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Inductive Representation Learning on Large Graphs

Neural Information Processing Systems (NeurIPS), 2017

7 June 2017

Papers citing "Inductive Representation Learning on Large Graphs"

50 / 6,260 papers shown

Title
Echoless Label-Based Pre-computation for Memory-Efficient Heterogeneous Graph Learning Jun Hu Shangheng Chen Yufei He Yuan N. Li Bryan Hooi Bingsheng He 31 0 0 14 Nov 2025
A Systematic Study of Model Extraction Attacks on Graph Foundation Models Haoyan Xu Ruizhi Qian Jiate Li Yushun Dong Minghao Lin ... Qinghua Liu Junhao Dong Ruopeng Huang Yue Zhao Mengyuan Li AAML 66 0 0 14 Nov 2025
Beyond the Laplacian: Interpolated Spectral Augmentation for Graph Neural Networks Ziyao Cui Edric Tam 124 0 0 14 Nov 2025
GraphSB: Boosting Imbalanced Node Classification on Graphs through Structural Balance Chaofan Zhu Xiaobing Rui Zhixiao Wang 219 0 0 13 Nov 2025
HiLoMix: Robust High- and Low-Frequency Graph Learning Framework for Mixing Address Association X. Tu Tiantian Duan Shuyi Miao Hanwen Zhang Yi Sun 96 0 0 11 Nov 2025
BDD2Seq: Enabling Scalable Reversible-Circuit Synthesis via Graph-to-Sequence Learning Mingkai Miao Jianheng Tang Guangyu Hu Hongce Zhang 164 0 0 11 Nov 2025
Enhancing Logical Expressiveness in Graph Neural Networks via Path-Neighbor Aggregation Han Yu Xiaojuan Zhao Aiping Li Kai Chen Ziniu Liu Zhichao Peng 220 0 0 11 Nov 2025
Generalizable Insights for Graph Transformers in Theory and Practice Timo Stoll Luis Muller Christopher Morris 113 0 0 11 Nov 2025
Leveraging the Power of AI and Social Interactions to Restore Trust in Public Polls Amr Akmal Abouelmagd Amr Hilal 36 0 0 10 Nov 2025
On Stealing Graph Neural Network Models Marcin Podhajski Jan Dubiñski Franziska Boenisch Adam Dziedzic Agnieszka Pregowska Tomasz Michalak 258 0 0 10 Nov 2025
MG-HGNN: A Heterogeneous GNN Framework for Indoor Wi-Fi Fingerprint-Based Localization Yibu Wang Zhaoxin Zhang Ning Li Xinlong Zhao Dong Zhao Tianzi Zhao 28 0 0 10 Nov 2025
Beyond Fixed Depth: Adaptive Graph Neural Networks for Node Classification Under Varying Homophily Asela Hevapathige Asiri Wijesinghe Ahad N. Zehmakan 80 1 0 10 Nov 2025
CGLE: Class-label Graph Link Estimator for Link Prediction Ankit Mazumder Srikanta Bedathur 116 0 0 10 Nov 2025
Continual Learning of Domain Knowledge from Human Feedback in Text-to-SQL Thomas Cook Kelly Patel Sivapriya Vellaichamy Udari Madhushani Sehwag Saba Rahimi Zhen Zeng Sumitra Ganesh LLMAG 228 0 0 10 Nov 2025
Adaptive Initial Residual Connections for GNNs with Theoretical Guarantees Mohammad Shirzadi Ali Safarpoor Dehkordi Ahad N. Zehmakan 72 0 0 10 Nov 2025
Adaptive Multi-view Graph Contrastive Learning via Fractional-order Neural Diffusion Networks Yanan Zhao Feng Ji Jingyang Dai Jiaze Ma Keyue Jiang K. Zhao Wee Peng Tay DiffM 80 0 0 09 Nov 2025
Learning Time-Varying Graph Signals via Koopman S. Krishnan Jinho Choi Jihong Park AI4TS 88 0 0 09 Nov 2025
Transolver is a Linear Transformer: Revisiting Physics-Attention through the Lens of Linear Attention Wenjie Hu Sidun Liu Peng Qiao Zhenglun Sun Yong Dou AI4CE 259 0 0 09 Nov 2025
Resilience Inference for Supply Chains with Hypergraph Neural Network Zetian Shen Hongjun Wang Jiyuan Chen Xuan Song 56 0 0 09 Nov 2025
How Wide and How Deep? Mitigating Over-Squashing of GNNs via Channel Capacity Constrained Estimation Zinuo You Jin Zheng John Cartlidge 84 0 0 09 Nov 2025
Reperio-rPPG: Relational Temporal Graph Neural Networks for Periodicity Learning in Remote Physiological Measurement Ba-Thinh Nguyen Thach-Ha Ngoc Pham Hoang-Long Duc Nguyen Thi-Duyen Ngo Thanh-Ha Le AI4TS 285 0 0 08 Nov 2025
Integrating Temporal and Structural Context in Graph Transformers for Relational Deep Learning Divyansha Lachi Mahmoud Mohammadi Joe Meyer Vinam Arora Tom Palczewski Eva L. Dyer 124 0 0 06 Nov 2025
FuseFlow: A Fusion-Centric Compilation Framework for Sparse Deep Learning on Streaming Dataflow Rubens Lacouture Nathan Zhang Ritvik Sharma Marco Siracusa Fredrik Kjolstad K. Olukotun Olivia Hsu 80 1 0 06 Nov 2025
GNN-MoE: Context-Aware Patch Routing using GNNs for Parameter-Efficient Domain Generalization Mahmoud Soliman Omar Abdelaziz Ahmed Radwan Anand Mohamed S. Shehata MoE 343 0 0 06 Nov 2025
Personalized Image Editing in Text-to-Image Diffusion Models via Collaborative Direct Preference Optimization Connor Dunlop Matthew Zheng Kavana Venkatesh Pinar Yanardag DiffM 68 1 0 06 Nov 2025
Ada-FCN: Adaptive Frequency-Coupled Network for fMRI-Based Brain Disorder ClassificationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025 Yue Xun Jiaxing Xu Wenbo Gao Chen Yang Shujun Wang 117 0 0 06 Nov 2025
AutoHood3D: A Multi-Modal Benchmark for Automotive Hood Design and Fluid-Structure Interaction Vansh Sharma Harish Jai Ganesh Maryam Akram Wanjiao Liu Venkat Raman AI4CE 68 0 0 05 Nov 2025
GMoPE:A Prompt-Expert Mixture Framework for Graph Foundation Models Zhibin Wang Zhixing Zhang Shuqi Wang Xuanting Xie Zhao Kang 78 0 0 05 Nov 2025
Towards Scalable Web Accessibility Audit with MLLMs as Copilots Ming Gu Ziwei Wang Sicen Lai Zirui Gao Sheng Zhou Jiajun Bu 84 0 0 05 Nov 2025
Sketch-Augmented Features Improve Learning Long-Range Dependencies in Graph Neural Networks Ryien Hosseini F. Simini V. Vishwanath Rebecca Willett Henry Hoffmann 77 0 0 05 Nov 2025
BoolSkeleton: Boolean Network Skeletonization via Homogeneous Pattern ReductionIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2025 Liwei Ni Jiaxi Zhang Shenggen Zheng Junfeng Liu Xingyu Meng Biwei Xie Xingquan Li Huawei Li 106 0 0 04 Nov 2025
Digital Twin-Driven Pavement Health Monitoring and Maintenance Optimization Using Graph Neural Networks Mohsin Mahmud Topu Mahfuz Ahmed Anik Azmine Toushik Wasi Md Manjurul Ahsan AI4CE 92 0 0 04 Nov 2025
Object Detection as an Optional Basis: A Graph Matching Network for Cross-View UAV Localization T. Liu Kan Ren Qian Chen 168 0 0 04 Nov 2025
Rethinking LLM Human Simulation: When a Graph is What You Need Joseph Suh Suhong Moon Serina Chang AI4CE 117 0 0 03 Nov 2025
Predicting Microbial Interactions Using Graph Neural Networks Elham Gholamzadeh Kajal Singla Nico Scherf 37 0 0 03 Nov 2025
WindMiL: Equivariant Graph Learning for Wind Loading Prediction Themistoklis Vargiemezis Charilaos Kanatsoulis Catherine Gorlé 208 0 0 03 Nov 2025
Leveraging Compact Satellite Embeddings and Graph Neural Networks for Large-Scale Poverty Mapping Markus Pettersson Adel Daoud 148 0 0 03 Nov 2025
A Framework Based on Graph Cellular Automata for Similarity Evaluation in Urban Spatial Networks Peiru Wu Maojun Zhai Lingzhu Zhang 84 0 0 02 Nov 2025
G2rammar: Bilingual Grammar Modeling for Enhanced Text-attributed Graph Learning Heng Zheng Haochen You Zijun Liu Zijian Zhang Lubin Gan Hao Zhang Wenjun Huang J. Huang 108 0 0 02 Nov 2025
Simple and Behavior-Driven Augmentation for Recommendation with Rich Collaborative Signals Doyun Choi Cheonwoo Lee Jaemin Yoo 147 0 0 01 Nov 2025
Spectral Neural Graph Sparsification Angelica Liguori Ettore Ritacco Pietro Sabatino Annalisa Socievole 60 1 0 31 Oct 2025
H3M-SSMoEs: Hypergraph-based Multimodal Learning with LLM Reasoning and Style-Structured Mixture of Experts Peilin Tan Liang Xie Churan Zhi Dian Tu Chuanqi Shi AIFin 263 0 0 29 Oct 2025
Robust GNN Watermarking via Implicit Perception of Topological Invariants Jipeng Li Yannning Shen AAML 77 0 0 29 Oct 2025
Subgraph Federated Learning via Spectral Methods Javad Aliakbari Johan Ostman Ashkan Panahi Alexandre Graell i Amat FedML 151 0 0 29 Oct 2025
Resource Allocation in Hybrid Radio-Optical IoT Networks using GNN with Multi-task Learning Aymen Hamrouni S. Pollin Hazem Sallouha 44 0 0 29 Oct 2025
MaGNet: A Mamba Dual-Hypergraph Network for Stock Prediction via Temporal-Causal and Global Relational Learning Peilin Tan Chuanqi Shi Dian Tu Liang Xie AIFin AI4TS 226 0 0 29 Oct 2025
Bridging the Divide: End-to-End Sequence-Graph Learning Yuen Chen Yulun Wu Samuel Sharpe Igor Melnyk Nam Nguyen Furong Huang C. Bayan Bruss Rizal Fathony 74 0 0 29 Oct 2025
Graph-Attentive MAPPO for Dynamic Retail Pricing Krishna Kumar Neelakanta Pillai Santha Kumari Amma 44 0 0 28 Oct 2025
Geometric Algorithms for Neural Combinatorial Optimization with Constraints Nikolaos Karalias Akbar Rafiey Yifei Xu Zhishang Luo B. Tahmasebi Connie Jiang Stefanie Jegelka 106 0 0 28 Oct 2025
From Cross-Task Examples to In-Task Prompts: A Graph-Based Pseudo-Labeling Framework for In-context Learning Zihan Chen Song Wang Xingbo Fu Chengshuai Shi Zhenyu Lei Cong Shen Jundong Li 116 1 0 28 Oct 2025