Stacked Kernel Network. - Shuai Zhang 026; Jianxin Li 002; Pengtao Xie; Yingchun Zhang; Minglai Shao 001; Haoyi Zhou; Mengyi Yan (CoRR, 2017)

Expanding the prediction capacity in long sequence time-series forecasting. - Haoyi Zhou; Jianxin Li 002; Shanghang Zhang; Shuai Zhang 026; Mengyi Yan; Hui Xiong 001 (Artif. Intell., 2023)

Splitting Tuples of Mismatched Entities. - Wenfei Fan; Ziyan Han; Weilong Ren 002; Ding Wang; Yaoshu Wang; Min Xie; Mengyi Yan (Proc. ACM Manag. Data, 2023)

Unsupervised Domain Adaptation for Entity Blocking Leveraging Large Language Models. - Yaoshu Wang; Mengyi Yan (IEEE Big Data, 2024)

A Retrieval-Augmented Framework for Tabular Interpretation with Large Language Model. - Mengyi Yan; Weilong Ren 002; Yaoshu Wang; Jianxin Li (DASFAA (2), 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 002 (KDD, 2024)

Enriching Relations with Additional Attributes for ER. - Mengyi Yan; Wenfei Fan; Yaoshu Wang; Min Xie (Proc. VLDB Endow., 2024)

GIDCL: A Graph-Enhanced Interpretable Data Cleaning Framework with Large Language Models. - Mengyi Yan; Yaoshu Wang; Yue Wang 012; Xiaoye Miao; Jianxin Li 002 (Proc. ACM Manag. Data, 2024)

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 002 (Frontiers Comput. Sci., 2025)