주제로 연구실 찾기

1. KAIST·머신러닝

   윤세영OSI Lab

   관련도관련 논문 11편비중 8%연구 분야에 명시
   • 2026From Belief Entrenchment to Robust Reasoning in LLM AgentsTACL
   • 2026Predicting LLM Reasoning Performance with Small Proxy ModelICLR
   • 2026Process-Verified Reinforcement Learning for Theorem Proving via LeanICLR
2. KAIST·머신러닝

   황성주MLAI Lab

   관련도관련 논문 9편비중 9%
   • 2026Agent Explorative Policy Optimization for Multimodal Agentic ReasoningNeurIPS
   • 2026MultihopSpatial: Multi-hop Compositional Spatial Reasoning Benchmark for Vision-Language ModelECCV
   • 2026Multimodal Collaborative Debate for Zero-Shot Time Series ReasoningEMNLP
3. KAIST·머신러닝

   신진우ALIN Lab

   관련도관련 논문 10편비중 8%
   • 2026ExComm: Exploration-Stage Communication for Error-Resilient Agentic Test-Time ScalingNeurIPS
   • 2026Latent Reasoning in Continuous Space for Unified Multimodal ModelsNeurIPS
   • 2026SpatialBoost: Enhancing Visual Representation through Language-Guided ReasoningECCV
4. KAIST·AI for Science

   최윤재

   관련도관련 논문 10편비중 16%
   • 2026ECG-Reasoning-Benchmark: A Benchmark for Evaluating Clinical Reasoning Capabilities in ECG InterpretationNeurIPS
   • 2026Towards Error-Free EHRs: Reasoning-Intensive Consistency Verification Between Clinical Notes and Structured Tables in Electronic Health RecordsNeurIPS
   • 2026Enhancing LLMs' Clinical Reasoning with Real-World Data from a Nationwide Sepsis RegistryMLHC
5. KAIST·머신러닝

   양은호MLI Lab

   관련도관련 논문 7편비중 9%
   • 2026CollabVR: Collaborative Video Reasoning with Vision-Language and Video Generation ModelsNeurIPS
   • 2026Progress by Pieces: Test-Time Scaling for Autoregressive Image GenerationCVPR
   • 2026Verifying Meta-Awareness via Predictive Rewards in Reasoning ModelsICML
6. KAIST·자연어처리·LLM

   김현우COCO Lab

   관련도관련 논문 4편비중 21%연구 분야에 명시
   • 2026Long Grounded Thoughts: Distilling Compositional Visual Reasoning Chains at ScaleICML
   • 2026Social World Models: Universal Structured Representation for Social ReasoningCOLM
   • 2025Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right QuestionsEMNLP
7. KAIST·데이터 마이닝

   박찬영DSAIL

   관련도관련 논문 5편비중 5%
   • 2026Beyond the Final Answer: Evaluating the Reasoning Trajectories of Tool-Augmented AgentsICML
   • 2026CompoDistill: Attention Distillation for Compositional Reasoning in Multimodal LLMsICLR
   • 2026Reasoning Structure Matters for Safety Alignment of Reasoning ModelsACL
8. KAIST·자연어처리·LLM

   서민준LK Lab

   관련도관련 논문 7편비중 11%
   • 2026The CoT Encyclopedia: Analyzing, Predicting, and Controlling how a Reasoning Model will ThinkICLR
   • 2025Reasoning Models Better Express Their ConfidenceNeurIPS
   • 2024Hierarchical Deconstruction of LLM Reasoning: A Graph-Based Framework for Analyzing Knowledge UtilizationEMNLP
9. KAIST·컴퓨터 비전

   홍승훈Vision and Learning Lab

   관련도관련 논문 4편비중 11%
   • 2026Multi-View Relational Distillation for Spatial Reasoning with Vision-Language ModelsNeurIPS
   • 2026MUX: Continuous Reasoning via Multiplexed TokensNeurIPS
   • 2026HyperThink: Text-to-parameter hypernetworks for efficient reasoningCOLM
10. KAIST·컴퓨터 비전

    심현정CVML Lab

    관련도관련 논문 4편비중 8%
    • 2026CoT-PL: Chain-of-Thought Pseudo-Labeling for Open-Vocabulary Object DetectionECCV
    • 2026Dense Reward for Multi-View 3D Reasoning with Global Maps and Local ViewsECCV
    • 2026What 'Not' to Detect: Negation-Aware VLMs via Structured Reasoning and Token MergingICLR
11. KAIST·컴퓨터 비전

    김승룡CV Lab

    관련도관련 논문 4편비중 3%
    • 2026SpatialClaw: Rethinking Action Interface for Agentic Spatial ReasoningNeurIPS
    • 2026Effective Test-Time Scaling of Discrete Diffusion through Iterative RefinementICML
    • 2026One Loss Is Not Enough: Cross-Objective Structured Pruning for Reasoning Vision–Language–Action ModelsNeurIPS
12. KAIST·머신러닝

    안성수SPML Lab

    관련도관련 논문 4편비중 8%
    • 2026Latent Veracity Inference for Identifying Errors in Stepwise ReasoningICLR
    • 2025MT-Mol: Multi Agent System with Tool-based Reasoning for Molecular OptimizationEMNLP
    • 2025Self-Training Large Language Models with Confident ReasoningEMNLP
13. KAIST·자연어처리·LLM

    오혜연U&I Lab

    관련도관련 논문 4편비중 5%
    • 2026Are they lovers or friends? Evaluating LLMs' Social Reasoning in English and Korean DialoguesACL
    • 2026Beneath the Surface of Chains-of-Thought: A Mechanistic Interpretation of Reasoning Operations in LLMsEMNLP
    • 2025Does Rationale Quality Matter? Enhancing Mental Disorder Detection via Selective Reasoning DistillationACL Findings
14. KAIST·AI 시스템

    한동수INA Lab

    관련도관련 논문 1편비중 4%연구 분야에 명시
    • 2026Collaborative Reasoning Distillation via Cross-Feedback and Coherent CurationNeurIPS
15. KAIST·머신러닝

    최재식SAIL Lab

    관련도관련 논문 1편비중 2%연구 분야에 명시
    • 2026K-MetBench: A Multi-Dimensional Benchmark for Fine-Grained Evaluation of Expert Reasoning, Locality, and Multimodality in MeteorologyACL Findings
16. KAIST·자연어처리·LLM

    임경태MLP Lab

    관련도관련 논문 3편비중 8%
    • 2026Planning Before Reasoning: A Vision-Language Dataset for Structured Stepwise Reasoning in Document UnderstandingEMNLP Findings
    • 2026Which Language Should a Skeleton Speak? Language Choices in Multilingual ReasoningEMNLP Findings
    • 2025ScholarBench: A Bilingual Benchmark for Abstraction, Comprehension, and Reasoning Evaluation in Academic ContextsEMNLP Findings
17. KAIST·데이터 마이닝

    황지영Big Data Intelligence Lab

    관련도관련 논문 4편비중 19%
    • 2026Bridging Concepts: Multi-Agent Reasoning over Scientific Concept Graphs for High-Impact Research PredictionCIKM
    • 2025Stability and Generalization Capability of Subgraph Reasoning Models for Inductive Knowledge Graph CompletionICML
    • 2023Learning Representations of Bi-level Knowledge Graphs for Reasoning beyond Link PredictionAAAI
18. KAIST·AI 시스템2026 업데이트 중

    김세훈SEAL

    관련도관련 논문 1편비중 7%연구 분야에 명시
    • 2025Multipole Attention for Efficient Long Context ReasoningNeurIPS
19. KAIST·인간-AI 상호작용

    김주호KIXLAB

    관련도관련 논문 3편비중 3%
    • 2026STEPwise: Diagnosing Students' Math Problem-Solving Skills via LLM-Generated Stepwise Sub-QuestionsAIED
    • 2026Supporting Design Reasoning in AI-assisted Interface Prototyping for HCI ResearchCHI
    • 2024Using Large Language Models To Diagnose Math Problem-solving Skills At ScaleL@S
20. KAIST·컴퓨터 비전

    윤국진VI Lab

    관련도관련 논문 3편비중 3%
    • 2026SRA: Spatial Reasoning Adapter via Evolving Social Interaction Graphs for Trajectory PredictionNeurIPS
    • 2026Triggering Generalist Reasoning via Predictive Uncertainty for Dual-System VLANeurIPS
    • 2023Leveraging Future Relationship Reasoning for Vehicle Trajectory PredictionICLR
21. KAIST·AI 시스템

    유민수VIA Research Group

    관련도관련 논문 2편비중 7%
    • 2026PASCAL: A Phase-Aware Scheduling Algorithm for Serving Reasoning-based Large Language ModelsHPCA
    • 2026The Cost of Dynamic Reasoning: Demystifying AI Agents and Test-Time Scaling from an AI Infrastructure PerspectiveHPCA
22. KAIST·머신러닝

    안성진MLML

    관련도관련 논문 2편비중 7%
    • 2026Generative Recursive ReasoningNeurIPS
    • 2026Latent Veracity Inference for Identifying Errors in Stepwise ReasoningICLR
23. KAIST·컴퓨터 비전

    김현우MLV Lab

    관련도관련 논문 2편비중 3%
    • 2026Reason in the Words You Speak: Idiolectal Paraphrasing Off-Policy Traces for Reasoning Distillation in VideoLLMsNeurIPS
    • 2026VideoSearch-R1: Iterative Video Retrieval and Reasoning via Soft Query RefinementECCV
24. KAIST·컴퓨터 비전

    김준모SIIT Lab

    관련도관련 논문 2편비중 2%
    • 2026</think> Doesn't Stop Reasoning: Analysis of Spurious CoT TerminationEMNLP
    • 2026Calibration-Free Early Stopping for Chain-of-Thought Reasoning via E-processesEMNLP Findings
25. KAIST·머신러닝

    정혜원IIDS Lab

    관련도연구 분야에 명시
26. KAIST·머신러닝

    오성준STAI Lab

    관련도관련 논문 2편비중 4%
    • 2026CRISP: Compositional Reasoning over Images via Stackable Programs for VLMsNeurIPS
    • 2025Leaky Thoughts: Large Reasoning Models Are Not Private ThinkersEMNLP
27. KAIST·머신러닝

    이주호SIML Lab

    관련도관련 논문 2편비중 3%
    • 2025Test time scaling for neural processesNeurIPS
    • 2025Verbalized confidence triggers self-verification: emergent behavior without explicit reasoning supervisionICML
28. KAIST·컴퓨터 비전

    오태현AMI Lab

    관련도관련 논문 2편비중 2%
    • 2026SplatReasoner: Enhancing Embodied Reasoning and Grounding by Novel View SynthesisECCV
    • 2023Multimodal Laughter Reasoning with Language ModelsICCV
29. KAIST·머신러닝

    문일철AAI Lab

    관련도관련 논문 1편비중 3%
    • 2026Lookahead Sample Reward Guidance for Test-Time Scaling of Diffusion ModelsICML
30. KAIST·머신러닝

    성영철SISReL

    관련도관련 논문 1편비중 3%
    • 2026Inject a turn, not a token: Learning where to redirect LLM reasoning for self-correctionCOLM
31. KAIST·머신러닝

    이기민

    관련도관련 논문 1편비중 2%
    • 2026Learning Multi-View Spatial Reasoning from Cross-View RelationsCVPR
32. KAIST·AI 시스템

    김주영CAST Lab

    관련도관련 논문 1편비중 1%
    • 2026Cassandra: Enabling Reasoning LLMs at Edge via Self-Speculative DecodingISCA
33. KAIST·컴퓨터 비전

    노용만IVY Lab

    관련도관련 논문 1편비중 1%
    • 2026Emotion-Coherent Reasoning for Multimodal LLMs via Emotional Rationale VerifierAAAI
34. KAIST·데이터 마이닝

    신기정Data Mining Lab

    관련도관련 논문 1편비중 1%
    • 2026Zero-Shot Tabular Learning via Hypergraph Reasoning with LLMsEMNLP
35. KAIST·AI for Science

    예종철BISPL

    관련도관련 논문 1편비중 1%
    • 2026Dementia-R1: Reinforced Pretraining and Reasoning from Unstructured Clinical Notes for Real-World Dementia PrognosisEMNLP
36. KAIST·음성·오디오

    정준선Multimodal AI Lab

    관련도관련 논문 1편비중 1%
    • 2026Hear you are: Teaching LLMs Spatial Reasoning with Vision and Spatial SoundCVPR
37. KAIST·컴퓨터 비전

    주재걸DAVIAN Lab

    관련도관련 논문 1편비중 1%
    • 2026BankMathBench: A Benchmark for Numerical Reasoning in Banking ScenariosLREC
38. KAIST·컴퓨터 비전

    성민혁Visual AI Group

    관련도관련 논문 1편비중 2%
    • 2025Perspective-Aware Reasoning in Vision-Language Models via Mental Imagery SimulationICCV

2026 논문이 아직 반영되지 않은 연구실은 결과에서 불리할 수 있어요.