Shengmin Piao

According to our database, Shengmin Piao authored at least 6 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

LitE-SQL: A Lightweight and Efficient Text-to-SQL Framework with Vector-based Schema Linking and Execution-Guided Self-Correction.

Shengmin Piao, Jieun Lee, Sanghyun Park

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2026, 2026

2025

SpiralThinker: Latent Reasoning through an Iterative Process with Text-Latent Interleaving.

Shengmin Piao, Sanghyun Park

CoRR, November, 2025

TinyThinker: Distilling Reasoning through Coarse-to-Fine Knowledge Internalization with Self-Reflection.

Shengmin Piao, Sanghyun Park

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Efficient Approximate Nearest Neighbor Search via Data-Adaptive Parameter Adjustment in Hierarchical Navigable Small Graphs.

Huijun Jin, Jieun Lee, Shengmin Piao, Sangmin Seo, Sein Kwon, Sanghyun Park

Proceedings of the Design, Automation & Test in Europe Conference, 2025

2023

SELF-EdiT: Structure-constrained molecular optimisation using SELFIES editing transformer.

Shengmin Piao, Jonghwan Choi, Sangmin Seo, Sanghyun Park

Appl. Intell., November, 2023

ReBADD-SE: Multi-objective molecular optimisation using SELFIES fragment and off-policy self-critical sequence training.

Jonghwan Choi, Sangmin Seo, Seungyeon Choi, Shengmin Piao, Chihyun Park, Sung Jin Ryu, Byung Ju Kim, Sanghyun Park

Comput. Biol. Medicine, May, 2023