Jin Wang

Orcid: 0000-0002-3172-6133

Affiliations:

Megagon Labs
University of California, Los Angeles, Computer Science Department, CA, USA (former)
Tsinghua University, TNList, RIIT, Center for High-speed Railway Technology, Beijing, China (former)

According to our database¹, Jin Wang authored at least 63 papers between 2013 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

PORCA: Root Cause Analysis with Partially Observed Data.

[BibT_eX]

[DOI]

CoRR, 2024

A Blueprint Architecture of Compound AI Systems for Enterprise.

[BibT_eX]

[DOI]

CoRR, 2024

LLM-assisted Labeling Function Generation for Semantic Type Detection.

[BibT_eX]

[DOI]

Chenjie Li

Dan Zhang

Jin Wang

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

Boosting the Adversarial Robustness of Graph Neural Networks: An OOD Perspective.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Fairness-Aware Data Preparation for Entity Matching.

[BibT_eX]

[DOI]

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

Deep Dirichlet Process Mixture Model for Non-parametric Trajectory Clustering.

[BibT_eX]

[DOI]

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

Demonstration of a Multi-agent Framework for Text to SQL Applications with Large Language Models.

[BibT_eX]

[DOI]

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

2023

Watchog: A Light-weight Contrastive Learning based Framework for Column Annotation.

[BibT_eX]

[DOI]

Zhengjie Miao

Jin Wang

Proc. ACM Manag. Data, December, 2023

Efficient EMD-Based Similarity Search via Batch Pruning and Incremental Computation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2023

Semantics-aware Dataset Discovery from Data Lakes with Contextualized Column-based Representation Learning.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2023

Table Discovery in Data Lakes: State-of-the-art and Future Directions.

[BibT_eX]

[DOI]

Proceedings of the Companion of the 2023 International Conference on Management of Data, 2023

Causal Discovery from Temporal Data.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Sudowoodo: Contrastive Self-supervised Learning for Multi-purpose Data Integration and Preparation.

[BibT_eX]

[DOI]

Runhui Wang

Yuliang Li

Jin Wang

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Spatiotemporal Activity Modeling via Hierarchical Cross-Modal Embedding : Extended Abstract.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2022

Spatiotemporal Activity Modeling via Hierarchical Cross-Modal Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Optimizing Parallel Recursive Datalog Evaluation on Multicore Machines.

[BibT_eX]

[DOI]

Jiacheng Wu

Jin Wang

Carlo Zaniolo

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Machop: an end-to-end generalized entity matching framework.

[BibT_eX]

[DOI]

Proceedings of the aiDM '22: Proceedings of the Fifth International Workshop on Exploiting Artificial Intelligence Techniques for Data Management, 2022

MSDR: Multi-Step Dependency Relation Networks for Spatial Temporal Forecasting.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Highly Efficient String Similarity Search and Join over Compressed Indexes.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Efficient EMD-based Similarity Search via Batch Pruning and Incremental Computation (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Minun: evaluating counterfactual explanations for entity matching.

[BibT_eX]

[DOI]

Jin Wang

Yuliang Li

Proceedings of the DEEM '22: Proceedings of the Sixth Workshop on Data Management for End-To-End Machine Learning Philadelphia, 2022

Demonstration of LogicLib: An Expressive Multi-Language Interface over Scalable Datalog System.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Clustering Enhanced Error-tolerant Top-k Spatio-textual Search.

[BibT_eX]

[DOI]

World Wide Web, 2021

Formal semantics and high performance in declarative machine learning using Datalog.

[BibT_eX]

[DOI]

VLDB J., 2021

Updatable Learned Index with Precise Positions.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

Deep Entity Matching: Challenges and Opportunities.

[BibT_eX]

[DOI]

ACM J. Data Inf. Qual., 2021

Developing Big-Data Application as Queries: an Aggregate-Based approach.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2021

PanGu-α: Large-scale Autoregressive Pretrained Chinese Language Models with Auto-parallel Computation.

[BibT_eX]

[DOI]

CoRR, 2021

A Graph-based Approach for Trajectory Similarity Computation in Spatial Networks.

[BibT_eX]

[DOI]

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

KDDLog: Performance and Scalability in Knowledge Discovery by Declarative Queries with Aggregates.

[BibT_eX]

[DOI]

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

Revisiting Data Prefetching for Database Systems with Machine Learning Techniques.

[BibT_eX]

[DOI]

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

Machamp: A Generalized Entity Matching Benchmark.

[BibT_eX]

[DOI]

Jin Wang

Yuliang Li

Wataru Hirota

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

Power, Performance and Scalability for Big Data Query Languages: The Machine Learning Challenge.

[BibT_eX]

[DOI]

Jin Wang

PhD thesis, 2020

A Transformation-Based Framework for KNN Set Similarity Search.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2020

Boosting approximate dictionary-based entity extraction with synonyms.

[BibT_eX]

[DOI]

Inf. Sci., 2020

RASQL: A Powerful Language and its System for Big Data Applications.

[BibT_eX]

[DOI]

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

Discovering Subsequence Patterns for Next POI Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

A Transformation-based Framework for KNN Set Similarity Search(Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Fast Error-tolerant Location-aware Query Autocompletion.

[BibT_eX]

[DOI]

Jin Wang

Chunbin Lin

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

2019

Large-Scale Frequent Episode Mining from Complex Event Sequences with Hierarchies.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2019

Monotonic Properties of Completed Aggregates in Recursive Queries.

[BibT_eX]

[DOI]

CoRR, 2019

BigData Applications from Graph Analytics to Machine Learning by Aggregates in Recursion.

[BibT_eX]

[DOI]

Proceedings of the Proceedings 35th International Conference on Logic Programming (Technical Communications), 2019

Improving Distributed Similarity Join in Metric Space with Error-bounded Sampling.

[BibT_eX]

[DOI]

CoRR, 2019

Hierarchical Inter-Attention Network for Document Classification with Multi-Task Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Learn Smart with Less: Building Better Online Decision Trees with Fewer Training Examples.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

A Hierarchical Framework for Top-k Location-Aware Error-Tolerant Keyword Search.

[BibT_eX]

[DOI]

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

Scalable Metric Similarity Join Using MapReduce.

[BibT_eX]

[DOI]

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

MF-Join: Efficient Fuzzy String Similarity Join with Multi-level Filtering.

[BibT_eX]

[DOI]

Jin Wang

Chunbin Lin

Carlo Zaniolo

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

An Efficient Sliding Window Approach for Approximate Entity Extraction with Synonyms.

[BibT_eX]

[DOI]

Proceedings of the Advances in Database Technology, 2019

Distributed Query Engine for Multiple-Query Optimization over Data Stream.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2019

Synergy of Database Techniques and Machine Learning Models for String Similarity Search and Join.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018

Mining Precise-Positioning Episode Rules from Event Sequences.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

Beyond Polarity: Interpretable Financial Sentiment Analysis with Hierarchical Query-driven Attention.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Modeling Patient Visit Using Electronic Medical Records for Cost Profile Estimation.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2018

2017

A unified framework for string similarity search with edit-distance constraint.

[BibT_eX]

[DOI]

VLDB J., 2017

Combining Knowledge with Deep Convolutional Neural Networks for Short Text Classification.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

An Efficient Framework for Exact Set Similarity Search Using Tree Structure Indexes.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

2016

Ranking support for matched patterns over complex event streams: The CEPR system.

[BibT_eX]

[DOI]

Jiaqi Gu

Jin Wang

Carlo Zaniolo

Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

2015

Two birds with one stone: An efficient hierarchical framework for top-k and threshold-based string similarity search.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

A Cost-aware Buffer Management Policy for Flash-based Storage Devices.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2015

2014

TL: A High Performance Buffer Replacement Strategy for Read-Write Splitting Web Applications.

[BibT_eX]

[DOI]

Proceedings of the Web Technologies and Applications - 16th Asia-Pacific Web Conference, 2014

2013

A New Plug-in System Supporting Very Large Digital Library.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries: Social Media and Community Networks, 2013

pLSM: A Highly Efficient LSM-Tree Index Supporting Real-Time Big Data Analysis.

[BibT_eX]

[DOI]

Proceedings of the 37th Annual IEEE Computer Software and Applications Conference, 2013

Jin Wang

Timeline

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