v1v2v3v4v5 (latest)

Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks

4 October 2018

Papers citing "Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks"

50 / 877 papers shown

Title
Generating Directed Graphs with Dual Attention and Asymmetric Encoding Alba Carballo-Castro Manuel Madeira Yiming Qin D. Thanou Pascal Frossard 330 0 0 19 Jun 2025
Optimizing Federated Learning using Remote Embeddings for Graph Neural Networks Pranjal Naman Yogesh Simmhan FedML AI4CE 150 0 0 14 Jun 2025
Residual Reweighted Conformal Prediction for Graph Neural NetworksConference on Uncertainty in Artificial Intelligence (UAI), 2025 Zheng Zhang Jie Bao Zhixin Zhou Nicolo Colombo Lixin Cheng Rui Luo 198 3 0 09 Jun 2025
Caterpillar GNN: Replacing Message Passing with Efficient Aggregation Marek Černý 155 0 0 07 Jun 2025
Demystifying Topological Message-Passing with Relational Structures: A Case Study on Oversquashing in Simplicial Message-PassingInternational Conference on Learning Representations (ICLR), 2025 Diaaeldin Taha James Chapman Marzieh Eidi Karel Devriendt Guido Montúfar 160 2 0 06 Jun 2025
On the (Non) Injectivity of Piecewise Linear Janossy Pooling Ilai Reshef Nadav Dym 274 1 0 26 May 2025
Interpretable Graph Learning Over Sets of Temporally-Sparse Data Andrea Zerio Maya Bechler-Speicher Maor Huri Marie Vibeke Vestergaard Ran Gilad-Bachrach Tine Jess Samir Bhatt Aleksejs Sazonovs 240 0 0 25 May 2025
Graph-Based Operator Learning from Limited Data on Irregular Domains Yile Li Shandian Zhe AI4CE 199 0 0 25 May 2025
Convexified Message-Passing Graph Neural Networks Saar Cohen Noa Agmon Uri Shaham GNN 236 0 0 23 May 2025
Learning from Algorithm Feedback: One-Shot SAT Solver Guidance with GNNs Jan Tönshoff Martin Grohe 196 0 0 21 May 2025
Topology-aware Detection and Localization of Distributed Denial-of-Service Attacks in Network-on-Chips Hansika Weerasena Xiaoguo Jia Prabhat Mishra GNN 123 2 0 20 May 2025
Graph Alignment for Benchmarking Graph Neural Networks and Learning Positional Encodings Adrien Lagesse Marc Lelarge 244 0 0 19 May 2025
SenseFlow: A Physics-Informed and Self-Ensembling Iterative Framework for Power Flow Estimation Zhen Zhao Wenqi Huang Zicheng Wang Jiaxuan Hou Peng Li Mengwei He 202 1 0 18 May 2025
Relational Graph Transformer Vijay Prakash Dwivedi Sri Jaladi Yangyi Shen Federico López Charilaos I. Kanatsoulis Rishi Puri Matthias Fey Jure Leskovec 348 4 0 16 May 2025
Adaptive Branch Specialization in Spectral-Spatial Graph Neural Networks for Certified Robustness Yoonhyuk Choi Jiho Choi Chong-Kwon Kim 280 0 0 13 May 2025
The Correspondence Between Bounded Graph Neural Networks and Fragments of First-Order Logic Bernardo Cuenca Grau Eva Feng Przemysław A. Wałęga AI4CE 222 2 0 12 May 2025
Repetition Makes Perfect: Recurrent Graph Neural Networks Match Message-Passing Limit Eran Rosenbluth Martin Grohe 207 1 0 01 May 2025
SHeaP: Self-Supervised Head Geometry Predictor Learned via 2D Gaussians Liam Schoneveld Zhe Chen Davide Davoli Jiapeng Tang Saimon Terazawa Ko Nishino Matthias Nießner 3DH 3DGS 336 2 0 16 Apr 2025
Trajectory Encoding Temporal Graph Networks Jiafeng Xiong Rizos Sakellariou AI4CE 208 0 0 15 Apr 2025
Cross-Problem Parameter Transfer in Quantum Approximate Optimization Algorithm: A Machine Learning Approach Kien X. Nguyen Bao Bach Ilya Safro 251 4 0 14 Apr 2025
Can we ease the Injectivity Bottleneck on Lorentzian Manifolds for Graph Neural Networks? Srinitish Srinivasan Omkumar CU AI4CE 623 0 0 31 Mar 2025
ASD Classification on Dynamic Brain Connectome using Temporal Random Walk with Transformer-based Dynamic Network Embedding Suchanuch Piriyasatit Chaohao Yuan Ercan Engin Kuruoglu 234 0 0 16 Mar 2025
Directly Follows Graphs Go Predictive Process Monitoring With Graph Neural Networks Attila Lischka Simon Rauch Oliver Stritzel GNN 149 1 0 05 Mar 2025
NodeNAS: Node-Specific Graph Neural Architecture Search for Out-of-Distribution Generalization Qiyi Wang Yinning Shao Yunlong Ma Min Liu OOD 255 1 0 04 Mar 2025
Quality Measures for Dynamic Graph Generative ModelsInternational Conference on Learning Representations (ICLR), 2025 Ryien Hosseini F. Simini V. Vishwanath Rebecca Willett Henry Hoffmann EGVM 149 1 0 03 Mar 2025
Homomorphism Expressivity of Spectral Invariant Graph Neural NetworksInternational Conference on Learning Representations (ICLR), 2025 Jingchu Gai Yiheng Du Bohang Zhang Haggai Maron Liwei Wang 214 3 0 01 Mar 2025
TRIX: A More Expressive Model for Zero-shot Domain Transfer in Knowledge GraphsLOG IN (LOG IN), 2025 Yucheng Zhang Beatrice Bevilacqua Mikhail Galkin Bruno Ribeiro 227 13 0 26 Feb 2025
DeBUGCN -- Detecting Backdoors in CNNs Using Graph Convolutional Networks Akash Vartak Khondoker Murad Hossain Tim Oates GNN 148 0 0 25 Feb 2025
Graph Self-Supervised Learning with Learnable Structural and Positional EncodingsThe Web Conference (WWW), 2025 Asiri Wijesinghe Hao Zhu Piotr Koniusz 339 2 0 22 Feb 2025
V2C-Long: Longitudinal Cortex Reconstruction with Spatiotemporal Correspondence Fabian Bongratz Jan Fecht Anne-Marie Rickmann Christian Wachinger 201 1 0 20 Feb 2025
Do Graph Diffusion Models Accurately Capture and Generate Substructure Distributions? Xiang Wang Wenshu Fan Lexi Pang Siwei Chen Muhan Zhang DiffM 699 2 0 04 Feb 2025
Enhancing Graph Representation Learning with Localized Topological Features Zuoyu Yan Qi Zhao Ze Ye Tengfei Ma Liangcai Gao Zhi Tang Yusu Wang Chao Chen 215 4 0 17 Jan 2025
Score-based 3D molecule generation with neural fieldsNeural Information Processing Systems (NeurIPS), 2025 Matthieu Kirchmeyer Pedro H. O. Pinheiro Saeed Saremi DiffM 349 0 0 15 Jan 2025
A Heterogeneous Multimodal Graph Learning Framework for Recognizing User Emotions in Social NetworksAffective Computing and Intelligent Interaction (ACII), 2024 Sree Bhattacharyya Shuhua Yang James Z. Wang 222 2 0 13 Jan 2025
Balancing Efficiency and Expressiveness: Subgraph GNNs with Walk-Based Centrality Joshua Southern Yam Eitan Guy Bar-Shalom Michael M. Bronstein Haggai Maron Fabrizio Frasca 355 3 0 06 Jan 2025
Graph Triple Attention Network: A Decoupled Perspective Xiaotang Wang Yun Zhu Haizhou Shi Yongchao Liu Chuntao Hong 366 4 0 03 Jan 2025
Graph2text or Graph2token: A Perspective of Large Language Models for Graph Learning Shuo Yu Yingbo Wang Ruolin Li Guchun Liu Yanming Shen Shaoxiong Ji Bowen Li Fengling Han Xiuzhen Zhang Xiwei Xu 72 5 0 03 Jan 2025
Causal-aware Graph Neural Architecture Search under Distribution Shifts Peiwen Li Xin Wang Zeyang Zhang Yi Qin Ziwei Zhang Jialong Wang Yang Li Wenwu Zhu CML OOD 319 7 0 31 Dec 2024
Line Graph Vietoris-Rips Persistence Diagram for Topological Graph Representation Learning Jaesun Shin Eunjoo Jeon Taewon Cho Namkyeong Cho Youngjune Gwon 242 0 0 23 Dec 2024
LASE: Learned Adjacency Spectral Embeddings Sofía Pérez Casulo Marcelo Fiori Federico Larroca Gonzalo Mateos GNN AI4TS 301 0 0 23 Dec 2024
BrainMAP: Learning Multiple Activation Pathways in Brain NetworksAAAI Conference on Artificial Intelligence (AAAI), 2024 Song Wang Zhenyu Lei Zhen Tan Jiaqi Ding Xinyu Zhao ... Guorong Wu Tianlong Chen Chen Chen Aiying Zhang Jundong Li 247 0 0 23 Dec 2024
Effective Context Modeling Framework for Emotion Recognition in ConversationsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Cuong Tran Van Thanh V. T. Tran V. Nguyen Truong-Son Hy 296 10 0 21 Dec 2024
Towards Graph Foundation Models: Learning Generalities Across Graphs via Task-Trees Zehong Wang Zheyuan Zhang Tianyi Ma Nitesh Chawla Chuxu Zhang Yanfang Ye AI4CE 418 0 0 21 Dec 2024
Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture Malay Pandey Vaishali Jain Nimit Godhani Sachchida Nand Tripathi Piyush Rai DiffM AI4TS AI4CE 186 1 0 18 Dec 2024
DistrictNet: Decision-aware learning for geographical districtingNeural Information Processing Systems (NeurIPS), 2024 Cheikh Ahmed Alexandre Forel Axel Parmentier Thibaut Vidal 231 2 0 11 Dec 2024
Graph Neural Networks Are More Than Filters: Revisiting and Benchmarking from A Spectral PerspectiveInternational Conference on Learning Representations (ICLR), 2024 Yushun Dong Patrick Soga Yinhan He Song Wang Jundong Li 259 2 0 10 Dec 2024
Towards Graph Foundation Models: A Study on the Generalization of Positional and Structural Encodings Billy Joe Franks Moshe Eliasof Semih Cantürk Guy Wolf Carola-Bibiane Schönlieb Sophie Fellenz Marius Kloft AI4CE 422 3 0 10 Dec 2024
Attribute-Enhanced Similarity Ranking for Sparse Link PredictionKnowledge Discovery and Data Mining (KDD), 2024 João Mattos Zexi Huang Mert Kosan Ambuj Singh A. Silva 375 2 0 29 Nov 2024
Multigraph Message Passing with Bi-Directional Multi-Edge Aggregations H. Çağrı Bilgi Lydia Y. Chen Kubilay Atasu 334 1 0 29 Nov 2024
Knowledge-aware Evolutionary Graph Neural Architecture SearchKnowledge-Based Systems (KBS), 2024 Chao Wang Jiaxuan Zhao Lingling Li Licheng Jiao Fang Liu Xu Liu Steve Yang 350 8 0 26 Nov 2024