Jeongyeon Hwang
Scholar

Jeongyeon Hwang

Google Scholar ID: hWf-i20AAAAJ
Ph.D student at POSTECH
Machine Learning
Citations & Impact
All-time
Citations
16
 
H-index
2
 
i10-index
1
 
Publications
4
 
Co-authors
0
 
Resume
Academic Achievements
  • Two papers accepted by EMNLP 2025 (Main) and EMNLP 2025 (Findings).
Research Experience
  • Beginning a research visit at NYU (September–December 2025). Reviewer for ICML 2025.
Education
  • 3rd year integrated M.S./Ph.D. student in the Machine Learning Lab at POSTECH, advised by Jungseul Ok.
Background
  • Research focuses on making ML/NLP frameworks more reliable in real-world scenarios. Works on large language models (LLMs) and retrieval-augmented generation (RAG), addressing data-borne threats such as malicious inputs, corrupted training data, and LLM misuse (e.g., fake content or cheating). Recently, especially interested in LLM watermarking for detecting LLM-generated content.
Miscellany
  • Always open to discussion and collaboration.