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- 2026
[c3]Shengmin Piao, Jieun Lee, Sanghyun Park:
LitE-SQL: A Lightweight and Efficient Text-to-SQL Framework with Vector-based Schema Linking and Execution-Guided Self-Correction. EACL (Findings) 2026: 3593-3608- [i4]Shengmin Piao, Sanghyun Park:
GeneralThinker: Domain-General Reasoning through Likelihood-Guided Answer-Conditioned Optimization. CoRR abs/2605.27934 (2026) - 2025
- [c2]Huijun Jin, Jieun Lee, Shengmin Piao, Sangmin Seo, Sein Kwon, Sanghyun Park:
Efficient Approximate Nearest Neighbor Search via Data-Adaptive Parameter Adjustment in Hierarchical Navigable Small Graphs. DATE 2025: 1-7 - [c1]Shengmin Piao
, Sanghyun Park:
TinyThinker: Distilling Reasoning through Coarse-to-Fine Knowledge Internalization with Self-Reflection. NAACL (Long Papers) 2025: 6069-6087 - [i3]Shengmin Piao, Jieun Lee, Sanghyun Park:
LitE-SQL: A Lightweight and Efficient Text-to-SQL Framework with Vector-based Schema Linking and Execution-Guided Self-Correction. CoRR abs/2510.09014 (2025) - [i2]Shengmin Piao, Sanghyun Park:
SpiralThinker: Latent Reasoning through an Iterative Process with Text-Latent Interleaving. CoRR abs/2511.08983 (2025) - 2024
- [i1]Shengmin Piao, Sanghyun Park:
TinyThinker: Distilling Reasoning through Coarse-to-Fine Knowledge Internalization with Self-Reflection. CoRR abs/2412.08024 (2024) - 2023
- [j2]Shengmin Piao, Jonghwan Choi, Sangmin Seo, Sanghyun Park:
SELF-EdiT: Structure-constrained molecular optimisation using SELFIES editing transformer. Appl. Intell. 53(21): 25868-25880 (2023) - [j1]Jonghwan Choi, Sangmin Seo, Seungyeon Choi, Shengmin Piao, Chihyun Park, Sung Jin Ryu, Byung Ju Kim, Sanghyun Park:
ReBADD-SE: Multi-objective molecular optimisation using SELFIES fragment and off-policy self-critical sequence training. Comput. Biol. Medicine 157: 106721 (2023)
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