Seung-won Hwang
Scholar

Seung-won Hwang

Google Scholar ID: 63bBmc3mYrAC
Seoul National University
language/data understanding
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Citations & Impact
All-time
Citations
2,574
 
H-index
26
 
i10-index
69
 
Publications
20
 
Co-authors
0
 
Contact
GitHubOpen ↗
Publications
38 items
ANI: Adaptive Numerical Injection for Unifying Semantic and Arithmetic Representations in Numerical Reasoning
2026
Cited
0
Replacing Training with Memory: Listwise Selection for Text-to-SQL
2026
Cited
0
ArcticSwarm: Deferring Early Consensus in Long-Horizon Multi-Agent Research
2026
Cited
0
SHADOWBENCH: Toward Reliable Automatic Evaluation of Semantic Alignment in Autoformalization
2026
Cited
0
TaskPress: Query-Agnostic KV Cache Compression via Task-Guided Pruning
2026
Cited
0
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
Resume
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)