Mengyi Yan

According to our database, Mengyi Yan authored at least 9 papers between 2017 and 2025.

Collaborative distances:

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

2025

Towards uncertainty-calibrated structural data enrichment with large language model for few-shot entity resolution.

Mengyi Yan, Yaoshu Wang, Xiaohan Jiang, Haoyi Zhou, Jianxin Li

Frontiers Comput. Sci., November, 2025

2024

GIDCL: A Graph-Enhanced Interpretable Data Cleaning Framework with Large Language Models.

Mengyi Yan, Yaoshu Wang, Yue Wang, Xiaoye Miao, Jianxin Li

Proc. ACM Manag. Data, December, 2024

Enriching Relations with Additional Attributes for ER.

Mengyi Yan, Wenfei Fan, Yaoshu Wang, Min Xie

Proc. VLDB Endow., July, 2024

Efficient Mixture of Experts based on Large Language Models for Low-Resource Data Preprocessing.

Mengyi Yan, Yaoshu Wang, Kehan Pang, Min Xie, Jianxin Li

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

A Retrieval-Augmented Framework for Tabular Interpretation with Large Language Model.

Mengyi Yan, Weilong Ren, Yaoshu Wang, Jianxin Li

Proceedings of the Database Systems for Advanced Applications, 2024

Unsupervised Domain Adaptation for Entity Blocking Leveraging Large Language Models.

Yaoshu Wang, Mengyi Yan

Proceedings of the IEEE International Conference on Big Data, 2024

2023

Splitting Tuples of Mismatched Entities.

Wenfei Fan, Ziyan Han, Weilong Ren, Ding Wang, Yaoshu Wang, Min Xie, Mengyi Yan

Proc. ACM Manag. Data, December, 2023

Expanding the prediction capacity in long sequence time-series forecasting.

Haoyi Zhou, Jianxin Li, Shanghang Zhang, Shuai Zhang, Mengyi Yan, Hui Xiong

Artif. Intell., May, 2023

2017

Stacked Kernel Network.

Shuai Zhang, Jianxin Li, Pengtao Xie, Yingchun Zhang, Minglai Shao, Haoyi Zhou, Mengyi Yan

CoRR, 2017