주제로 연구실 찾기

1. KU·자연어처리·LLM

   임희석NLP&AI Lab

   관련도관련 논문 18편비중 19%연구 분야에 명시
   • 2026CLEAR: Cross-Lingual Enhancement in Retrieval via Reverse-trainingACL
   • 2026Improving Semantic Proximity in English-Centric Information Retrieval through Cross-Lingual AlignmentICLR
   • 2026LangSAE Editing: Improving Multilingual Information Retrieval via Post-hoc Language Identity RemovalACL
2. KAIST·자연어처리·LLM

   오혜연U&I Lab

   관련도관련 논문 9편비중 11%
   • 2026BabyBabelLM: A Multilingual Benchmark of Developmentally Plausible Training DataEACL
   • 2026Gradual Code-Switching as Inference-Time Cross-Lingual Representational Alignment for LLMsCOLM
   • 2025Code-Switching Red-Teaming: LLM Evaluation for Safety and Multilingual UnderstandingACL
3. KAIST·자연어처리·LLM

   임경태MLP Lab

   관련도관련 논문 5편비중 13%
   • 2026Distribution-aware Language Neuron Identification in Multilingual Large Language ModelsEMNLP
   • 2026ELO: Efficient Layer-Specific Optimization for Continual Pretraining of Multilingual LLMsEACL
   • 2026Which Language Should a Skeleton Speak? Language Choices in Multilingual ReasoningEMNLP Findings
4. SNU·자연어처리·LLM

   황승원LDI Lab

   관련도관련 논문 8편비중 11%
   • 2026Localizing Cross-Lingual Generalization in Parameter SpaceEMNLP
   • 2025PROM: Pivoted and Regulated Optimization for Multilingual Instruction LearningNAACL
   • 2024Script-mix: Mixing Scripts for Low-resource Language ParsingNAACL
5. KAIST·컴퓨터 비전

   주재걸DAVIAN Lab

   관련도관련 논문 8편비중 6%
   • 2026From Unverifiable Domain Text to Cross-Lingual RLVR via Code-Switched Task SynthesisEMNLP
   • 2025Exploring In-context Example Generation for Machine TranslationACL Findings
   • 2024Expression Domain Translation Network for Cross-domain Head ReenactmentICASSP
6. SNU·자연어처리·LLM

   유영재PI Lab

   관련도관련 논문 5편비중 5%
   • 2026Pushing on Multilingual Reasoning Models with Language-Mixed Chain-of-ThoughtICLR
   • 2026Right at My Level: A Unified Multilingual Framework for Proficiency-Aware Text SimplificationACL
   • 2025MAVL: A Multilingual Audio-Video Lyrics Dataset for Animated Song TranslationEMNLP
7. POSTECH·자연어처리·LLM

   이근배, 김형훈NLP Lab

   관련도관련 논문 7편비중 9%
   • 2026Why Do Multilingual Reasoning Gaps Emerge in Reasoning Language Models?ACL Findings
   • 2025A Domain-Specific Multilingual Speech Translation Corpus via Simultaneous InterpretationICASSP
   • 2024Cross-lingual Back-Parsing: Utterance Synthesis from Meaning Representation for Zero-Resource Semantic ParsingEMNLP
8. KAIST·음성·오디오

   정준선Multimodal AI Lab

   관련도관련 논문 6편비중 7%
   • 2025Lost in Translation, Found in Context: Sign Language Translation with Contextual CuesCVPR
   • 2025MAVFlow: Preserving Paralinguistic Elements with Conditional Flow Matching for Zero-Shot AV2AV Multilingual TranslationICCV
   • 2025CrossSpeech++: Cross-lingual Speech Synthesis with Decoupled Language and Speaker GenerationIEEE TASLP
9. KAIST·컴퓨터 비전

   노용만IVY Lab

   관련도관련 논문 6편비중 8%
   • 2026TMT: Tri-Modal Translation between Speech, Image, and Text by Processing Different Modalities as Different LanguagesIEEE TMM
   • 2024AV2AV: Direct Audio-Visual Speech to Audio-Visual Speech Translation with Unified Audio-Visual Speech RepresentationCVPR
   • 2024Efficient Training for Multilingual Visual Speech Recognition: Pre-training with Discretized Visual Speech RepresentationACM MM
10. KAIST·머신러닝

    윤세영OSI Lab

    관련도관련 논문 4편비중 3%
    • 2026MELD: Multilingual Ensemble via Logical DebateCOLM
    • 2025Code-Switching Red-Teaming: LLM Evaluation for Safety and Multilingual UnderstandingACL
    • 2025MAVFlow: Preserving Paralinguistic Elements with Conditional Flow Matching for Zero-Shot AV2AV Multilingual TranslationICCV
11. SNU·자연어처리·LLM

    정교민MI Lab

    관련도관련 논문 4편비중 5%
    • 2026Language Shapes Instruction Hierarchy Compliance in Multilingual LLMsEMNLP
    • 2024Fine-grained Gender Control in Machine Translation with Large Language ModelsNAACL
    • 2023Target-Agnostic Gender-Aware Contrastive Learning for Mitigating Bias in Multilingual Machine TranslationEMNLP
12. KU·머신러닝

    이성환PRML Lab

    관련도관련 논문 3편비중 2%
    • 2026L-Proto: Language-Aware Episodic Prototypical Training for Multilingual Speaker VerificationINTERSPEECH
    • 2025XLQA: A Benchmark for Locale-Aware Multilingual Open-Domain Question AnsweringEMNLP
    • 2024TRANSENTENCE: Speech-to-Speech Translation via Language-agnostic Sentence-level Speech Encoding without Language-parallel DataICASSP
13. KAIST·AI for Science

    예종철BISPL

    관련도관련 논문 4편비중 3%
    • 2025Reangle-A-Video: 4D Video Generation as Video-to-Video TranslationICCV
    • 2024Patch-Wise Graph Contrastive Learning for Image TranslationAAAI
    • 2024Unpaired Image-to-Image Translation via Neural Schrödinger BridgeICLR
14. SNU·로보틱스

    김아영RPM Lab

    관련도관련 논문 3편비중 8%
    • 2026TherA: Thermal-Aware Visual-Language Prompting for Controllable RGB-to-Thermal Infrared TranslationCVPR
    • 2024Imaging radar and LiDAR image translation for 3-DOF extrinsic calibrationIntelligent Service Robotics
    • 2023Edge-guided Multi-domain RGB-to-TIR image Translation for Training Vision Tasks with Challenging LabelsICRA
15. Yonsei·데이터 마이닝

    김하영MLCF Lab

    관련도관련 논문 3편비중 11%
    • 2025Leveraging the Power of MLLMs for Gloss-Free Sign Language TranslationICCV
    • 2025DiffSLT: Enhancing Diversity in Sign Language Translation via Diffusion ModelPattern Recognition Letters
    • 2023CSLT-AK: Convolutional-embedded Transformer with an Action Tokenizer and Keypoint Emphasizer for Sign Language TranslationPattern Recognition Letters
16. KU·머신러닝

    이병준Decision Making Lab

    관련도관련 논문 3편비중 9%
    • 2026uCLIP: Parameter-Efficient Multilingual Extension of Vision-Language Models with Unpaired DataAAAI
    • 2023Improving Neural Machine Translation with Offline EvaluationsIJCNLP-AACL
    • 2023Quantifying Information of Tokens for Simple and Flexible Simultaneous Machine TranslationCoNLL
17. KAIST·컴퓨터 비전

    김승룡CV Lab

    관련도관련 논문 4편비중 3%
    • 2025ReSIT: A more Realistic Synthetic Driving Dataset for Multi-Domain Image-to-Image TranslationCVPR
    • 2023InstaFormer++: Multi-Domain Instance-Aware Image-to-Image Translation with TransformerIJCV
    • 2023LANIT: Language-Driven Image-to-Image Translation for Unlabeled DataCVPR
18. SNU·AI for Science

    이동헌BiLab

    관련도관련 논문 2편비중 4%
    • 2026An Interactive LVM–LLM Agent for Dementia Screening: Towards Clinical Translation of Explainable AIECR
    • 2025SeamXSim: Seamless-textured virtual colonoscopy simulator via unpaired long-term video translationComputers in Biology and Medicine
19. KU·자연어처리·LLM

    정우환Autonomous AI Lab

    관련도관련 논문 2편비중 11%
    • 2026A Single Model Ensemble Framework for Neural Machine Translation using Pivot TranslationLREC
    • 2024Beyond Reference: Evaluating High Quality Translations Better than Human ReferencesEMNLP
20. Yonsei·컴퓨터 비전

    황성재MICV Lab

    관련도관련 논문 2편비중 4%
    • 2026Towards ROI-Free Modality Translation for MRI with Test-Time AugmentationISBI
    • 2024Slice-Consistent 3D Volumetric Brain CT-to-MRI Translation with 2D Brownian Bridge Diffusion ModelMICCAI
21. SNU·컴퓨터 비전

    곽노준MIPAL Lab

    관련도관련 논문 2편비중 2%
    • 2026Knowledge Beyond Language: Bridging the Gap in Multilingual Machine Unlearning EvaluationACL
    • 2023Correlation-Concealing Adversarial Noise Injection for Improved Disentanglement in Label-Based Image TranslationIEEE Access
22. KAIST·컴퓨터 비전

    김준모SIIT Lab

    관련도관련 논문 2편비중 2%
    • 2026Pygmalion Effect in Vision: Image-to-Clay Translation for Reflective Geometry ReconstructionNeurIPS
    • 2023Fix the Noise: Disentangling Source Feature for Controllable Domain TranslationCVPR
23. Yonsei·머신러닝

    송경우MLAI Lab

    관련도관련 논문 2편비중 2%
    • 2025RAILL : Retrieval-Augment and Instruction Tuning for Low-resource Language Model TrainingIEEE BigData
    • 2024Mitigating the Linguistic Gap with Phonemic Representations for Robust Cross-lingual TransferEMNLP
24. KU·음성·오디오

    김찬우SLPL

    관련도관련 논문 1편비중 4%
    • 2026Enhancing Document-Level Machine Translation via filtered synthetic corpora and two-stage LLM adaptationICASSP
25. SNU·AI for Science

    김경수AIBL

    관련도관련 논문 1편비중 3%
    • 2026Enhancing Generative Networks for Chest Anomaly Localization through Automatic Registration-Based Unpaired-to-Pseudo-Paired Training Data TranslationScientific Reports
26. POSTECH·음성·오디오

    서영주AIoT Lab

    관련도관련 논문 1편비중 3%
    • 2026Merging Methods for Multilingual Knowledge Editing for Large Language Models: An Empirical OdysseyElectronics
27. SNU·컴퓨터 비전

    최종현MPR Lab

    관련도관련 논문 1편비중 2%
    • 2026DBMSolver: A Training-free Diffusion Bridge Sampler for High-Quality Image-to-Image TranslationCVPR
28. KU·AI for Science

    석흥일Machine Intelligence Lab

    관련도관련 논문 1편비중 2%
    • 2026PaT-Diff: Pathology-Aware Residual Diffusion Framework for MRI-to-PET Translation in Alzheimer's DiseaseISBI
29. Yonsei·자연어처리·LLM

    김재형ML3 Lab

    관련도관련 논문 1편비중 2%
    • 2026EMCee: Improving Multilingual Capability of LLMs via Bridging Knowledge and Reasoning with Extracted Synthetic Multilingual ContextACL
30. Yonsei·데이터 마이닝

    박상현DELAB

    관련도관련 논문 1편비중 2%
    • 2026Segment Anything Model Guided Dual-Mask Framework for Anatomically Faithful Medical Image TranslationScientific Reports
31. SNU·머신러닝

    윤성로AI Lab

    관련도관련 논문 1편비중 1%
    • 2026NaturalFlow: Optimizing Speech Flow in Simultaneous Speech-to-Speech TranslationINTERSPEECH
32. SNU·컴퓨터 비전

    이경무, 한보형CV Lab

    관련도관련 논문 2편비중 2%
    • 2024Diffusion-Based Image-to-Image Translation by Noise Correction via Prompt InterpolationECCV
    • 2023Conditional Score Guidance for Text-Driven Image-to-Image TranslationNeurIPS
33. KAIST·음성·오디오

    남주한MAC Lab

    관련도관련 논문 2편비중 2%
    • 2024K-pop Lyric Translation: Dataset, Analysis, and Neural ModellingLREC-COLING
    • 2023A Computational Evaluation Framework for Singable Lyric TranslationISMIR
34. KAIST·컴퓨터 비전

    오태현AMI Lab

    관련도관련 논문 2편비중 2%
    • 2024MultiTalk: Enhancing 3D Talking Head Generation Across Languages with Multilingual Video DatasetINTERSPEECH
    • 2023Unsupervised Pre-training for Data-Efficient Text-to-Speech on Low Resource LanguagesICASSP
35. SNU·자연어처리·LLM

    이재윤SKI-ML Lab

    관련도관련 논문 1편비중 4%
    • 2025BridG MT: Enhancing LLMs' Machine Translation Capabilities with Sentence Bridging and Gradual MTACL Findings
36. Yonsei·AI 시스템

    김영석HPCP Lab

    관련도관련 논문 1편비중 4%
    • 2025LATPC: Accelerating GPU Address Translation Using Locality-Aware TLB Prefetching and MSHR CompressionMICRO
37. Yonsei·머신러닝

    한동준Edge AI Lab

    관련도관련 논문 1편비중 2%
    • 2025Only Send What You Need: Learning to Communicate Efficiently in Federated Multilingual Machine TranslationIEEE TASLP
38. SNU·인간-AI 상호작용

    서봉원Human Centered Computing Lab

    관련도관련 논문 1편비중 2%
    • 2025AltCAT: An Alt Text Authoring Tool with Automatic Generation and Culturally-Aware TranslationASSETS
39. KAIST·머신러닝

    양은호MLI Lab

    관련도관련 논문 1편비중 1%
    • 2025Divide and Translate: Compositional First-Order Logic Translation and Verification for Complex Logical ReasoningICLR
40. Yonsei·자연어처리·LLM

    여진영Language & AGI Lab

    관련도관련 논문 1편비중 2%
    • 2025Unsupervised Robust Cross-Lingual Entity Alignment via Neighbor Triple Matching with Entity and Relation TextsWSDM
41. Yonsei·자연어처리·LLM

    이동하DLI Lab

    관련도관련 논문 1편비중 2%
    • 2025Unsupervised Robust Cross-Lingual Entity Alignment via Neighbor Triple Matching with Entity and Relation TextsWSDM
42. KU·AI for Science

    서현석IMPEL Lab

    관련도관련 논문 1편비중 4%
    • 2024Spectrum Translation for Refinement of Image Generation (STIG) Based on Contrastive Learning and Spectral Filter ProfileAAAI
43. SNU·로보틱스

    조규진Biorobotics Lab

    관련도관련 논문 1편비중 3%
    • 2024MOGrip: Gripper for multiobject grasping in pick-and-place tasks using translational movements of fingersScience Robotics
44. KAIST·자연어처리·LLM

    서민준LK Lab

    관련도관련 논문 1편비중 2%
    • 2024LangBridge: Multilingual Reasoning Without Multilingual SupervisionACL
45. POSTECH·그래픽스

    이승용, 조성현, 백승환CG Lab

    관련도관련 논문 1편비중 1%
    • 2024Diffusion Model Compression for Image-to-Image TranslationACCV
46. KAIST·컴퓨터 비전

    윤국진VI Lab

    관련도관련 논문 1편비중 1%
    • 2024Towards Robust Event-based Networks for Nighttime via Unpaired Day-to-Night Event TranslationECCV
47. SNU·AI for Science

    백대현Laboratory of Computational Biology

    관련도관련 논문 1편비중 10%
    • 2023An interaction between eIF4A3 and eIF3g drives the internal initiation of translationNucleic Acids Research
48. SNU·AI 시스템

    서지원Machine Learning Systems Lab

    관련도관련 논문 1편비중 8%
    • 2023X-RiSAWOZ: High-Quality End-to-End Multilingual Dialogue Datasets and Few-shot AgentsACL Findings
49. SNU·AI 시스템

    이재욱ARC Lab

    관련도관련 논문 1편비중 3%
    • 2023DRAM Translation Layer: Software-Transparent DRAM Power Savings for Disaggregated MemoryISCA
50. SNU·컴퓨터 비전

    이준석VIP Lab

    관련도관련 논문 1편비중 2%
    • 2023Exploration into Translation-Equivariant Image QuantizationICASSP
51. SNU·AI for Science

    정유성MICC Lab

    관련도관련 논문 1편비중 2%
    • 2023A structure translation model for crystal compoundsnpj Computational Materials
52. SNU·컴퓨터 비전

    조남익ISPL

    관련도관련 논문 1편비중 2%
    • 2023WHFL: Wavelet-Domain High Frequency Loss for Sketch-to-Image TranslationWACV
53. KAIST·컴퓨터 비전

    김태균CV & Learning Lab

    관련도관련 논문 1편비중 3%
    • 2023Joint Training of Hierarchical GANs and Semantic Segmentation for Expression TranslationICASSP
54. KAIST·AI for Science

    최윤재

    관련도관련 논문 1편비중 2%
    • 2023Exploration into Translation-Equivariant Image QuantizationICASSP
55. POSTECH·머신러닝2026 업데이트 중

    안희갑Algorithms Lab

    관련도관련 논문 1편비중 4%
    • 2023Universal convex covering problems under translation and discrete rotationsAdvances in Geometry

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