yumeng5.github.io - About Me - Yu Meng

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Ph.D. Student @ UIUC

I am a Ph.D. student in Prof. Jiawei Han ’s Data Mining Group ( DMG ) at University of Illinois Urbana-Champaign (UIUC). I obtained my M.S. degree and B.S. degree also at UIUC, in Computer Science and Computer Engineering respectively.

I am especially passionate about developing self-supervised, unsupervised and weakly-supervised (i.e., leveraging minimal human supervision) text mining techniques for organizing and exploring text data. As such, I work at the intersection of data mining, natural language processing and applied machine learning. In the past, I have worked on text representation learning ( ICLR’22 , NeurIPS’21 , NeurIPS’19 ), few-shot and zero-shot learning ( ICML’23 , NeurIPS’22 ), topic discovery ( WWW’22 , KDD’20 , WWW’20

Links to yumeng5.github.io (1)