Yuliang Li

According to our database, Yuliang Li authored at least 35 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Effective entity matching with transformers.

Yuliang Li, Jinfeng Li, Yoshi Suhara, AnHai Doan, Wang-Chiew Tan

VLDB J., November, 2023

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

Grace Fan, Jin Wang, Yuliang Li, Dan Zhang, Renée J. Miller

Proc. VLDB Endow., 2023

Human-Centered Planning.

Yuliang Li, Nitin Kamra, Ruta Desai, Alon Y. Halevy

CoRR, 2023

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

Grace Fan, Jin Wang, Yuliang Li, Renée J. Miller

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

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

Runhui Wang, Yuliang Li, Jin Wang

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

TimelineQA: A Benchmark for Question Answering over Timelines.

Wang-Chiew Tan, Jane Dwivedi-Yu, Yuliang Li, Lambert Mathias, Marzieh Saeidi, Jing Nathan Yan, Alon Y. Halevy

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Reimagining Retrieval Augmented Language Models for Answering Queries.

Wang-Chiew Tan, Yuliang Li, Pedro Rodriguez, Richard James, Xi Victoria Lin, Alon Y. Halevy, Wen-tau Yih

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

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

Jin Wang, Yuliang Li, Wataru Hirota, Eser Kandogan

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

Annotating Columns with Pre-trained Language Models.

Yoshihiko Suhara, Jinfeng Li, Yuliang Li, Dan Zhang, Çagatay Demiralp, Chen Chen, Wang-Chiew Tan

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

TCUDB: Accelerating Database with Tensor Processors.

Yu-Ching Hu, Yuliang Li, Hung-Wei Tseng

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

Minun: evaluating counterfactual explanations for entity matching.

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

2021

Querying subjective data.

Yuliang Li, Aaron Feng, Jinfeng Li, Shuwei Chen, Saran Mumick, Alon Y. Halevy, Vivian Li, Wang-Chiew Tan

VLDB J., 2021

Data Augmentation for ML-driven Data Preparation and Integration.

Yuliang Li, Xiaolan Wang, Zhengjie Miao, Wang-Chiew Tan

Proc. VLDB Endow., 2021

Index-based, High-dimensional, Cosine Threshold Querying with Optimality Guarantees.

Yuliang Li, Jianguo Wang, Benjamin S. Pullman, Nuno Bandeira, Yannis Papakonstantinou

Theory Comput. Syst., 2021

Deep Entity Matching: Challenges and Opportunities.

Yuliang Li, Jinfeng Li, Yoshihiko Suhara, Jin Wang, Wataru Hirota, Wang-Chiew Tan

ACM J. Data Inf. Qual., 2021

Constructing Explainable Opinion Graphs from Reviews.

Nofar Carmeli, Xiaolan Wang, Yoshihiko Suhara, Stefanos Angelidis, Yuliang Li, Jinfeng Li, Wang-Chiew Tan

Proceedings of the WWW '21: The Web Conference 2021, 2021

Rotom: A Meta-Learned Data Augmentation Framework for Entity Matching, Data Cleaning, Text Classification, and Beyond.

Zhengjie Miao, Yuliang Li, Xiaolan Wang

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

Machamp: A Generalized Entity Matching Benchmark.

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

Deep or Simple Models for Semantic Tagging? It Depends on your Data.

Jinfeng Li, Yuliang Li, Xiaolan Wang, Wang-Chiew Tan

Proc. VLDB Endow., 2020

Deep Entity Matching with Pre-Trained Language Models.

Yuliang Li, Jinfeng Li, Yoshihiko Suhara, AnHai Doan, Wang-Chiew Tan

Proc. VLDB Endow., 2020

Deep or Simple Models for Semantic Tagging? It Depends on your Data [Experiments].

Jinfeng Li, Yuliang Li, Xiaolan Wang, Wang-Chiew Tan

CoRR, 2020

ExplainIt: Explainable Review Summarization with Opinion Causality Graphs.

Nofar Carmeli, Xiaolan Wang, Yoshihiko Suhara, Stefanos Angelidis, Yuliang Li, Jinfeng Li, Wang-Chiew Tan

CoRR, 2020

Enhancing Review Comprehension with Domain-Specific Commonsense.

Aaron Traylor, Chen Chen, Behzad Golshan, Xiaolan Wang, Yuliang Li, Yoshihiko Suhara, Jinfeng Li, Çagatay Demiralp, Wang-Chiew Tan

CoRR, 2020

Towards Productionizing Subjective Search Systems.

Aaron Feng, Shuwei Chen, Yuliang Li, Hiroshi Matsuda, Hidekazu Tamaki, Wang-Chiew Tan

CoRR, 2020

ExtremeReader: An interactive explorer for customizable and explainable review summarization.

Xiaolan Wang, Yoshihiko Suhara, Natalie Nuno, Yuliang Li, Jinfeng Li, Nofar Carmeli, Stefanos Angelidis, Eser Kandogann, Wang-Chiew Tan

Proceedings of the Companion of The 2020 Web Conference 2020, 2020

Snippext: Semi-supervised Opinion Mining with Augmented Data.

Zhengjie Miao, Yuliang Li, Xiaolan Wang, Wang-Chiew Tan

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Teddy: A System for Interactive Review Analysis.

Xiong Zhang, Jonathan Engel, Sara Evensen, Yuliang Li, Çagatay Demiralp, Wang-Chiew Tan

Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

2019

Verification of Hierarchical Artifact Systems.

Alin Deutsch, Yuliang Li, Victor Vianu

ACM Trans. Database Syst., 2019

Subjective Databases.

Yuliang Li, Aaron Feng, Jinfeng Li, Saran Mumick, Alon Y. Halevy, Vivian Li, Wang-Chiew Tan

Proc. VLDB Endow., 2019

Voyageur: An Experiential Travel Search Engine.

Sara Evensen, Aaron Feng, Alon Y. Halevy, Jinfeng Li, Vivian Li, Yuliang Li, Huining Liu, George A. Mihaila, John Morales, Natalie Nuno, Ekaterina Pavlovic, Wang-Chiew Tan, Xiaolan Wang

Proceedings of the World Wide Web Conference, 2019

2018

Verification of Hierarchical Data-Driven Workflows.

Yuliang Li

PhD thesis, 2018

Automatic verification of database-centric systems.

Alin Deutsch, Richard Hull, Yuliang Li, Victor Vianu

ACM SIGLOG News, 2018

Empowering Business-Level Blockchain Users with a Rules Framework for Smart Contracts.

Tara Astigarraga, Xiaoyan Chen, Yaoliang Chen, Jingxiao Gu, Richard Hull, Limei Jiao, Yuliang Li, Petr Novotný

Proceedings of the Service-Oriented Computing - 16th International Conference, 2018

2017

VERIFAS: A Practical Verifier for Artifact Systems.

Yuliang Li, Alin Deutsch, Victor Vianu

Proc. VLDB Endow., 2017

A Spin-based Verifier for Artifact Systems.

Yuliang Li, Alin Deutsch, Victor Vianu

CoRR, 2017