관련 연구실
등급은 학회·저널 분류이며 연구실 순위가 아닙니다.
- SNU자연어처리·LLM
황승원LDI Lab
관련 논문 11편비중 15%연구 분야에 명시- 2026DuET: Dual Execution for Test Output Prediction with Generated Code and Pseudocode ACL Findings
- 2026R3-SQL: Ranking Reward and Resampling for Text-to-SQL ACL Findings
- 2026Replacing Training with Memory: Listwise Selection for Text-to-SQL EMNLP Findings
- Yonsei자연어처리·LLM
한요섭TOC Lab
관련 논문 8편비중 15%- 2026ContractEval: A Benchmark for Evaluating Contract-Satisfying Assertions in Code Generation ACL Findings
- 2026EnCur: Curriculum-Based In-Context Learning with Structural Encoding for Code Time Complexity Prediction Expert Systems with Applications
- 2026Marking Code Without Breaking It: Code Watermarking for Detecting LLM-Generated Code EACL Findings
- POSTECH머신러닝
김동우, 옥정슬, 박상돈, 박은혁ML Lab
관련 논문 4편비중 3%- 2026Ensuring Functional Correctness of Large Code Models with Selective Generation ICML
- 2026Long Live the Librarian! A Persistent Search Sub-Agent for Energy-Efficient Multi-Agent Software Engineering Systems EMNLP
- 2026PaT: Planning-after-Trial for Efficient Test-Time Code Generation ACL
- KAIST자연어처리·LLM
오혜연U&I Lab
관련 논문 5편비중 6%- 2026OLA: Output Language Alignment in Code-Switched LLM Interactions ACL
- 2026Gradual Code-Switching as Inference-Time Cross-Lingual Representational Alignment for LLMs COLM
- 2025Code-Switching Red-Teaming: LLM Evaluation for Safety and Multilingual Understanding ACL
- Yonsei자연어처리·LLM
이동하DLI Lab
관련 논문 4편비중 7%- 2025Can Code-Switched Texts Activate a Knowledge Switch in LLMs? A Case Study on English-Korean Code-Switching EMNLP Findings
- 2025How Diversely Can Language Models Solve Problems? Exploring the Algorithmic Diversity of Model-Generated Code EMNLP Findings
- 2024Eliciting Instruction-tuned Code Language Models' Capabilities to Utilize Auxiliary Function for Code Generation EMNLP Findings
- KU자연어처리·LLM
임희석NLP&AI Lab
관련 논문 3편비중 3%- 2026Code Redteaming: Probing Ethical Sensitivity of LLMs Through Natural Language Embedded in Code
- 2025Metric Calculating Benchmark: Code-Verifiable Complicate Instruction Following Benchmark for Large Language Models EMNLP
- 2025MIGRATE: Cross-Lingual Adaptation of Domain-Specific LLMs through Code-Switching and Embedding Transfer COLING
- KAIST컴퓨터 비전
주재걸DAVIAN Lab
관련 논문 3편비중 2%- 2026From Unverifiable Domain Text to Cross-Lingual RLVR via Code-Switched Task Synthesis EMNLP
- 2026Unveiling Sentiment Representations in Code-LLMs EMNLP
- 2023Cracking the Code of Negative Transfer: A Cooperative Game Theoretic Approach for Cross-Domain Sequential Recommendation CIKM
- KAIST머신러닝
황성주MLAI Lab
관련 논문 3편비중 3%- 2026Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning ICLR
- 2025Distilling LLM Agent into Small Models with Retrieval and Code Tools NeurIPS
- 2024Rethinking Code Refinement: Learning to Judge Code Efficiency EMNLP
- SNU머신러닝
이정우CML Lab
관련 논문 2편비중 4%- 2026Function-Level Execution Feedback for Code Preference Optimization EMNLP
- 2026Binary integer programming for optimizing ebit cost in distributed quantum circuits with fixed module allocation Quantum Information Processing
- Yonsei자연어처리·LLM
김재형ML3 Lab
관련 논문 2편비중 4%- 2026A11YN: Aligning LLMs for Accessible Web UI Code Generation COLM
- 2025Alternative Mixed Integer Linear Programming Optimization for Joint Job Scheduling and Data Allocation in Grid Computing Future Generation Computer Systems
- SNU자연어처리·LLM
정교민MI Lab
관련 논문 2편비중 3%- 2026Don't Judge Code by Its Cover: Exploring Biases in LLM Judges for Code Evaluation EACL Findings
- 2025Program Synthesis via Test-Time Transduction NeurIPS
- KAIST머신러닝
윤세영OSI Lab
관련 논문 2편비중 1%- 2026Generative Visual Code Mobile World Models ICML
- 2025Code-Switching Red-Teaming: LLM Evaluation for Safety and Multilingual Understanding ACL
- Yonsei자연어처리·LLM
여진영Language & AGI Lab
관련 논문 2편비중 4%- 2025Can Code-Switched Texts Activate a Knowledge Switch in LLMs? A Case Study on English-Korean Code-Switching EMNLP Findings
- 2024COFFEE-GYM: An Environment for Evaluating and Improving Natural Language Feedback on Erroneous Code EMNLP
- KAIST머신러닝
정송
관련 논문 1편비중 8%- 2026Joint Security–Energy–Latency Optimization for Code Offloading in LEO Satellite Networks with Mixed Security Requirements IEEE Transactions on Communications
- SNU인간-AI 상호작용
권가진CC Lab
관련 논문 1편비중 5%- 2026Deriving Instructional Insights from Human–LLM Co-Evaluation of Student Collaboration in Data-Centric Programming SIGCSE Technical Symposium
- KAIST데이터 마이닝
황지영Big Data Intelligence Lab
관련 논문 1편비중 5%- 2026Ask KG Agent: A Multi-Agent Framework for Code Localization Using Code and Knowledge Graphs NeurIPS
- POSTECH머신러닝
박상돈Trustworthy ML Lab
관련 논문 1편비중 5%- 2026Towards Functional Correctness of Large Code Models with Selective Generation ICML
- Yonsei로보틱스
이용현RoPhi Lab
관련 논문 1편비중 5%- 2026Hierarchical Reactive Grasping via Task-Space Velocity Fields and Joint-Space Quadratic Programming ICRA
- KAIST컴퓨터 비전
노용만IVY Lab
관련 논문 2편비중 3%- 2024CODE: Contrasting Self-generated Description to Combat Hallucination in Large Multi-modal Models NeurIPS
- 2024Text-driven Talking Face Synthesis by Reprogramming Audio-driven Models ICASSP
- KU머신러닝
이병준Decision Making Lab
관련 논문 1편비중 3%- 2026Neural MCTS with LLM Guidance for Effective Program Synthesis on Abstraction and Reasoning Corpus Machine Learning
- SNU데이터 마이닝
강유Data Mining Lab
관련 논문 1편비중 2%- 2026ResCode: Accurate Expert Compression of Sparse MoE Models via Residual-code Restoration EMNLP
- SNU머신러닝
문태섭M.IN.D Lab
관련 논문 1편비중 2%- 2026Who Will Become the Next Senior?: How Generative AI Erodes the Development Pathway in Software Engineering AIES
- SNU인간-AI 상호작용
서봉원Human Centered Computing Lab
관련 논문 1편비중 2%- 2026CodeVoyager: Integrating Interactive Visual Aids with LLMs for Code Comprehension IUI
- SNU인간-AI 상호작용
서진욱Human-Computer Interaction Lab
관련 논문 1편비중 2%- 2026DirectVis: Editing Code-Based Interactive Visualization with Direct Manipulation PacificVis
- KAIST인간-AI 상호작용
김주호KIXLAB
관련 논문 2편비중 2%- 2024CodeTree: A System for Learnersourcing Subgoal Hierarchies in Code Examples CSCW
- 2024Teach AI How to Code: Using Large Language Models as Teachable Agents for Programming Education CHI
- Yonsei데이터 마이닝
박상현DELAB
관련 논문 1편비중 2%- 2026LitE-SQL: A Lightweight and Efficient Text-to-SQL Framework with Vector-based Schema Linking and Execution-Guided Self-Correction EACL
- SNU자연어처리·LLM
유영재PI Lab
관련 논문 1편비중 1%- 2026A11YN: aligning LLMs for accessible web UI code generation COLM
- SNU머신러닝
윤성로AI Lab
관련 논문 1편비중 1%- 2026Phrase-Localized Language-Contrastive Guidance: Training-Free Localized Accent Control for Code-Switching Text-to-Speech EMNLP
- SNU컴퓨터 비전
이경무, 한보형CV Lab
관련 논문 1편비중 1%- 2026PrintAnything: Learning Geometric Plan Map for 3D Printing G-code Generation from Unoriented Point Clouds ECCV
- SNU머신러닝
양인순LDS Lab
관련 논문 2편비중 7%- 2023Distributionally robust risk map for learning-based motion planning and control: A semidefinite programming approach IEEE T-RO
- 2023Distributionally robust differential dynamic programming with Wasserstein distance IEEE Control Systems Letters
- SNU자연어처리·LLM
이상구IDS Lab
관련 논문 1편비중 6%- 2025SEED: Enhancing Text-to-SQL Performance and Practical Usability Through Automatic Evidence Generation ICDE
- SNUAI 시스템
하순회IRIS/CAPLAB
관련 논문 1편비중 6%- 2025A Framework for Multi-Robot Programming: From High-Level Specification to Retargetable Deployment ACM Transactions on Embedded Computing Systems
- KAISTAI 시스템
한동수INA Lab
관련 논문 1편비중 4%- 2025SAND: A New Programming Abstraction for Video-based Deep Learning SOSP
- SNUAI 시스템
전동석MMS Lab
관련 논문 1편비중 3%- 2025An 83.16-TOPS/W Voltage-Scalable Time-Domain CNN Accelerator with Full-Swing Delay Cell and Gray-Code TDC in 28-nm CMOS CICC
- SNU자연어처리·LLM
조요한
관련 논문 1편비중 2%- 2025Knowledge Tracing in Programming Education Integrating Students' Questions ACL
- POSTECH자연어처리·LLM
이근배, 김형훈NLP Lab
관련 논문 1편비중 1%- 2025Self-Correcting Code Generation Using Small Language Models EMNLP Findings
- KUAI for Science
석흥일Machine Intelligence Lab
관련 논문 1편비중 2%- 2025ExpertDiff: Head-less Model Reprogramming with Diffusion Classifiers for Out-of-Distribution Generalization IJCAI
- SNU컴퓨터 비전
김건희Vision & Learning Lab
관련 논문 1편비중 2%- 2024Who Wrote this Code? Watermarking for Code Generation ACL
- SNU로보틱스
조규진Biorobotics Lab
관련 논문 1편비중 3%- 20243D printing with a 3D printed digital material filament for programming functional gradients Nature Communications
- KAIST머신러닝
이상완AI Brain Lab
관련 논문 1편비중 2%- 2024Robust and efficient grid code transformation for rapid task transfer COSYNE
- KAISTAI for Science
최윤재
관련 논문 1편비중 2%- 2024EHR-SeqSQL: A Sequential Text-to-SQL Dataset For Interactively Exploring Electronic Health Records ACL Findings
- KU머신러닝
이창희AIX
관련 논문 1편비중 3%- 2024BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR IEEE Access
- SNUAI 시스템
성효진CODE Lab
관련 논문 1편비중 8%- 2023XLA-NDP: Efficient Scheduling and Code Generation for DL Model Training on Near-Data Processing Memory IEEE Computer Architecture Letters
- SNU머신러닝
송현오Machine Learning Lab
관련 논문 1편비중 6%- 2023Efficient Latency-Aware CNN Depth Compression via Two-Stage Dynamic Programming ICML
- SNU자연어처리·LLM
도재영AIDAS Lab
관련 논문 1편비중 3%- 2023Extending and programming the NVMe I/O determinism interface for Flash Arrays ACM Transactions on Storage