Yuyang Dong

According to our database1, Yuyang Dong authored at least 22 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

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Bibliography

2024
Large Language Models as Data Preprocessors.
Proceedings of Workshops at the 50th International Conference on Very Large Data Bases, 2024

Jellyfish: Instruction-Tuning Local Large Language Models for Data Preprocessing.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

On the Use of Large Language Models for Table Tasks.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023
DeepJoin: Joinable Table Discovery with Pre-trained Language Models.
Proc. VLDB Endow., 2023

Jellyfish: A Large Language Model for Data Preprocessing.
CoRR, 2023

QA-Matcher: Unsupervised Entity Matching Using a Question Answering Model.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

CAGAIN: Column Attention Generative Adversarial Imputation Networks.
Proceedings of the Database and Expert Systems Applications, 2023

2022
Table Enrichment System for Machine Learning.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

2021
Continuous top-k spatial-keyword search on dynamic objects.
VLDB J., 2021

Quality Control for Hierarchical Classification with Incomplete Annotations.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

Efficient Joinable Table Discovery in Data Lakes: A High-Dimensional Similarity-Based Approach.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

2020
NGNC: A Flexible and Efficient Framework for Error-Tolerant Query Autocompletion.
Proceedings of the Software Foundations for Data Interoperability and Large Scale Graph Data Analytics, 2020

Learning with Unsure Responses.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Continuous Search on Dynamic Spatial Keyword Objects.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Balanced Nearest Neighborhood Query in Spatial Database.
Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2019

2018
Weighted Aggregate Reverse Rank Queries.
ACM Trans. Spatial Algorithms Syst., 2018

Bound-and-Filter Framework for Aggregate Reverse Rank Queries.
Trans. Large Scale Data Knowl. Centered Syst., 2018

Efficient Methods for Aggregate Reverse Rank Queries.
IEICE Trans. Inf. Syst., 2018

2017
Grid-Index Algorithm for Reverse Rank Queries.
Proceedings of the 20th International Conference on Extending Database Technology, 2017

Efficient Processing of Aggregate Reverse Rank Queries.
Proceedings of the Database and Expert Systems Applications, 2017

2016
Aggregate Reverse Rank Queries.
Proceedings of the Database and Expert Systems Applications, 2016

2005
Short wavelength infrared images for indigenous coke-making sites monitoring in China.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005


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