Papers citing 'Inductive Representation Learning on Large Graphs'

Title
HSGM: Hierarchical Segment-Graph Memory for Scalable Long-Text Semantics Dong Liu Yanxuan Yu VLM 76 2 0 17 Sep 2025
Learning from Heterophilic Graphs: A Spectral Theory Perspective on the Impact of Self-Loops and Parallel Edges Kushal Bose Swagatam Das 96 0 0 16 Sep 2025
A Graph Machine Learning Approach for Detecting Topological Patterns in Transactional Graphs Francesco Zola Jon Ander Medina Andrea Venturi Amaia Gil Raul Orduna 85 0 0 16 Sep 2025
Unbiased Online Curvature Approximation for Regularized Graph Continual Learning Jie Yin Ke Sun Han Wu CLL 93 0 0 16 Sep 2025
Graph Homophily Booster: Rethinking the Role of Discrete Features on Heterophilic Graphs Ruizhong Qiu Ting-Wei Li Gaotang Li Hanghang Tong 110 1 0 16 Sep 2025
Draw a Portrait of Your Graph Data: An Instance-Level Profiling Framework for Graph-Structured Data Tianqi Zhao Russa Biswas Megha Khosla 72 0 0 15 Sep 2025
Drug Repurposing Using Deep Embedded Clustering and Graph Neural Networks Luke Delzer Robert Kroleski Ali AlShami Jugal Kalita 48 0 0 15 Sep 2025
Graph-Enhanced Retrieval-Augmented Question Answering for E-Commerce Customer SupportInternational Journal of Complexity in Applied Science and Technology (IJCAST), 2025 Piyushkumar Patel RALM 96 0 0 15 Sep 2025
Integrating Prior Observations for Incremental 3D Scene Graph Prediction M. R F. Igelbrink Martin Atzmueller 93 0 0 15 Sep 2025
SpaPool: Soft Partition Assignment Pooling for__Graph Neural NetworksInternational Conference on Data Warehousing and Knowledge Discovery (DaWaK), 2025 Rodrigue Govan Romane Scherrer Philippe Fournier-Viger Nazha Selmaoui-Folcher GNN 153 0 0 15 Sep 2025
Dynamic Relational Priming Improves Transformer in Multivariate Time Series Hunjae Lee Corey Clark AI4TS 76 0 0 15 Sep 2025
Quantum Graph Attention Networks: Trainable Quantum Encoders for Inductive Graph Learning Arthur M. Faria Mehdi Djellabi Igor O. Sokolov Savvas Varsamopoulos GNN 119 1 0 14 Sep 2025
GraphDerm: Fusing Imaging, Physical Scale, and Metadata in a Population-Graph Classifier for Dermoscopic Lesions Mehdi Yousefzadeh Parsa Esfahanian Sara Rashidifar Hossein Salahshoor Gavalan Negar Sadat Rafiee Tabatabaee Saeid Gorgin Dara Rahmati Maryam Daneshpazhooh MedIm 95 0 0 14 Sep 2025
No Mesh, No Problem: Estimating Coral Volume and Surface from Sparse Multi-View Images Diego Eustachio Farchione Ramzi Idoughi Peter Wonka 61 0 0 14 Sep 2025
On the Impact of Downstream Tasks on Sampling and Reconstructing Noisy Graph Signals Baskaran Sripathmanathan Xiaowen Dong M. Bronstein 92 0 0 13 Sep 2025
Why does your graph neural network fail on some graphs? Insights from exact generalisation error Nil Ayday Mahalakshmi Sabanayagam Debarghya Ghoshdastidar AI4CE 126 0 0 12 Sep 2025
Representation Learning on Large Non-Bipartite Transaction Networks using GraphSAGEWorkshop on Graph Based Representations in Pattern Recognition (GBRPR), 2025 Mihir Tare Clemens Rattasits Yiming Wu Euan Wielewski AI4TS GNN 125 1 0 12 Sep 2025
MoSE: Unveiling Structural Patterns in Graphs via Mixture of Subgraph Experts Junda Ye Zhongbao Zhang Li Sun Siqiang Luo 68 1 0 11 Sep 2025
CryptGNN: Enabling Secure Inference for Graph Neural Networks Pritam Sen Yao Ma Cristian Borcea 58 0 0 11 Sep 2025
ProgD: Progressive Multi-scale Decoding with Dynamic Graphs for Joint Multi-agent Motion Forecasting Xing Gao Zherui Huang Weiyao Lin Xiao Sun AI4CE 120 0 0 11 Sep 2025
Improving Greenland Bed Topography Mapping with Uncertainty-Aware Graph Learning on Sparse Radar Data Bayu Adhi Tama Homayra Alam Mostafa Cham Omar Faruque Jianwu Wang V. P Janeja 84 1 0 10 Sep 2025
Attention Maps in 3D Shape Classification for Dental Stage Estimation with Class Node Graph Attention Networks Barkin Buyukcakir Rocharles Cavalcante Fontenele Reinhilde Jacobs Jannick De Tobel Patrick Thevissen Dirk Vandermeulen P. Claes 3DPC MedIm 84 0 0 09 Sep 2025
BALI: Enhancing Biomedical Language Representations through Knowledge Graph and Language Model AlignmentAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Andrey Sakhovskiy E. Tutubalina 72 0 0 09 Sep 2025
TrajAware: Graph Cross-Attention and Trajectory-Aware for Generalisable VANETs under Partial Observations Xiaolu Fu Ziyuan Bao Eiman Kanjo 88 0 0 08 Sep 2025
Asynchronous Message Passing for Addressing Oversquashing in Graph Neural Networks Kushal Bose Swagatam Das 127 0 0 08 Sep 2025
PAC-Bayesian Generalization Bounds for Graph Convolutional Networks on Inductive Node Classification Huayi Tang Yong Liu GNN AI4CE 148 0 0 08 Sep 2025
Beyond the Pre-Service Horizon: Infusing In-Service Behavior for Improved Financial Risk Forecasting Senhao Liu Zhiyu Guo Zhiyuan Ji Yueguo Chen Yateng Tang Yunhai Wang Xuehao Zheng Xiang Ao 96 0 0 08 Sep 2025
Multimodal Fine-grained Context Interaction Graph Modeling for Conversational Speech Synthesis Zhenqi Jia Rui Liu Berrak Sisman Haizhou Li 76 0 0 07 Sep 2025
Exploring Urban Factors with Autoencoders: Relationship Between Static and Dynamic Features Ximena Pocco Waqar Hassan Karelia Salinas Vladimir Molchanov Luis G. Nonato 61 0 0 07 Sep 2025
Graph Unlearning: Efficient Node Removal in Graph Neural Networks Faqian Guan Tianqing Zhu Zhoutian Wang Wei Ren Wanlei Zhou MU 108 0 0 05 Sep 2025
Safeguarding Graph Neural Networks against Topology Inference Attacks Jie Fu Hong Yuan Zhili Chen Wendy Hui Wang AAML 119 0 0 05 Sep 2025
RapidGNN: Energy and Communication-Efficient Distributed Training on Large-Scale Graph Neural Networks Arefin Niam T. Kosar M. S. Q. Z. Nine GNN 76 0 0 05 Sep 2025
Decoupled Entity Representation Learning for Pinterest Ads RankingACM Conference on Recommender Systems (RecSys), 2025 Jie Liu Y. Li Jiankai Sun Kungang Li Han Sun ... Zhifang Liu Haoyang Li Siping Ji Ling Leng Prathibha Deshikachar 104 0 0 04 Sep 2025
KGBERT4Eth: A Feature-Complete Transformer Powered by Knowledge Graph for Multi-Task Ethereum Fraud Detection Yifan Jia Ye Tian Liguo Zhang Yanbin Wang Jianguo Sun Liangliang Song 97 0 0 04 Sep 2025
Explicit and Implicit Data Augmentation for Social Event DetectionAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Congbo Ma Yuxia Wang J. Wu Jian Yang Jing Du Zitai Qiu Qing Li Hu Wang Preslav Nakov 114 1 0 04 Sep 2025
LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph EmbeddingIEEE Transactions on Information Forensics and Security (TIFS), 2025 Yifan Jia Yanbin Wang Jianguo Sun Ye Tian Peng Qian 108 3 0 04 Sep 2025
Exploring a Graph-based Approach to Offline Reinforcement Learning for Sepsis Treatment Taisiya Khakharova Lucas Sakizloglou Leen Lambers OffRL GNN AI4CE 88 0 0 03 Sep 2025
HiGraph: A Large-Scale Hierarchical Graph Dataset for Malware Analysis Han Chen Hanchen Wang Hongmei Chen Ying Zhang Lu Qin Wenjie Zhang 65 0 0 02 Sep 2025
A Composite-Loss Graph Neural Network for the Multivariate Post-Processing of Ensemble Weather Forecasts Mária Lakatos 90 0 0 02 Sep 2025
What Expressivity Theory Misses: Message Passing Complexity for GNNs Niklas Kemper Tom Wollschlager Stephan Günnemann 166 0 0 01 Sep 2025
Flow Matters: Directional and Expressive GNNs for Heterophilic Graphs Arman Gupta Govind Waghmare Gaurav Oberoi Nitish Srivastava 64 0 0 31 Aug 2025
Task-Aware Adaptive Modulation: A Replay-Free and Resource-Efficient Approach For Continual Graph Learning Jingtao Liu Xinming Zhang 80 0 0 31 Aug 2025
An Efficient GNNs-to-KANs Distillation via Self-Attention Dynamic Sampling with Potential for Consumer Electronics Edge Deployment Can Cui Zilong Fu Penghe Huang Yuanyuan Li Wu Deng Dongyan Li 77 0 0 30 Aug 2025
ATM-GAD: Adaptive Temporal Motif Graph Anomaly Detection for Financial Transaction Networks Zeyue Zhang Lin Song Erkang Bao Xiaoling Lv Xinyue Wang AI4TS MLAU AIFin 152 0 0 28 Aug 2025
Local Virtual Nodes for Alleviating Over-Squashing in Graph Neural Networks Tuğrul Hasan Karabulut İnci M. Baytaş 68 0 0 28 Aug 2025
A Graph Talks, But Who's Listening? Rethinking Evaluations for Graph-Language Models Soham Petkar Hari Aakash K Anirudh Vempati Akshit Sinha Ponnurangam Kumarauguru Chirag Agarwal 120 1 0 28 Aug 2025
Turning Tabular Foundation Models into Graph Foundation Models Dmitry Eremeev Gleb Bazhenov Oleg Platonov Artem Babenko Liudmila Prokhorenkova LMTD AI4CE 239 6 0 28 Aug 2025
GSTBench: A Benchmark Study on the Transferability of Graph Self-Supervised Learning Yu Song Zhigang Hua Yan Xie Jingzhe Liu Bo Long Hui Liu SSL 124 0 0 28 Aug 2025
Multi-View Graph Convolution Network for Internal Talent Recommendation Based on Enterprise Emails Soo Hyun Kim Jang-Hyun Kim 68 0 0 28 Aug 2025
Multiscale Graph Neural Network for Turbulent Flow-Thermal Prediction Around a Complex-Shaped Pin-Fin Riddhiman Raut Evan M. Mihalko A. Basak AI4CE 68 0 0 28 Aug 2025