π Publications
Conferences
- PRO-HNSW: Proactive Repair and Optimization for High-Performance Dynamic HNSW Indexes. Huijun Jin*, Jieun Lee, Shengmin Piao, Sangmin Seo, and Sanghyun Park. (ICDE 2026)
- LatentTune: Efficient Tuning of High Dimensional Database Parameters via Latent Representation Learning. Sein Kwon*, Youngwan Jo, Seungyeon Choi, Jieun Lee, Huijun Jin, Sanghyun Park. (HiPC 2025)
- Efficient Approximate Nearest Neighbor Search via Data-AdaptiveParameter Adjustment in Hierarchical Navigable Small Graphs. Huijun Jin*, Jieun Lee, Shengmin Piao, Sangmin Seo, Sein Kwon, and Sanghyun Park. (DATE 2025) π
- Towards Workload-Specific Configuration Tuning via Meta-Learning for RocksDB. Chanho Yeom*, Jieun Lee*, Sangmin Seo, and Sanghyun Park. (SMC 2024) π
- RTune: a RocksDB tuning system with deep genetic algorithm. Huijun Jin*, Jieun Lee, and Sanghyun Park. (GECCO 2022) π
Journals
- An Efficient and Noise-Robust Framework for High-Dimensional Tuning in Big Data Analytics. Jieun Lee*, Sangmin Seo, Chanho Yeom, Huijun Jin, Sein Kwon, Sanghyun Park. Engineering Applications of Artificial Intelligence, 2025 π
- Exploring the potential of compoundβprotein complex structure-free models in virtual screening using BlendNet. Sangmin Seo*, Hwanhee Kim, Jieun Lee, Seungyeon Choi, and Sanghyun Park. Briefings in Bioinformatics, 2025 π
- Pseq2Sites: Enhancing protein sequence-based ligand binding-site prediction accuracy via the deep convolutional network and attention mechanism. Sangmin Seo*, Jonghwan Choi, Seungyeon Choi, Jieun Lee, Chihyun Park, and Sanghyun Park. Engineering Applications of Artificial Intelligence, 2024 π
- K2vTune: A workload-aware configuration tuning for RocksDB. Jieun Lee*, Sangmin Seo, Jonghwan Choi, and Sanghyun Park. Information Processing & Management, 2024 π
Preprints
- LitE-SQL: A Lightweight and Efficient Text-to-SQL Framework with Vector-based Schema Linking and Execution-Guided Self-Correction. Shengmin Piao*, Jieun Lee*, and Sanghyun Park. ArXiv, 2025 π
π Domestic Publications
Conferences
- DPPML: λ©νλ¬λμ νμ©ν λ°μ΄ν°λ² μ΄μ€ μ±λ₯ μμΈ‘. μΌμ°¬νΈ*, μ΄μ§μ, λ°μν. (KCC 2022)
- OANet: λ°μ΄ν°λ² μ΄μ€ μ±λ₯ μμΈ‘μ μν Ortho Attention Net. μΌμ°¬νΈ*, μ΄μ§μ, μμ£Όμ°, λ°μν. (KSC 2021)
- λΉμ ν κΈ°κ³νμ΅ κΈ°λ°μ Redis νλΌλ―Έν° νλ μ°κ΅¬. μμ£Όμ°*, μ΄μ§μ, κΉκ²½ν, λ°μν. (KCC 2021)
- Transformer λ₯Ό μ΄μ©ν μ΄λ―Έμ§ μΊ‘μ μμ±. μ΄μ§μ*, λ°μ§μ±, λ°μ°¬ν¬, νμ μ, λ°μν. (KSC2019)
- μκ³μ΄ λ°μ΄ν°μ μ₯λ¨κΈ° λͺ¨λΈλ§μ ν΅ν μ λ ₯ μμ μμΈ‘ κΈ°λ². λ°μ°¬ν¬*, μ‘°λ―Όμ, λ°μ§μ±, λ Ένμ°¬, μ΄μ§μ, λ°μν. (KCC 2019)
Journals
- μΈκ³΅μ§λ₯ μ±λ΄μ μν κ²μ μ¦κ° μμ± λ° λ²‘ν° λ°μ΄ν°λ² μ΄μ€ μ΅μ ν μ°κ΅¬ λν₯. κΉνκ΅°*, μ΄μ§μ, λ°μν. μ 보과ννμ§, 2024
- OANet: λ°μ΄ν°λ² μ΄μ€ μ±λ₯ μμΈ‘μ μν μ£Όμκ΄μ¬ λ©μ»€λμ¦ κΈ°λ° Ortho-Attention Net. μΌμ°¬νΈ*, μ΄μ§μ, λ°μν. μ 보과ννλ Όλ¬Έμ§, 2022 π
- Redis μ±λ₯ ν₯μμ μν λΉμ ν κΈ°κ³νμ΅ κΈ°λ°μ νλΌλ―Έν° νλ μ°κ΅¬. μμ£Όμ°*, μ΄μ§μ, κΉκ²½ν, λ°μν. μ 보과νν μ»΄ν¨ν μ μ€μ λ Όλ¬Έμ§, 2022 π
- SMERT: κ°μ± λΆμ λ° κ°μ νμ§λ₯Ό μν λ¨μΌ μ μΆλ ₯ λ©ν° λͺ¨λ¬ BERT. κΉκ²½ν*, λ°μ§μ±, μ΄μ§μ, λ°μν. μ 보과ννλ Όλ¬Έμ§, 2021 π
- μ°μμ μΈ μκ³μ΄ μμΈ‘μ μν λλ Έμ΄μ§ λ€λ³λ μκ³μ΄ λͺ¨λΈλ§. νμ μ*, λ°μ§μ±, μ΄μ§μ, κΉκ²½ν, νμΉκ· , λ°μν. μ 보과ννλ Όλ¬Έμ§, 2021 π
- μ΄λ―Έμ§ μΊ‘μ μμ±μ μν λ€μ€ κ΄μ μ κ°μ§ μκ° κ΅μ΄ νΈλμ€ν¬λ¨Έ. μ΄μ§μ*, λ°μ§μ±, λ°μν. μ 보과ννλ Όλ¬Έμ§, 2021 π