관련 연구실
등급은 학회·저널 분류이며 연구실 순위가 아닙니다.
- KAIST데이터 마이닝
신기정Data Mining Lab
관련 논문 42편비중 46%연구 분야에 명시- 2026Four-Set Hypergraphlets for Characterization of Directed Hypergraphs IEEE TKDE
- 2026Rethinking Contrastive Learning for Graph Collaborative Filtering: Limitations and A Simple Remedy ICML
- 2026Zero-Shot Tabular Learning via Hypergraph Reasoning with LLMs EMNLP
- KAIST데이터 마이닝
박찬영DSAIL
관련 논문 31편비중 32%연구 분야에 명시- 2026Chasing Label Shifters: A Change-Aware Framework for Dynamic Graph Node Classification NeurIPS
- 2026DefaultGNN: A Dual-Perspective GNN Framework for Predicting Corporate Default from Buyer-Seller Transaction Networks CIKM
- 2026PULSE: Socially-Aware User Representation Modeling Toward Parameter-Efficient Graph Collaborative Filtering WWW
- KAIST데이터 마이닝
황지영Big Data Intelligence Lab
관련 논문 16편비중 76%연구 분야에 명시- 2026Ask KG Agent: A Multi-Agent Framework for Code Localization Using Code and Knowledge Graphs NeurIPS
- 2026FIETA: Few-Shot Inductive Knowledge Graph Completion via Task-Aware Graph Neural Networks CIKM
- 2026Generative Representation Learning on Hyper-relational Knowledge Graphs via Masked Discrete Diffusion ICML
- SNU데이터 마이닝
유재민Data AI Lab
관련 논문 14편비중 52%연구 분야에 명시- 2026PULSE: Socially-Aware User Representation Modeling Toward Parameter-Efficient Graph Collaborative Filtering WWW
- 2026View Space: Learning Representation across Arbitrary Graphs ICML
- 2026A Probabilistic Circuit Framework for Interpretable Graph PU Learning UAI
- SNU데이터 마이닝
강유Data Mining Lab
관련 논문 13편비중 20%연구 분야에 명시- 2026Dual-level Reweighting for Positive-Unlabeled Graph Classification WWW
- 2026Robust Node Classification via Noise-robust Views and Prototype Relabeling CIKM
- 2026Sipu: Accurate Graph-based Positive-Unlabeled Learning under Heterophily CIKM
- POSTECH머신러닝
김동우, 옥정슬, 박상돈, 박은혁ML Lab
관련 논문 17편비중 14%연구 분야에 명시- 2026Posterior Label Smoothing for Node Classification AAAI
- 2026Transductive Generalization for GNNs via Optimal Transport NeurIPS
- 2025Delving into Instance-Dependent Label Noise in Graph Data: A Comprehensive Study and Benchmark KDD
- SNUAI 시스템
이진호AISys Lab
관련 논문 9편비중 23%연구 분야에 명시- 2026TopGQ: Fast GNN Post-Training Quantization Leveraging Topology Information DAC
- 2026GriNNder: Breaking the Memory Capacity Wall in Full-Graph GNN Training with Storage Offloading MLSys
- 2025AGIS: Fast Approximate Graph Pattern Mining with Structure-Informed Sampling VLDB
- Yonsei데이터 마이닝
이경호ICL
관련 논문 7편비중 28%연구 분야에 명시- 2026LLMs as Knowledge Graph Refiners: Mitigating Factual Inconsistencies in Generative Knowledge Extraction ACL
- 2026RPO-RAG: Aligning Small LLMs with Relation-aware Preference Optimization for Knowledge Graph Question Answering WWW
- 2026PlanQA: A Plan-Execute-Reason Framework for Knowledge Graph Question Answering Using Large Language Models Expert Systems with Applications
- POSTECH데이터 마이닝
한욱신Data Systems Lab
관련 논문 7편비중 25%연구 분야에 명시- 2026FAILURE IS FEEDBACK: History-Aware Backtracking for Agentic Traversal in Multimodal Graphs ICML
- 2026TurboLynx: Schemaless Graph Engine Strikes Back for General-Purpose Analytics VLDB
- 2026TurboLynx in Action: A Schemaless Graph Engine for General-Purpose Analytics VLDB
- Yonsei머신러닝
조성배SCLAB
관련 논문 13편비중 18%- 2026Are Graph Transformers Necessary? Efficient Long-Range Message Passing with Fractal Nodes in MPNNs AAAI
- 2026Graph Representation Learning with Laplacian Pyramid Residuals for Graph Classification PAKDD
- 2026Subgraph Plug-in Boosts up Graph Neural Networks PAKDD
- SNU데이터 마이닝
박현우DIAL Lab
관련 논문 6편비중 16%연구 분야에 명시- 2026From Text to Structure: The PACKaGE Benchmark for Bidirectional Causal Reasoning in Paragraphs and Graphs EMNLP
- 2026InteractiveKG: Transparent and User-Controllable Knowledge Graph Reasoning PacificVis
- 2026Domain-Prior-Regularized Graph Modeling for Anomaly Detection in Cyber-Physical Systems ICML
- POSTECHAI for Science
김원화, 류일우MIP Lab
관련 논문 12편비중 16%- 2026A Variational Mean-Field Control Framework for Graph Representation Learning TPAMI
- 2026Learning Multi-Scale Hypergraph for High-Order Brain Connectivity Analysis ICML
- 2025Conditional Graph Diffusion with Topological Constraints for Brain Network Generation MICCAI
- KAIST데이터 마이닝
박노성BigDyL
관련 논문 10편비중 14%- 2026Are Graph Transformers Necessary? Efficient Long-Range Message Passing with Fractal Nodes in MPNNs AAAI
- 2026Graph Signal Processing Meets Mamba2: Adaptive Filter Bank via Delta Modulation ICLR
- 2026Learning Posterior Predictive Distributions for Node Classification from Synthetic Graph Priors ICLR
- KAIST컴퓨터 비전
김현우MLV Lab
관련 논문 5편비중 7%연구 분야에 명시- 2026HyperGraphPro: Progress-Aware Reinforcement Learning for Structure-Guided Hypergraph RAG NeurIPS
- 2025Deformable Graph Transformer TPAMI
- 2024Generative Subgraph Retrieval for Knowledge Graph–Grounded Dialog Generation EMNLP
- SNUAI for Science
김선BHI Lab
관련 논문 9편비중 15%- 2026Predicting Therapeutic Outcome via Aligning Patient-Specific Knowledge Graph and Gene-Level Perturbation Representations BioKDD
- 2025LLM-Integrated Representative Path Selection for Context-Aware Drug Repurposing on Biomedical Knowledge Graphs NeurIPS
- 2024Improving Out-of-Distribution Generalization in Graphs via Hierarchical Semantic Environments CVPR
- KUAI for Science
감태의Medical AI Lab
관련 논문 6편비중 8%- 2026Brain Topology-Driven Graph Structure Learning for Functional Brain Network-Based Major Depressive Disorder Diagnosis ISBI
- 2026Subject-Adaptive Multi-Subgraph Framework for Brain Graph Out-of-Distribution Generalization IEEE SMC
- 2025Hybrid Local-Global GNN for Protein Binding Interface Prediction via Ensemble Learning ICEIC
- KAIST머신러닝
안성수SPML Lab
관련 논문 8편비중 17%- 2025ReBind: Enhancing Ground-state Molecular Conformation Prediction via Force-Based Graph Rewiring ICLR
- 2024A Simple and Scalable Representation for Graph Generation ICLR
- 2024EPIC: Graph Augmentation with Edit Path Interpolation via Learnable Cost IJCAI
- Yonsei머신러닝
송경우MLAI Lab
관련 논문 5편비중 6%- 2026EPLKG: Efficient Prompt Learning with Knowledge Graph PAKDD
- 2026Graph Perceiver IO: A General Architecture for Graph-Structured Data Pattern Recognition
- 2024Dirichlet Stochastic Weights Averaging for Graph Neural Networks Applied Intelligence
- SNU데이터 마이닝
장준기
관련 논문 1편비중 7%연구 분야에 명시- 2026ProgNet: Program-Grounded Evidence Composition for Interpretable Graph Classification KDD
- SNU로보틱스
오성회Robot Learning Lab
관련 논문 5편비중 12%- 2025Language-Guided Hierarchical Planning with Scene Graphs for Tabletop Object Rearrangement IROS
- 2025Multi-Agent Tsallis Actor-Critic for Autonomous Vehicle Fleet Coordination on Road Graph Networks ICCAS
- 2024Commonsense-Aware Object Value Graph for Object Goal Navigation IEEE RA-L
- SNU자연어처리·LLM
조요한
관련 논문 4편비중 7%- 2026In-N-Out: A Parameter-Level API Graph Dataset for Tool Agents TACL
- 2026Think Like a Doctor: Conversational Diagnosis through the Exploration of Diagnostic Knowledge Graphs TACL
- 2023FactKG: Fact Verification via Reasoning on Knowledge Graphs ACL
- KAISTAI for Science
김우연Intelligent Chemistry Lab
관련 논문 4편비중 11%- 2025Discrete Diffusion Schrödinger Bridge Matching for Graph Transformation ICLR
- 2025HepatoToxicity Portal (HTP): an integrated database of drug-induced hepatotoxicity knowledgebase and graph neural network-based prediction model Journal of Cheminformatics
- 2025Facilitating Transition State Search with Minimal Conformational Sampling Using Reaction Graph J. Chem. Theory Comput
- KAIST머신러닝
양은호MLI Lab
관련 논문 4편비중 5%- 2026Bringing Real-World Relations into Video Generation with Graph-Structured Knowledge ACL
- 2025ReBind: Enhancing Ground-state Molecular Conformation Prediction via Force-Based Graph Rewiring ICLR
- 2025Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy AAAI
- Yonsei컴퓨터 비전
황성재MICV Lab
관련 논문 3편비중 7%- 2026Delaunay Canopy: Building Wireframe Reconstruction from Airborne LiDAR Point Clouds via Delaunay Graph ECCV
- 2026Rethinking Graph Convolution for 2D-to-3D Hand Pose Lifting CVPR
- 2025Distilling Spectral Graph for Object-Context Aware Open-Vocabulary Semantic Segmentation CVPR
- SNU인간-AI 상호작용
서진욱Human-Computer Interaction Lab
관련 논문 3편비중 5%- 2026Readability vs. Faithfulness: Unveiling Correlations between Graph Aesthetics and DR Quality EuroVis Workshop
- 2026Seeing Graphs Like Humans: Benchmarking Computational Measures and MLLMs for Similarity Assessment Information Visualization
- 2025Can VLMs Assess Similarity Between Graph Visualizations? PacificVis Poster
- KAIST머신러닝
윤세영OSI Lab
관련 논문 4편비중 3%- 2026MolHIT: Advancing Molecular-Graph Generation with Hierarchical Discrete Diffusion Models NeurIPS
- 2025A Mutual Information-Based Framework for Enhancing Graph Neural Networks on Heterophily IEEE Access
- 2024Non-backtracking Graph Neural Networks TMLR
- KU컴퓨터 비전
김동현UTL Lab
관련 논문 4편비중 9%- 2025RA-SGG: Retrieval-Augmented Scene Graph Generation Framework via Multi-Prototype Learning AAAI
- 2025Weakly Supervised Video Scene Graph Generation via Natural Language Supervision ICLR
- 2024Adaptive Self-training Framework for Fine-grained Scene Graph Generation ICLR
- KAISTAI for Science
최윤재
관련 논문 4편비중 6%- 2026HiddenPathQA: A Benchmark for Knowledge Graph Question Answering When Questions Hide Their Paths NeurIPS
- 2025R2-KG: General-Purpose Dual-Agent Framework for Reliable Reasoning on Knowledge Graphs IJCNLP-AACL Findings
- 2023FactKG: Fact Verification via Reasoning on Knowledge Graph ACL
- KAIST로보틱스
박대형RIRO Lab
관련 논문 3편비중 20%- 2026SuReNav: Superpixel Graph-based Constraint Relaxation for Navigation in Over-constrained Environments ICRA
- 2024Graph-based 3D Collision-distance Estimation Network with Probabilistic Graph Rewiring ICRA
- 2023SGGNet2: Speech-Scene Graph Grounding Network for Speech-guided Navigation RO-MAN
- SNU음성·오디오
이교구MARG
관련 논문 4편비중 5%- 2025Reverse Engineering of Music Mixing Graphs with Differentiable Processors and Iterative Pruning Journal of the Audio Engineering Society
- 2024GRAFX: An Open-Source Library for Audio Processing Graphs in PyTorch DAFx
- 2024Searching for Music Mixing Graphs: A Pruning Approach DAFx
- KU컴퓨터 비전
김상필Computer Vision Lab
관련 논문 3편비중 5%- 2026M3KG-RAG: Multi-hop Multimodal Knowledge Graph-enhanced Retrieval-Augmented Generation CVPR
- 2024Bridging the Domain Gap by Clustering-based Image-Text Graph Matching ICPR
- 2024Self-Supervised Multimodal Graph Convolutional Network for Collaborative Filtering Information Sciences
- Yonsei데이터 마이닝
박상현DELAB
관련 논문 3편비중 6%- 2025Efficient Approximate Nearest Neighbor Search via Data-AdaptiveParameter Adjustment in Hierarchical Navigable Small Graphs DATE
- 2025TheProtein: Evolutionarily Informed Graph-Surface Protein Representation BIBM
- 2024DrDiff: Drug Response Prediction Through Controllable Diffusion-GE and Graph Attention Network ECAI
- SNU인간-AI 상호작용
서봉원Human Centered Computing Lab
관련 논문 4편비중 8%- 2024LEX-GNN: Label-Exploring Graph Neural Network for Accurate Fraud Detection CIKM
- 2024HopLearn: Leveraging Multi-Hop Neighbors and Learnable Parameters for GNNs with Missing Node Features Lecture Notes in Computer Science
- 2024SymphoNEI: Symphony of Node and Edge Inductive Representations on Large Heterophilic Graphs Lecture Notes in Computer Science
- SNUAI 시스템
서지원Machine Learning Systems Lab
연구 분야에 명시 - SNU컴퓨터 비전
이준석VIP Lab
관련 논문 3편비중 5%- 2025Graph Spectral Filtering with Chebyshev Interpolation for Recommendation SIGIR
- 2025ReducedGCN: Learning to Adapt Graph Convolution for Top-N Recommendation PAKDD
- 2024Content-based Graph Reconstruction for Cold-start item recommendation SIGIR
- KAIST컴퓨터 비전
김태균CV & Learning Lab
관련 논문 3편비중 9%- 2025BP-SGCN: Behavioral Pseudo-Label Informed Sparse Graph Convolution Network for Pedestrian and Heterogeneous Trajectory Prediction IEEE TNNLS
- 2024Hand-Object Reconstruction via Interaction-aware Graph Attention Mechanism ICIP
- 2024Temporally enhanced graph convolutional network for hand tracking from an egocentric camera Virtual Reality
- KU머신러닝
김성웅, 임성빈AGI Lab
관련 논문 2편비중 6%- 2026Plan-and-Verify Video Reward Reasoning with Spatio-Temporal Scene Graph Grounding EMNLP
- 2025Mol-LLM: Multimodal Generalist Molecular LLM with Improved Graph Utilization NeurIPS
- KAIST컴퓨터 비전
홍승훈Vision and Learning Lab
관련 논문 2편비중 5%- 2026Flock: A Knowledge Graph Foundation Model via Learning on Random Walks ICLR
- 2025Revisiting Random Walks for Learning on Graphs ICLR
- YonseiAI 시스템
김영석HPCP Lab
관련 논문 3편비중 11%- 2024CR2: Community-aware Compressed Regular Representation for Graph Processing on a GPU ICPP
- 2024GraNNDis: Fast Distributed Graph Neural Network Training Framework for Multi-Server Clusters PACT
- 2023SGCN: Exploiting Compressed-Sparse Features in Deep Graph Convolutional Network Accelerators HPCA
- KAIST머신러닝
이주호SIML Lab
관련 논문 3편비중 4%- 2024Spear and shield: adversarial attacks and defense methods for model-based link prediction on continuous-time dynamic graphs AAAI
- 2024Learning dynamic brain connectome with graph transformers for psychiatric diagnosis classification ISBI
- 2023Large-scale graph representation learning of dynamic brain connectome with transformers NeurIPS
- KU머신러닝
이성환PRML Lab
관련 논문 3편비중 2%- 2024Unknown-Aware Graph Regularization for Robust Semi-Supervised Learning from Uncurated Data AAAI
- 2024Edge Conditional Node Update Graph Neural Network for Multi-variate Time Series Anomaly Detection Information Sciences
- 2023Learning Spatiotemporal Graph Representations for Visual Perception using EEG Signals IEEE TNSRE
- KAIST머신러닝
정혜원IIDS Lab
관련 논문 3편비중 13%- 2024Exact Graph Matching in Correlated Gaussian-Attributed Erdos-Renyi Model ISIT
- 2023Efficient Algorithms for Exact Graph Matching on Correlated Stochastic Block Models with Constant Correlation ICML
- 2023Graph Matching in Correlated Stochastic Block Models for Improved Graph Clustering Allerton
- SNU머신러닝
장병탁BI Lab
관련 논문 2편비중 3%- 2025INQUIRER: Harnessing internal knowledge graphs for video question generation Knowledge-Based Systems
- 2024Decomposing the Configuration of an Articulated Object via Graph Neural Network CoRL
- POSTECH음성·오디오
서영주AIoT Lab
관련 논문 2편비중 6%- 2025A Wi-Fi Fingerprinting Indoor Localization Framework Using Feature-Level Augmentation via Variational Graph Auto-Encoder Electronics
- 2023GConvLoc: WiFi Fingerprinting-Based Indoor Localization using Graph Convolutional Networks IEICE Transactions on Information and Systems
- SNUAI 시스템
성효진CODE Lab
관련 논문 1편비중 8%- 2026PLUG: Processing-in-memory LUT Gathering for Graph ANNS IEEE Computer Architecture Letters
- POSTECH컴퓨터 비전
김광인MLV Group
관련 논문 1편비중 8%- 2026HInT: Hypergraph infusion at the structural layers improves table understanding ICML
- KAIST컴퓨터 비전
김승욱GLOW Lab
관련 논문 1편비중 7%- 2026Connecting the Objects: Relational Occlusion Graphs for Amodal Segmentation Pattern Recognition Letters
- SNU머신러닝
홍영준MLSC Lab
관련 논문 2편비중 6%- 2024Simple arithmetic operation in latent space can generate a novel three dimensional graph metamaterials npj Computational Materials
- 2024A novel physics-aware graph networks using high-order numerical methods in weather forecasting model Knowledge-Based Systems
- KU자연어처리·LLM
정우환Autonomous AI Lab
관련 논문 1편비중 6%- 2026Trajectory-Aware Clinical Risk Prediction via Severity-Grounded Knowledge Graphs and Retrieval-Augmented Generation KDD
- SNU인간-AI 상호작용
권가진CC Lab
관련 논문 1편비중 5%- 2026MF-EDM: Graph-based Multimodal Fusion and Emotional Dynamics Modeling for Emotion Recognition in Conversation INTERSPEECH
- POSTECH머신러닝
박상돈Trustworthy ML Lab
관련 논문 1편비중 5%- 2026Transductive Generalization for GNNs via Optimal Transport NeurIPS
- SNUAI for Science
이승근
관련 논문 1편비중 4%- 2026SNACK: A Sequential Notation Framework for Probabilistic Graph Generation NeurIPS
- KU음성·오디오
김찬우SLPL
관련 논문 1편비중 4%- 2026HiGraph: Explicit Discrepancy Reasoning with Hierarchical Graph Propagation for Joint Pronunciation Assessment EMNLP Findings
- KAIST머신러닝
김희영Engineering Data Science Lab
관련 논문 1편비중 3%- 2026Knowledge-Assisted Multi-Graph Dependency Learning for Multivariate Time Series Anomaly Detection in Multi-Stage Industrial Processes IEEE TASE
- SNU머신러닝
오민환
관련 논문 1편비중 2%- 2026SNACK: A Sequential Notation Framework for Probabilistic Graph Generation NeurIPS
- SNU머신러닝
이정우CML Lab
관련 논문 1편비중 2%- 2026Learning graph based individual intrinsic reward for multi-agent reinforcement learning ICT Express
- KAIST자연어처리·LLM
오혜연U&I Lab
관련 논문 2편비중 3%- 2024Translating Subgraphs to Nodes Makes Simple GNNs Strong and Efficient for Subgraph Representation Learning ICML
- 2024Multi-hop Database Reasoning with Virtual Knowledge Graph KaLLM
- KAIST컴퓨터 비전
김준모SIIT Lab
관련 논문 1편비중 1%- 2026VGGT-Bridge: Beyond Sequential Pose Graphs via Coarse-Stride Skip Edges ACCV
- KAIST컴퓨터 비전
윤국진VI Lab
관련 논문 1편비중 1%- 2026SRA: Spatial Reasoning Adapter via Evolving Social Interaction Graphs for Trajectory Prediction NeurIPS
- POSTECH자연어처리·LLM
이근배, 김형훈NLP Lab
관련 논문 1편비중 1%- 2026Ontology-Free General-Domain Knowledge Graph-to-Text Generation Dataset Synthesis using Large Language Model ACL
- KUAI for Science
석흥일Machine Intelligence Lab
관련 논문 2편비중 4%- 2024Prototype-Guided Contrastive Knowledge Graph Representation Learning for Diagnosis Prediction ICPRAI
- 2023Spatiotemporal graph neural networks for predicting mid-to-long-term PM2.5 concentrations Journal of Cleaner Production
- KAIST머신러닝
황성주MLAI Lab
관련 논문 2편비중 2%- 2024Graph Generation with Diffusion Mixture ICML
- 2023Direct Fact Retrieval from Knowledge Graphs without Entity Linking ACL
- YonseiAI for Science2026 업데이트 중
남호정BIIL
관련 논문 1편비중 8%- 2025KG-SLomics: Cancer Type-Specific Synthetic Lethality Prediction Using Knowledge Graph and Multiomics Integrated Graph Neural Network IEEE TCBB
- Yonsei컴퓨터 비전
이종석MCML Group
관련 논문 2편비중 6%- 2023ViPLO: Vision transformer based pose-conditioned self-loop graph for human-object interaction detection CVPR
- 2023Enhancing graph structures for node classification: an alternative view on adversarial attacks IEEE SMC
- SNU자연어처리·LLM
이재윤SKI-ML Lab
관련 논문 1편비중 4%- 2025GraphCheck: Multi-Path Fact-Checking with Entity-Relationship Graphs EMNLP Findings
- KAIST머신러닝
박진규System Intelligence Lab
관련 논문 2편비중 4%- 2023Learning Efficient Surrogate Dynamic Models with Graph Spline Networks NeurIPS
- 2023Learning Multivariate Hawkes Process via Graph Recurrent Neural Network KDD
- SNUAI 시스템
이재욱ARC Lab
관련 논문 1편비중 3%- 2025Angular Distance-Guided Neighbor Selection for Graph-Based Approximate Nearest Neighbor Search WWW
- KAIST로보틱스
금동석AXE Lab
관련 논문 1편비중 3%- 2025InstaGraM: Instance-level Graph Modelingfor Vectorized HD Map Learning IEEE T-ITS
- POSTECH머신러닝
이재호EffL Lab
관련 논문 1편비중 3%- 2025On the Internal Representations of Graph Metanetworks ICLR
- Yonsei데이터 마이닝
장백철ANDLab
관련 논문 1편비중 3%- 2025Forecasting epidemic spread with recurrent graph gate fusion transformers IEEE JBHI
- SNU컴퓨터 비전
이경무, 한보형CV Lab
관련 논문 1편비중 1%- 2025Fine-Grained Video Captioning through Scene Graph Consolidation ICML
- KAIST인간-AI 상호작용
김주호KIXLAB
관련 논문 1편비중 1%- 2025PlanTogether: Facilitating AI Application Planning Using Information Graphs and Large Language Models CHI
- KAIST머신러닝
신진우ALIN Lab
관련 논문 2편비중 2%- 2023Diffusion Probabilistic Models for Structured Node Classification NeurIPS
- 2023Imitating Graph-Based Planning with Goal-Conditioned Policies ICLR
- KAIST컴퓨터 비전
윤성의SGVR Lab
관련 논문 1편비중 2%- 2025Enhancing Visual Re-ranking through Denoising Nearest Neighbor Graph via Continuous CRF ICIP
- Yonsei자연어처리·LLM
여진영Language & AGI Lab
관련 논문 1편비중 2%- 2025LLM Meets Scene Graph: Can Large Language Models Understand and Generate Scene Graphs? A Benchmark and Empirical Study ACL
- Yonsei로보틱스
김태리로봇 지능 및 상호작용 연구실
관련 논문 1편비중 13%- 2024Modeling social interaction dynamics using temporal graph networks RO-MAN
- SNU로보틱스
박종우FCP Robotics Lab
관련 논문 1편비중 5%- 2024Graph Geometry-Preserving Autoencoders ICML
- SNUAI 시스템
엄현상DCS Lab
관련 논문 1편비중 4%- 2024ScaleDFS: Accelerating Decentralized and Private File Sharing via Scaling Directed Acyclic Graph Processing HPDC
- KAISTAI 시스템
한동수INA Lab
관련 논문 1편비중 4%- 2024Graph Neural Network-based SLO-aware Proactive Resource Autoscaling Framework for Microservices IEEE/ACM ToN
- POSTECH머신러닝2026 업데이트 중
안희갑Algorithms Lab
관련 논문 1편비중 4%- 2024A linear-time algorithm for the center problem in weighted cycle graphs Information Processing Letters
- Yonsei로보틱스
이용현RoPhi Lab
관련 논문 1편비중 5%- 2024Graph Geometry-Preserving Autoencoders ICML
- SNU자연어처리·LLM
정교민MI Lab
관련 논문 1편비중 1%- 2024MP2D: An Automated Topic Shift Dialogue Generation Framework Leveraging Knowledge Graphs EMNLP
- KAIST자연어처리·LLM
서민준LK Lab
관련 논문 1편비중 2%- 2024Hierarchical Deconstruction of LLM Reasoning: A Graph-Based Framework for Analyzing Knowledge Utilization EMNLP
- KAIST자연어처리·LLM
임경태MLP Lab
관련 논문 1편비중 3%- 2024BOK-VQA: Bilingual Outside Knowledge-based Visual Question Answering via Graph Representation Pretraining AAAI
- KU자연어처리·LLM
이상근Data Intelligence Lab
관련 논문 1편비중 3%- 2024Coconut: Contextualized Commonsense Unified Transformers for Graph-Based Commonsense Augmentation of Language Models ACL Findings
- SNU머신러닝
윤성로AI Lab
관련 논문 1편비중 1%- 2024Mass Spectra Prediction with Structural Motif-based Graph Neural Networks Scientific Reports
- KAISTAI for Science
예종철BISPL
관련 논문 1편비중 1%- 2024Patch-Wise Graph Contrastive Learning for Image Translation AAAI
- SNU머신러닝
송현오Machine Learning Lab
관련 논문 1편비중 6%- 2023Neural Relation Graph: A Unified Framework for Identifying Label Noise and Outlier Data NeurIPS
- SNUAI 시스템
유승주CMA Lab
관련 논문 1편비중 6%- 2023Retrospective: A Scalable Processing-in-Memory Accelerator for Parallel Graph Processing ISCA
- SNUAI 시스템
이창건RUBIS Lab
관련 논문 1편비중 6%- 2023RIANet++: Road Graph and Image Attention Networks for Robust Urban Autonomous Driving under Road Changes IEEE RA-L
- SNU자연어처리·LLM
도재영AIDAS Lab
관련 논문 1편비중 3%- 2023Accelerating Large-Scale Graph-Based Nearest Neighbor Search on a Computational Storage Platform IEEE Transactions on Computers
- SNUAI 시스템
안정호SCALable Computer Architecture Lab
관련 논문 1편비중 2%- 2023GraNDe: Efficient Near-Data Processing Architecture for Graph Neural Networks IEEE Transactions on Computers
- KAISTAI 시스템
유민수VIA Research Group
관련 논문 1편비중 4%- 2023GROW: A Row-Stationary Sparse-Dense GEMM Accelerator for Memory-Efficient Graph Convolutional Neural Networks HPCA
- KAIST데이터 마이닝
이재길Data Mining Lab
관련 논문 1편비중 3%- 2023MG-TAR: Multi-view Graph Convolutional Networks for Traffic Accident Risk Prediction IEEE T-ITS
- YonseiAI 시스템
김상엽EASY Lab
관련 논문 1편비중 2%- 2023GPPU: A 330.4-µJ/task Neural Path Planning Processor with Hybrid GNN Acceleration for Autonomous 3D Navigation VLSI Symposium
- POSTECH컴퓨터 비전
곽수하, 조민수, 손진희CV Lab
관련 논문 1편비중 1%- 2023Devil's on the Edges: Selective Quad Attention for Scene Graph Generation CVPR
- KU자연어처리·LLM
임희석NLP&AI Lab
관련 논문 1편비중 1%- 2023Knowledge Graph-Augmented Korean Generative Commonsense Reasoning ICML