Seung-won Hwang
Scholar

Seung-won Hwang

Google Scholar ID: 63bBmc3mYrAC
Seoul National University
language/data understanding
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
2,574
 
H-index
26
 
i10-index
69
 
Publications
20
 
Co-authors
0
 
Contact
GitHubOpen ↗
Publications
33 items
SpenseGPT: Practical One-shot Pruning Enabling Sparse and Dense GEMMs for LLM Inference
2026
Cited
0
Bootstrapping Semantic Layer from Execution for Text-to-SQL
2026
Cited
0
Inference-Free Multimodal Learned Sparse Retrieval for Production-Scale Visual Document Search
2026
Cited
0
R$^3$-SQL: Ranking Reward and Resampling for Text-to-SQL
2026
Cited
0
UnIte: Uncertainty-based Iterative Document Sampling for Domain Adaptation in Information Retrieval
2026
Cited
0
Benchmarking Testing in Automated Theorem Proving
2026
Cited
0
DuET: Dual Execution for Test Output Prediction with Generated Code and Pseudocode
2026
Cited
0
SAFE: Stepwise Atomic Feedback for Error correction in Multi-hop Reasoning
2026
Cited
0
Resume (English only)
Research Experience
  • Professor, Seoul National University (2021–present)
  • Professor, Yonsei University (2015–2021)
  • Tenured Associate Professor, POSTECH (2005–2015)
  • Visiting Researcher, Microsoft Research (Sep 2012–Aug 2013)
  • Research Intern, Microsoft Research (Summer 2003, 2004)
  • Research Intern, Berkeley National Lab (Summer 2000, 2002)
Co-authors
0 total
Co-authors: 0 (list not available)