Denghui Zhang
Scholar

Denghui Zhang

Google Scholar ID: QoovOGcAAAAJ
Assistant Professor, Stevens Institute of Technology
Data MiningLanguage ModelsLLMs and CopyrightKnowledge Graph ReasoningRepresentation Learning
Citations & Impact
All-time
Citations
752
 
H-index
13
 
i10-index
15
 
Publications
20
 
Co-authors
14
list available
Resume (English only)
Academic Achievements
  • Published in top venues such as IEEE TKDE, IEEE BigData, NeurIPS, KDD, EMNLP, AAAI, IJCAI, SIGIR, ICDM, CIKM, etc. Some working papers are under review at UTD and FT50 journals. Won the Best Student Paper Award at ICIS 2023.
Research Experience
  • Works as an Assistant Professor at Stevens Institute of Technology and is affiliated with the Stevens Institute for Artificial Intelligence (SIAI) and the Center for Research Toward Advancing Financial Technologies (CRAFT).
Education
  • Received a Ph.D. from Rutgers University, where he was fortunate to work with Dr. Hui Xiong.
Background
  • Currently an Assistant Professor at Stevens Institute of Technology. Research interests include: understanding LLM mechanisms for trustworthiness, enhancing fundamental reasoning via reinforcement learning, and broadening applications & domain adaptation.
Miscellany
  • Looking for highly motivated, hard-working Ph.D. students and RAs to work on data science and interdisciplinary trustworthy GenAI.