관련 연구실
등급은 학회·저널 분류이며 연구실 순위가 아닙니다.
- KAIST머신러닝
윤세영OSI Lab
관련 논문 11편비중 8%연구 분야에 명시- 2026From Belief Entrenchment to Robust Reasoning in LLM Agents TACL
- 2026Predicting LLM Reasoning Performance with Small Proxy Model ICLR
- 2026Process-Verified Reinforcement Learning for Theorem Proving via Lean ICLR
- KAIST머신러닝
황성주MLAI Lab
관련 논문 9편비중 9%- 2026Agent Explorative Policy Optimization for Multimodal Agentic Reasoning NeurIPS
- 2026MultihopSpatial: Multi-hop Compositional Spatial Reasoning Benchmark for Vision-Language Model ECCV
- 2026Multimodal Collaborative Debate for Zero-Shot Time Series Reasoning EMNLP
- KAIST머신러닝
신진우ALIN Lab
관련 논문 10편비중 8%- 2026ExComm: Exploration-Stage Communication for Error-Resilient Agentic Test-Time Scaling NeurIPS
- 2026Latent Reasoning in Continuous Space for Unified Multimodal Models NeurIPS
- 2026SpatialBoost: Enhancing Visual Representation through Language-Guided Reasoning ECCV
- SNU자연어처리·LLM
유영재PI Lab
관련 논문 9편비중 9%연구 분야에 명시- 2026Pushing on Multilingual Reasoning Models with Language-Mixed Chain-of-Thought ICLR
- 2026What MLLMs Learn about When they Learn about Multimodal Reasoning NeurIPS
- 2026Revisiting the Uniform Information Density Hypothesis in LLM Reasoning ACL Findings
- KAISTAI for Science
최윤재
관련 논문 10편비중 16%- 2026ECG-Reasoning-Benchmark: A Benchmark for Evaluating Clinical Reasoning Capabilities in ECG Interpretation NeurIPS
- 2026Towards Error-Free EHRs: Reasoning-Intensive Consistency Verification Between Clinical Notes and Structured Tables in Electronic Health Records NeurIPS
- 2026Enhancing LLMs' Clinical Reasoning with Real-World Data from a Nationwide Sepsis Registry MLHC
- Yonsei자연어처리·LLM
김재형ML3 Lab
관련 논문 8편비중 17%- 2026EMCee: Improving Multilingual Capability of LLMs via Bridging Knowledge and Reasoning with Extracted Synthetic Multilingual Context ACL
- 2026RPM: Reasoning-Level Personalization for Black-Box Large Language Models ICLR
- 2026Test-Time Scaling in Diffusion LLMs via Hidden Semi-Autoregressive Experts ICLR
- Yonsei자연어처리·LLM
여진영Language & AGI Lab
관련 논문 10편비중 20%- 2026Success and Failure of Human–AI Collaboration in Clinical Reasoning: An Experimental Study on Challenging Real-World Cases International Journal of Medical Informatics
- 2025Review-driven Personalized Preference Reasoning with Large Language Models for Recommendation SIGIR
- 2025One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RL ACL
- SNU자연어처리·LLM
정교민MI Lab
관련 논문 5편비중 7%연구 분야에 명시- 2026Are We Measuring Strategy or Phrasing? The Gap Between Surface- and Approach-Level Diversity in LLM Math Reasoning EMNLP
- 2026Confidence-Guided Stepwise Model Routing for Cost-Efficient Reasoning AAAI
- 2026Reliability-Aware Adaptive Self-Consistency for Efficient Sampling in LLM Reasoning ACL Findings
- KAIST머신러닝
양은호MLI Lab
관련 논문 7편비중 9%- 2026CollabVR: Collaborative Video Reasoning with Vision-Language and Video Generation Models NeurIPS
- 2026Progress by Pieces: Test-Time Scaling for Autoregressive Image Generation CVPR
- 2026Verifying Meta-Awareness via Predictive Rewards in Reasoning Models ICML
- POSTECH컴퓨터 비전
곽수하, 조민수, 손진희CV Lab
관련 논문 7편비중 6%- 2026DextER: Language-driven Dexterous Grasp Generation with Embodied Reasoning CVPR
- 2026Hide to See: Reasoning-prefix Masking for Visual-anchored Thinking in VLM Distillation NeurIPS
- 2026Latent Reasoning in Continuous Space for Unified Multimodal Models NeurIPS
- Yonsei자연어처리·LLM
이동하DLI Lab
관련 논문 8편비중 14%- 2026Beyond the Final Answer: Evaluating the Reasoning Trajectories of Tool-Augmented Agents ICML
- 2026Persona2Web: Benchmarking Personalized Web Agents for Contextual Reasoning with User History ICML
- 2026RPM: Reasoning-Level Personalization for Black-Box Large Language Models ICLR
- KU자연어처리·LLM
임희석NLP&AI Lab
관련 논문 9편비중 9%- 2026DART: Draft-Agreement Routing for Training-Free Adaptive Thinking Budgets in Hybrid Reasoning Models EMNLP Findings
- 2026SERA: Self-referential assessment framework for bidirectional generative commonsense reasoning Knowledge-Based Systems
- 2026ThinkFuse: Trajectory-Aware Test-Time Fusion for Small Reasoning Models EMNLP Findings
- SNU자연어처리·LLM
황승원LDI Lab
관련 논문 6편비중 8%- 2026Adaptive Retrieval for Reasoning ACL
- 2026ANI: Adaptive Numerical Injection for Unifying Semantic and Arithmetic Representations in Numerical Reasoning EMNLP
- 2026Beyond Markovian Forgetfulness: Episodic Memory for Reasoning-Intensive Retrieval ACL
- KAIST자연어처리·LLM
김현우COCO Lab
관련 논문 4편비중 21%연구 분야에 명시- 2026Long Grounded Thoughts: Distilling Compositional Visual Reasoning Chains at Scale ICML
- 2026Social World Models: Universal Structured Representation for Social Reasoning COLM
- 2025Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions EMNLP
- SNU자연어처리·LLM
이재윤SKI-ML Lab
관련 논문 5편비중 19%연구 분야에 명시- 2026Generalizing Numerical Reasoning in Table Data through Operation Sketches and Self-Supervised Learning TACL
- 2026Latent Self-Consistency for Reliable Majority-Set Selection in Short- and Long-Answer Reasoning AAAI
- 2024Towards Efficient Visual-Language Alignment of the Q-Former for Visual Reasoning Tasks EMNLP Findings
- KU머신러닝
이성환PRML Lab
관련 논문 6편비중 3%- 2026Conditioning Activation Interventions on Evolving Reasoning States in Large Language Models EMNLP Findings
- 2026DCR-TSF: Dual-Level Compositional Reasoning with Triadic Spherical Fusion for Training-Free Zero-Shot Composed Image Retrieval ACCV
- 2026Negative Contrastive Chain-of-Thought Distillation for Transfer Reasoning Capability to Small Language Models IEEE Access
- SNU자연어처리·LLM
조요한
관련 논문 5편비중 9%연구 분야에 명시- 2026ThinkBrake: Efficient Reasoning via Log-Probability Margin Guided Decoding ACL Findings
- 2026SHAPE of Chain-of-Thought in Math Reasoning ICML
- 2023FactKG: Fact Verification via Reasoning on Knowledge Graphs ACL
- Yonsei머신러닝
조성배SCLAB
관련 논문 5편비중 7%- 2026Injecting Context via Situation Working Memory for Logical Reasoning with LLMs ACL
- 2026Adaptive Beam Search with Shannon Entropy for Data-centric Reasoning in LLMs PAKDD
- 2026Spatial Reasoning in Large Vision-Language Models via Egocentric-to-Allocentric Transformation EMNLP Findings
- KAIST데이터 마이닝
박찬영DSAIL
관련 논문 5편비중 5%- 2026Beyond the Final Answer: Evaluating the Reasoning Trajectories of Tool-Augmented Agents ICML
- 2026CompoDistill: Attention Distillation for Compositional Reasoning in Multimodal LLMs ICLR
- 2026Reasoning Structure Matters for Safety Alignment of Reasoning Models ACL
- KU자연어처리·LLM
이상근Data Intelligence Lab
관련 논문 4편비중 11%연구 분야에 명시- 2026RL-ARC: Calibrating Large Reasoning Models via Reasoning-guided Uncertainty IJCNLP-AACL
- 2025Connecting the Knowledge Dots: Retrieval-augmented Knowledge Connection for Commonsense Reasoning EMNLP
- 2024Zero-shot Commonsense Reasoning over Machine Imagination EMNLP Findings
- KAIST자연어처리·LLM
서민준LK Lab
관련 논문 7편비중 11%- 2026The CoT Encyclopedia: Analyzing, Predicting, and Controlling how a Reasoning Model will Think ICLR
- 2025Reasoning Models Better Express Their Confidence NeurIPS
- 2024Hierarchical Deconstruction of LLM Reasoning: A Graph-Based Framework for Analyzing Knowledge Utilization EMNLP
- KAIST컴퓨터 비전
홍승훈Vision and Learning Lab
관련 논문 4편비중 11%- 2026Multi-View Relational Distillation for Spatial Reasoning with Vision-Language Models NeurIPS
- 2026MUX: Continuous Reasoning via Multiplexed Tokens NeurIPS
- 2026HyperThink: Text-to-parameter hypernetworks for efficient reasoning COLM
- KAIST컴퓨터 비전
심현정CVML Lab
관련 논문 4편비중 8%- 2026CoT-PL: Chain-of-Thought Pseudo-Labeling for Open-Vocabulary Object Detection ECCV
- 2026Dense Reward for Multi-View 3D Reasoning with Global Maps and Local Views ECCV
- 2026What 'Not' to Detect: Negation-Aware VLMs via Structured Reasoning and Token Merging ICLR
- SNU머신러닝
윤성로AI Lab
관련 논문 5편비중 5%- 2026Balancing Gradient Frequencies Facilitates Inductive Inference in Algorithmic Reasoning TPAMI
- 2026HEAR Who Said What: Unlocking Speaker-Attributed Reasoning via Counterfactual Voice Grounding EMNLP
- 2026Verbal-R3: Verbal Reranker as the Missing Bridge between Retrieval and Reasoning ACL
- KU머신러닝
김성웅, 임성빈AGI Lab
관련 논문 4편비중 13%- 2026FiRe: Fine-grained Multimodal Reasoning for Enhanced Image Generation NeurIPS
- 2026Plan-and-Verify Video Reward Reasoning with Spatio-Temporal Scene Graph Grounding EMNLP
- 2026RetroReasoner: A Reasoning LLM for Strategic Retrosynthesis Prediction EMNLP Findings
- KAIST컴퓨터 비전
김승룡CV Lab
관련 논문 4편비중 3%- 2026SpatialClaw: Rethinking Action Interface for Agentic Spatial Reasoning NeurIPS
- 2026Effective Test-Time Scaling of Discrete Diffusion through Iterative Refinement ICML
- 2026One Loss Is Not Enough: Cross-Objective Structured Pruning for Reasoning Vision–Language–Action Models NeurIPS
- Yonsei데이터 마이닝
장백철ANDLab
관련 논문 4편비중 11%- 2026ABED: Abductive Bidirectional Entailment Diagnosis for Open-World Logical Reasoning EMNLP
- 2026PROGRAM: Programmatic Retrieval Optimization with Generative Reasoning and Augmented Multi-queries ACL Findings
- 2026Multi-Axial Analysis of Clinical Reasoning in Large Language Models: Inter-Verifier Disagreement and Its Implications for Automated Evaluation JMS
- SNU머신러닝
김태섭LAAL Lab
관련 논문 4편비중 11%- 2026EpiCaR: Knowing What You Don't Know Matters for Better Reasoning in LLMs ACL
- 2026From Noise to Diversity: Random Embedding Injection in LLM Reasoning NeurIPS
- 2026KoSimpleQA: A Korean Factuality Benchmark with an Analysis of Reasoning LLMs COLM
- KU음성·오디오
김찬우SLPL
관련 논문 4편비중 16%- 2026HiGraph: Explicit Discrepancy Reasoning with Hierarchical Graph Propagation for Joint Pronunciation Assessment EMNLP Findings
- 2026TOOLDF: Tool-Integrated Reasoning for Mixed-Authenticity Audio Deepfake Detection EMNLP Findings
- 2025Reasoning-Based Approach with Chain-of-Thought for Alzheimer’s Detection Using Speech and Large Language Models INTERSPEECH
- Yonsei머신러닝
손지용ITML Lab
관련 논문 3편비중 13%연구 분야에 명시- 2025Enhancing Compositional Reasoning in CLIP via Reconstruction and Alignment of Text Descriptions NeurIPS
- 2024Can Separators Improve Chain-of-Thought Prompting? IEEE FLLM
- 2024ERD: A Framework for Improving LLM Reasoning for Cognitive Distortion Classification NAACL
- SNU컴퓨터 비전
김건희Vision & Learning Lab
관련 논문 4편비중 7%- 2026Critical or Compliant? The Double-Edged Sword of Reasoning in Chain-of-Thought Explanations EMNLP
- 2026Hybrid Deep Searcher: Scalable Parallel and Sequential Search Reasoning ICLR
- 2026Cognitive Chain-of-Thought (COCOT): Structured Multimodal Reasoning about Social Situations COLM
- KAIST머신러닝
안성수SPML Lab
관련 논문 4편비중 8%- 2026Latent Veracity Inference for Identifying Errors in Stepwise Reasoning ICLR
- 2025MT-Mol: Multi Agent System with Tool-based Reasoning for Molecular Optimization EMNLP
- 2025Self-Training Large Language Models with Confident Reasoning EMNLP
- KAIST자연어처리·LLM
오혜연U&I Lab
관련 논문 4편비중 5%- 2026Are they lovers or friends? Evaluating LLMs' Social Reasoning in English and Korean Dialogues ACL
- 2026Beneath the Surface of Chains-of-Thought: A Mechanistic Interpretation of Reasoning Operations in LLMs EMNLP
- 2025Does Rationale Quality Matter? Enhancing Mental Disorder Detection via Selective Reasoning Distillation ACL Findings
- SNU자연어처리·LLM
도재영AIDAS Lab
관련 논문 3편비중 9%- 2026RFEval: Benchmarking Reasoning Faithfulness under Counterfactual Reasoning Intervention in Large Reasoning Models ICLR
- 2026VIRST: Video-Instructed Reasoning Assistant for SpatioTemporal Segmentation CVPR
- 2026MI-CXR: A Benchmark for Longitudinal Reasoning over Multi-Interval Chest X-rays ACL Findings
- POSTECH자연어처리·LLM
이근배, 김형훈NLP Lab
관련 논문 4편비중 5%- 2026Why Do Multilingual Reasoning Gaps Emerge in Reasoning Language Models? ACL Findings
- 2025KoBLEX: Open Legal Question Answering with Multi-hop Reasoning EMNLP
- 2025Multimodal Cognitive Reframing Therapy via Multi-hop Psychotherapeutic Reasoning NAACL
- SNU데이터 마이닝
박현우DIAL Lab
관련 논문 3편비중 8%- 2026From Text to Structure: The PACKaGE Benchmark for Bidirectional Causal Reasoning in Paragraphs and Graphs EMNLP
- 2026Faithful yet Collusive: Why Chain-of-Thought Monitoring Cannot Detect Collusion in LLM Pricing Agents under Oligopolistic Competition EMNLP Findings
- 2026InteractiveKG: Transparent and User-Controllable Knowledge Graph Reasoning PacificVis
- SNU머신러닝
장병탁BI Lab
관련 논문 2편비중 3%연구 분야에 명시- 2025Confidence-guided Refinement Reasoning for Zero-shot Question Answering EMNLP
- 2023Instruction-Tuned Self-Questioning Framework for Multimodal Reasoning ICCV
- KAISTAI 시스템
한동수INA Lab
관련 논문 1편비중 4%연구 분야에 명시- 2026Collaborative Reasoning Distillation via Cross-Feedback and Coherent Curation NeurIPS
- KAIST머신러닝
최재식SAIL Lab
관련 논문 1편비중 2%연구 분야에 명시- 2026K-MetBench: A Multi-Dimensional Benchmark for Fine-Grained Evaluation of Expert Reasoning, Locality, and Multimodality in Meteorology ACL Findings
- KAIST자연어처리·LLM
임경태MLP Lab
관련 논문 3편비중 8%- 2026Planning Before Reasoning: A Vision-Language Dataset for Structured Stepwise Reasoning in Document Understanding EMNLP Findings
- 2026Which Language Should a Skeleton Speak? Language Choices in Multilingual Reasoning EMNLP Findings
- 2025ScholarBench: A Bilingual Benchmark for Abstraction, Comprehension, and Reasoning Evaluation in Academic Contexts EMNLP Findings
- KAIST데이터 마이닝
황지영Big Data Intelligence Lab
관련 논문 4편비중 19%- 2026Bridging Concepts: Multi-Agent Reasoning over Scientific Concept Graphs for High-Impact Research Prediction CIKM
- 2025Stability and Generalization Capability of Subgraph Reasoning Models for Inductive Knowledge Graph Completion ICML
- 2023Learning Representations of Bi-level Knowledge Graphs for Reasoning beyond Link Prediction AAAI
- POSTECH머신러닝
김동우, 옥정슬, 박상돈, 박은혁ML Lab
관련 논문 3편비중 3%- 2026LoopCD: Loop-wise Contrastive Decoding for Improving Reasoning in Looped Language Models EMNLP
- 2026VIRO: Robust and Efficient Neuro-Symbolic Reasoning with Verification for Referring Expression Comprehension CVPR
- 2025Self-Training Large Language Models with Confident Reasoning EMNLP Findings
- KAISTAI 시스템2026 업데이트 중
김세훈SEAL
관련 논문 1편비중 7%연구 분야에 명시- 2025Multipole Attention for Efficient Long Context Reasoning NeurIPS
- KAIST인간-AI 상호작용
김주호KIXLAB
관련 논문 3편비중 3%- 2026STEPwise: Diagnosing Students' Math Problem-Solving Skills via LLM-Generated Stepwise Sub-Questions AIED
- 2026Supporting Design Reasoning in AI-assisted Interface Prototyping for HCI Research CHI
- 2024Using Large Language Models To Diagnose Math Problem-solving Skills At Scale L@S
- KAIST컴퓨터 비전
윤국진VI Lab
관련 논문 3편비중 3%- 2026SRA: Spatial Reasoning Adapter via Evolving Social Interaction Graphs for Trajectory Prediction NeurIPS
- 2026Triggering Generalist Reasoning via Predictive Uncertainty for Dual-System VLA NeurIPS
- 2023Leveraging Future Relationship Reasoning for Vehicle Trajectory Prediction ICLR
- KAISTAI 시스템
유민수VIA Research Group
관련 논문 2편비중 7%- 2026PASCAL: A Phase-Aware Scheduling Algorithm for Serving Reasoning-based Large Language Models HPCA
- 2026The Cost of Dynamic Reasoning: Demystifying AI Agents and Test-Time Scaling from an AI Infrastructure Perspective HPCA
- KAIST머신러닝
안성진MLML
관련 논문 2편비중 7%- 2026Generative Recursive Reasoning NeurIPS
- 2026Latent Veracity Inference for Identifying Errors in Stepwise Reasoning ICLR
- SNU로보틱스
최준원ADR Lab
관련 논문 2편비중 5%- 2026SafeDrive: Fine-Grained Safety Reasoning for End-to-End Driving in a Sparse World CVPR
- 2026RAISA: A Vision-based Intelligent Safety Guidance Agent for Railway Operations via Modular Prompt-Orchestrated Reasoning IEEE Open Journal of Intelligent Transportation Systems
- Yonsei컴퓨터 비전
김선주CIPLab
관련 논문 2편비중 4%- 2026Decomposed Attention Fusion in MLLMs for Training-Free Video Reasoning Segmentation ICLR
- 2026Reading the Unreadable: Text-Aware Image Super-Resolution Needs Reasoning NeurIPS
- SNU컴퓨터 비전
이준석VIP Lab
관련 논문 2편비중 4%- 2026From Matching to Reasoning: Query-Aware Long Video Summarization NeurIPS
- 2026Depth-aware detection of hanging objects for state reasoning in construction sites Automation in Construction
- KAIST컴퓨터 비전
김현우MLV Lab
관련 논문 2편비중 3%- 2026Reason in the Words You Speak: Idiolectal Paraphrasing Off-Policy Traces for Reasoning Distillation in VideoLLMs NeurIPS
- 2026VideoSearch-R1: Iterative Video Retrieval and Reasoning via Soft Query Refinement ECCV
- KAIST컴퓨터 비전
김준모SIIT Lab
관련 논문 2편비중 2%- 2026</think> Doesn't Stop Reasoning: Analysis of Spurious CoT Termination EMNLP
- 2026Calibration-Free Early Stopping for Chain-of-Thought Reasoning via E-processes EMNLP Findings
- SNU머신러닝
박건웅Data Science & Machine Learning Lab
연구 분야에 명시 - KAIST머신러닝
정혜원IIDS Lab
연구 분야에 명시 - KU머신러닝
이창희AIX
연구 분야에 명시 - KU로보틱스
최성준Robot Intelligence Lab
관련 논문 3편비중 9%- 2025A Unified Framework for Motion Reasoning and Generation in Human Interaction ICCV
- 2024SPOTS: Stable Placement of Objects with Reasoning in Semi-Autonomous Teleoperation Systems ICRA
- 2024Visual Preference Inference: An Image Sequence-Based Preference Reasoning in Tabletop Object Manipulation IROS
- KAIST머신러닝
오성준STAI Lab
관련 논문 2편비중 4%- 2026CRISP: Compositional Reasoning over Images via Stackable Programs for VLMs NeurIPS
- 2025Leaky Thoughts: Large Reasoning Models Are Not Private Thinkers EMNLP
- Yonsei데이터 마이닝
박상현DELAB
관련 논문 2편비중 4%- 2026SpiralThinker: Latent Reasoning through an Iterative Process with Text-Latent Interleaving ACL
- 2025TinyThinker_Distilling Reasoning through Coarse-to-Fine Knowledge Internalization with Self-Reflection NAACL
- KU머신러닝
이병준Decision Making Lab
관련 논문 2편비중 6%- 2026Neural MCTS with LLM Guidance for Effective Program Synthesis on Abstraction and Reasoning Corpus Machine Learning
- 2024ARCLE: The Abstract and Reasoning Corpus Learning Environment for Reinforcement Learning CoLLAs
- Yonsei머신러닝
노승문AI-ISL
관련 논문 2편비중 5%- 2025R-TOFU: Unlearning in Large Reasoning Models EMNLP
- 2025SAFEPATH: Preventing Harmful Reasoning in Chain-of-Thought via Early Alignment NeurIPS
- KAIST머신러닝
이주호SIML Lab
관련 논문 2편비중 3%- 2025Test time scaling for neural processes NeurIPS
- 2025Verbalized confidence triggers self-verification: emergent behavior without explicit reasoning supervision ICML
- KU컴퓨터 비전
김동현UTL Lab
관련 논문 2편비중 4%- 2026Diversity Over Frequency: Rethinking Tool Use in Visual Chain-of-Thought Agents ICML
- 2023Dense and Aligned Captions (DAC) Promote Compositional Reasoning in VL Models NeurIPS
- KAIST컴퓨터 비전
오태현AMI Lab
관련 논문 2편비중 2%- 2026SplatReasoner: Enhancing Embodied Reasoning and Grounding by Novel View Synthesis ECCV
- 2023Multimodal Laughter Reasoning with Language Models ICCV
- SNU컴퓨터 비전
최종현MPR Lab
관련 논문 2편비중 5%- 2025Society of Mind Meets Real-Time Strategy: A Hierarchical Multi-Agent Framework for Strategic Reasoning COLM
- 2023Multi-level Compositional Reasoning for Interactive Instruction Following AAAI
- SNUAI 시스템
유승주CMA Lab
관련 논문 1편비중 6%- 2026LAQuant: A Simple Overhead-free Large Reasoning Model Quantization by Layer-wise Lookahead Loss NeurIPS
- SNU머신러닝
이원종DRL Lab
관련 논문 1편비중 4%- 2026Progressive Multimodal Search and Reasoning for Knowledge-Intensive Visual Question Answering ACL
- KU컴퓨터 비전
김상필Computer Vision Lab
관련 논문 2편비중 4%- 2024Enhanced Motion Forecasting with Visual Relation Reasoning ECCV
- 2024Higher-order Relational Reasoning for Pedestrian Trajectory Prediction CVPR
- KAIST머신러닝
문일철AAI Lab
관련 논문 1편비중 3%- 2026Lookahead Sample Reward Guidance for Test-Time Scaling of Diffusion Models ICML
- KAIST머신러닝
성영철SISReL
관련 논문 1편비중 3%- 2026Inject a turn, not a token: Learning where to redirect LLM reasoning for self-correction COLM
- POSTECH머신러닝
이재호EffL Lab
관련 논문 1편비중 3%- 2026Understanding the Effects of Distractors on Reasoning Vision-Language Models EMNLP
- SNU데이터 마이닝
강유Data Mining Lab
관련 논문 1편비중 2%- 2026TiRano: Tensorized Relation-aware Temporal Reasoning for Accurate Knowledge Graph Completion KDD
- SNUAI for Science
김선BHI Lab
관련 논문 1편비중 2%- 2026CAREPath: Semantic Context-Aware Reasoning Paths with Mechanism-Augmented Embeddings for Drug Repurposing Briefings in Bioinformatics
- SNUAI for Science
이동헌BiLab
관련 논문 1편비중 2%- 2026LongCXR-Agent: Query-Driven Tool Selection for Longitudinal Chest X-ray Reasoning MICCAI
- SNU머신러닝
이정우CML Lab
관련 논문 1편비중 2%- 2026DCGC: Draft-Conditioned Global Correction for Complex Reasoning with Masked Diffusion Models EMNLP
- KAIST머신러닝
이기민
관련 논문 1편비중 2%- 2026Learning Multi-View Spatial Reasoning from Cross-View Relations CVPR
- Yonsei컴퓨터 비전
전해곤Visual AI Lab
관련 논문 1편비중 2%- 2026Social Reasoning-Aware Trajectory Prediction via Multimodal Language Model TPAMI
- Yonsei머신러닝
한동준Edge AI Lab
관련 논문 1편비중 2%- 2026Bridging On-Device and Cloud LLMs for Collaborative Reasoning: A Unified Methodology for Local Routing and Post-Training ICML
- KAISTAI 시스템
김주영CAST Lab
관련 논문 1편비중 1%- 2026Cassandra: Enabling Reasoning LLMs at Edge via Self-Speculative Decoding ISCA
- KAIST컴퓨터 비전
노용만IVY Lab
관련 논문 1편비중 1%- 2026Emotion-Coherent Reasoning for Multimodal LLMs via Emotional Rationale Verifier AAAI
- KAIST데이터 마이닝
신기정Data Mining Lab
관련 논문 1편비중 1%- 2026Zero-Shot Tabular Learning via Hypergraph Reasoning with LLMs EMNLP
- KAISTAI for Science
예종철BISPL
관련 논문 1편비중 1%- 2026Dementia-R1: Reinforced Pretraining and Reasoning from Unstructured Clinical Notes for Real-World Dementia Prognosis EMNLP
- KAIST음성·오디오
정준선Multimodal AI Lab
관련 논문 1편비중 1%- 2026Hear you are: Teaching LLMs Spatial Reasoning with Vision and Spatial Sound CVPR
- KAIST컴퓨터 비전
주재걸DAVIAN Lab
관련 논문 1편비중 1%- 2026BankMathBench: A Benchmark for Numerical Reasoning in Banking Scenarios LREC
- Yonsei머신러닝
송경우MLAI Lab
관련 논문 1편비중 1%- 2026CURVE: Dynamic Cost-Accuracy Control for LLM Reasoning via Online Constrained Optimization ICML
- SNU인간-AI 상호작용
강민석
관련 논문 1편비중 5%- 2025SafePath: Preventing Harmful Reasoning in Chain-of-Thought via Early Alignment NeurIPS
- POSTECH데이터 마이닝
한욱신Data Systems Lab
관련 논문 1편비중 4%- 2025HELIOS: Harmonizing Early Fusion, Late Fusion, and LLM Reasoning for Multi-Granular Table-Text Retrieval ACL
- SNUAI for Science
김경수AIBL
관련 논문 1편비중 3%- 2025Token-Supervised Value Models for Enhancing Mathematical Problem-Solving Capabilities of Large Language Models ICLR
- KAIST컴퓨터 비전
성민혁Visual AI Group
관련 논문 1편비중 2%- 2025Perspective-Aware Reasoning in Vision-Language Models via Mental Imagery Simulation ICCV
- SNUAI 시스템
김재준VLSI Lab
관련 논문 1편비중 2%- 2025Reasoning Path Compression: Compressing Generation Trajectories for Efficient LLM Reasoning NeurIPS
- KUAI for Science
감태의Medical AI Lab
관련 논문 1편비중 1%- 2025Connecting the Knowledge Dots: Retrieval-augmented Knowledge Connection for Commonsense Reasoning EMNLP
- Yonsei컴퓨터 비전
이상훈Multi-dimensional Insight Lab
관련 논문 1편비중 2%- 2025Unveiling the Invisible: Reasoning Complex Occlusions Amodally with AURA ICCV
- SNU컴퓨터 비전
임종우RV Lab
관련 논문 1편비중 10%- 2024Fast Spatial Reasoning of Implicit 3D Maps through Explicit Near-Far Sampling Range Prediction IROS
- SNU머신러닝
이상학Causality Lab
관련 논문 1편비중 3%- 2024Causal Discovery with Deductive Reasoning: One Less Problem UAI
- SNU데이터 마이닝
강필성DSBA Lab
관련 논문 1편비중 2%- 2024FINALE : Finance Domain Instruction-Tuning Dataset with High-Quality Rationales via Chain-of-Thought Prompting IJCAI
- SNU인간-AI 상호작용
권가진CC Lab
관련 논문 1편비중 5%- 2023Does ChatGPT Comprehend the Place Value in Numbers When Solving Math Word Problems? AIED
- Yonsei자연어처리·LLM
한요섭TOC Lab
관련 논문 1편비중 2%- 2023ATHENA: Mathematical Reasoning with Thought Expansion EMNLP