🧑‍🔬 Shengmin Piao

🏛️ Affiliations

🎓Yonsei UniversitySeoul · South Korea2022–2026 · 13 paperscurrent

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine.

🧭 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. LitE-SQL: A Lightweight and Efficient Text-to-SQL Framework with Vector-based Schema Linking and Execution-Guided Self-Correction (2026 · 3 citations)
   Text-to-SQL systems turn natural-language questions into database queries. Most strong systems now depend on large proprietary LLMs, which makes them costly to run and risky when data must stay private. LitE-SQL offers a compact two-part pipeline instead.
2. SpiralThinker: Latent Reasoning through an Iterative Process with Text–Latent Interleaving (2026 · 1 citation)
   SpiralThinker is a method for latent reasoning, where a language model reasons inside its hidden representations instead of writing out every step as text.

🤝 Co-authors here

1 co-author with a page, the most papers together first.

• Sanghyun Park ×2

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

• Findings of the Association for Computational Linguistics ×2: Findings of the Association for Computational Linguistics 2026 ×2

Updated 31 October 2026

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