Liancheng Fang
Scholar

Liancheng Fang

Google Scholar ID: wCJgsCAAAAAJ
University of Illinois Chicago
Generative model
Citations & Impact
All-time
Citations
90
 
H-index
6
 
i10-index
3
 
Publications
13
 
Co-authors
6
list available
Resume (English only)
Academic Achievements
  • A Survey on Parallel Text Generation: From Parallel Decoding to Diffusion Language Models, Arxiv 2025
  • MUSE: Model-Agnostic Tabular Watermarking via Multi-Sample Selection, Arxiv 2025
  • TabGen-ICL: Residual-Aware In-Context Example Selection for Tabular Data Generation, ACL 2025 (Findings)
  • TabNAT: A Continuous-Discrete Joint Generative Framework for Tabular Data, ICML 2025
  • Can Watermarked LLMs be Identified by Users via Crafted Prompts?, ICLR 2025
  • DiffPuter: Empowering Diffusion Models for Missing Data Imputation, ICLR 2025 Spotlight
Research Experience
  • Was a research intern at Bosch Center for Artificial Intelligence.
Background
  • Research interests include tabular generative models, LLM reasoning, and watermarking, with a recent focus on Diffusion Large Language Models.
Miscellany
  • Preferred way of being contacted: lfang87 AT uic DOT edu