Error-tolerant Top-k Spatio-textual Search.
World Wide Web
Yong Zhang, Yu Chen, Junye Yang, Jin Wang, Huiqi Hu, Chunxiao Xing, Xiaofang Zhou
2021 J jnl
Deep Entity Matching: Challenges and Opportunities.
ACM J. Data Inf. Qual.
Yuliang Li, Jinfeng Li, Yoshihiko Suhara, Jin Wang, Wataru Hirota, Wang-Chiew Tan
2021 J jnl
Developing Big-Data Application as Queries: an Aggregate-Based approach.
IEEE Data Eng. Bull.
Carlo Zaniolo, Ariyam Das, Jiaqi Gu, Youfu Li, Mingda Li, Jin Wang
2021 J jnl
Formal semantics and high performance in declarative machine learning using Datalog.
VLDB J.
Jin Wang, Jiacheng Wu, Mingda Li, Jiaqi Gu, Ariyam Das, Carlo Zaniolo
2021 A* conf
KDDLog: Performance and Scalability in Knowledge Discovery by Declarative Queries with Aggregates.
ICDE
Youfu Li, Jin Wang, Mingda Li, Ariyam Das, Jiaqi Gu, Carlo Zaniolo
2021 A conf
Machamp: A Generalized Entity Matching Benchmark.
CIKM
Jin Wang, Yuliang Li, Wataru Hirota
2021 J jnl
Machamp: A Generalized Entity Matching Benchmark.
CoRR
Jin Wang, Yuliang Li, Wataru Hirota
2021 J jnl
PanGu-α: Large-scale Autoregressive Pretrained Chinese Language Models with Auto-parallel Computation.
CoRR
Wei Zeng, Xiaozhe Ren, Teng Su, Hui Wang, Yi Liao, Zhiwei Wang, Xin Jiang, ZhenZhang Yang, Kaisheng Wang, Xiaoda Zhang, Chen Li, Ziyan Gong, Yifan Yao, Xinjing Huang, Jun Wang, Jianfeng Yu, Qi Guo, Yue Yu, Yan Zhang, Jin Wang, Hengtao Tao, Dasen Yan, Zexuan Yi, Fang Peng, Fangqing Jiang, Han Zhang, Lingfeng Deng, Yehong Zhang, Zhe Lin, Chao Zhang, Shaojie Zhang, Mingyue Guo, Shanzhi Gu, Gaojun Fan, Yaowei Wang, Xuefeng Jin, Qun Liu, Yonghong Tian
2021 A* conf
Revisiting Data Prefetching for Database Systems with Machine Learning Techniques.
ICDE
Yu Chen, Yong Zhang, Jiacheng Wu, Jin Wang, Chunxiao Xing
2021 J jnl
Updatable Learned Index with Precise Positions.
CoRR
Jiacheng Wu, Yong Zhang, Shimin Chen, Jin Wang, Yu Chen, Chunxiao Xing
2021 J jnl
Updatable Learned Index with Precise Positions.
Proc. VLDB Endow.
Jiacheng Wu, Yong Zhang, Shimin Chen, Yu Chen, Jin Wang, Chunxiao Xing
2020 J jnl
A Transformation-Based Framework for KNN Set Similarity Search.
IEEE Trans. Knowl. Data Eng.
Yong Zhang, Jiacheng Wu, Jin Wang, Chunxiao Xing
2020 A* conf
A Transformation-based Framework for KNN Set Similarity Search(Extended Abstract).
ICDE
Yong Zhang, Jiacheng Wu, Jin Wang, Chunxiao Xing
2020 J jnl
Boosting approximate dictionary-based entity extraction with synonyms.
Inf. Sci.
Jin Wang, Chunbin Lin, Mingda Li, Carlo Zaniolo
2020 A* conf
Discovering Subsequence Patterns for Next POI Recommendation.
IJCAI
Kangzhi Zhao, Yong Zhang, Hongzhi Yin, Jin Wang, Kai Zheng, Xiaofang Zhou, Chunxiao Xing
2020 A* conf
Fast Error-tolerant Location-aware Query Autocompletion.
ICDE
Jin Wang, Chunbin Lin
2020 — —
Power, Performance and Scalability for Big Data Query Languages: The Machine Learning Challenge.
Jin Wang
2020 — conf
RASQL: A Powerful Language and its System for Big Data Applications.
SIGMOD Conference
Jin Wang, Guorui Xiao, Jiaqi Gu, Jiacheng Wu, Carlo Zaniolo
2019 A* conf
A Hierarchical Framework for Top-k Location-Aware Error-Tolerant Keyword Search.
ICDE
Junye Yang, Yong Zhang, Xiaofang Zhou, Jin Wang, Huiqi Hu, Chunxiao Xing
2019 B conf
An Efficient Sliding Window Approach for Approximate Entity Extraction with Synonyms.
EDBT
Jin Wang, Chunbin Lin, Mingda Li, Carlo Zaniolo
2019 — conf
BigData Applications from Graph Analytics to Machine Learning by Aggregates in Recursion.
ICLP Technical Communications
Ariyam Das, Youfu Li, Jin Wang, Mingda Li, Carlo Zaniolo
2019 — conf
Distributed Query Engine for Multiple-Query Optimization over Data Stream.
DASFAA (3)
Junye Yang, Yong Zhang, Jin Wang, Chunxiao Xing
2019 A* conf
Hierarchical Inter-Attention Network for Document Classification with Multi-Task Learning.
IJCAI
Bing Tian, Yong Zhang, Jin Wang, Chunxiao Xing
2019 J jnl
Improving Distributed Similarity Join in Metric Space with Error-bounded Sampling.
CoRR
Jiacheng Wu, Yong Zhang, Jin Wang, Chunbin Lin, Yingjia Fu, Chunxiao Xing
2019 J jnl
Large-Scale Frequent Episode Mining from Complex Event Sequences with Hierarchies.
ACM Trans. Intell. Syst. Technol.
Xiang Ao, Haoran Shi, Jin Wang, Luo Zuo, Hongwei Li, Qing He
2019 A* conf
Learn Smart with Less: Building Better Online Decision Trees with Fewer Training Examples.
IJCAI
Ariyam Das, Jin Wang, Sahil M. Gandhi, Jae Lee, Wei Wang, Carlo Zaniolo
2019 A* conf
MF-Join: Efficient Fuzzy String Similarity Join with Multi-level Filtering.
ICDE
Jin Wang, Chunbin Lin, Carlo Zaniolo
2019 J jnl
Monotonic Properties of Completed Aggregates in Recursive Queries.
CoRR
Carlo Zaniolo, Ariyam Das, Jiaqi Gu, Youfu Li, Mingda Li, Jin Wang
2019 A* conf
Scalable Metric Similarity Join Using MapReduce.
ICDE
Jiacheng Wu, Yong Zhang, Jin Wang, Chunbin Lin, Yingjia Fu, Chunxiao Xing
2019 A conf
Synergy of Database Techniques and Machine Learning Models for String Similarity Search and Join.
CIKM
Jiaheng Lu, Chunbin Lin, Jin Wang, Chen Li
2018 A* conf
Beyond Polarity: Interpretable Financial Sentiment Analysis with Hierarchical Query-driven Attention.
IJCAI
Ling Luo, Xiang Ao, Feiyang Pan, Jin Wang, Tong Zhao, Ningzi Yu, Qing He
2018 J jnl
Mining Precise-Positioning Episode Rules from Event Sequences.
IEEE Trans. Knowl. Data Eng.
Xiang Ao, Ping Luo, Jin Wang, Fuzhen Zhuang, Qing He
2018 — conf
Modeling Patient Visit Using Electronic Medical Records for Cost Profile Estimation.
DASFAA (2)
Kangzhi Zhao, Yong Zhang, Zihao Wang, Hongzhi Yin, Xiaofang Zhou, Jin Wang, Chunxiao Xing
2017 J jnl
A unified framework for string similarity search with edit-distance constraint.
VLDB J.
Minghe Yu, Jin Wang, Guoliang Li, Yong Zhang, Dong Deng, Jianhua Feng
2017 A* conf
An Efficient Framework for Exact Set Similarity Search Using Tree Structure Indexes.
ICDE
Yong Zhang, Xiuxing Li, Jin Wang, Ying Zhang, Chunxiao Xing, Xiaojie Yuan
2017 A* conf
Combining Knowledge with Deep Convolutional Neural Networks for Short Text Classification.
IJCAI
Jin Wang, Zhongyuan Wang, Dawei Zhang, Jun Yan
2017 A* conf
Mining Precise-Positioning Episode Rules from Event Sequences.
ICDE
Xiang Ao, Ping Luo, Jin Wang, Fuzhen Zhuang, Qing He
2016 A* conf
Ranking support for matched patterns over complex event streams: The CEPR system.
ICDE
Jiaqi Gu, Jin Wang, Carlo Zaniolo
2015 — conf
A Cost-aware Buffer Management Policy for Flash-based Storage Devices.
DASFAA (1)
Zhiwen Jiang, Yong Zhang, Jin Wang, Chunxiao Xing
2015 A* conf
Two birds with one stone: An efficient hierarchical framework for top-k and threshold-based string similarity search.
ICDE
Jin Wang, Guoliang Li, Dong Deng, Yong Zhang, Jianhua Feng
2014 C conf
TL: A High Performance Buffer Replacement Strategy for Read-Write Splitting Web Applications.
APWeb
Zhiwen Jiang, Yong Zhang, Jin Wang, Chao Li, Chunxiao Xing
2013 — conf
A New Plug-in System Supporting Very Large Digital Library.
ICADL
Jin Wang, Yong Zhang, Yang Gao, Chunxiao Xing
2013 B conf
pLSM: A Highly Efficient LSM-Tree Index Supporting Real-Time Big Data Analysis.
COMPSAC
Jin Wang, Yong Zhang, Yang Gao, Chunxiao Xing