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Graph Attention Networks

30 October 2017

Papers citing "Graph Attention Networks"

50 / 6,886 papers shown

Title
Aggregation Buffer: Revisiting DropEdge with a New Parameter Block Dooho Lee Myeong Kong Sagad Hamid Cheonwoo Lee Jaemin Yoo 42 0 0 27 May 2025
Copresheaf Topological Neural Networks: A Generalized Deep Learning Framework Mustafa Hajij Lennart Bastian Sarah Osentoski Hardik Kabaria John L. Davenport ... Joseph G. Kocheemoolayil Nastaran Shahmansouri Adrian Lew Theodore Papamarkou Tolga Birdal 45 0 0 27 May 2025
Visual Loop Closure Detection Through Deep Graph Consensus M. Büchner Liza Dahiya Simon Dorer Vipul Ramtekkar Kenji Nishimiya Daniele Cattaneo Abhinav Valada 20 0 0 27 May 2025
P-DROP: Poisson-Based Dropout for Graph Neural Networks Hyunsik Yun 12 0 0 27 May 2025
AITEE -- Agentic Tutor for Electrical Engineering Christopher Knievel Alexander Bernhardt Christian Bernhardt 18 0 0 27 May 2025
Learning for Dynamic Combinatorial Optimization without Training Data Yiqiao Liao Farinaz Koushanfar Parinaz Naghizadeh GNN AI4CE 112 0 0 26 May 2025
Agentic Predictor: Performance Prediction for Agentic Workflows via Multi-View Encoding Patara Trirat Wonyong Jeong Sung Ju Hwang 86 0 0 26 May 2025
Language Model-Enhanced Message Passing for Heterophilic Graph Learning Wenjun Wang Dawei Cheng 39 0 0 26 May 2025
An Out-Of-Distribution Membership Inference Attack Approach for Cross-Domain Graph Attacks Jinyan Wang Liu Yang Yuecen Wei Jiaxuan Si Chenhao Guo Qingyun Sun Xianxian Li Xingcheng Fu OOD AAML 36 1 0 26 May 2025
Graph Wave Networks Juwei Yue Haikuo Li Jiawei Sheng Yihan Guo Xinghua Zhang Chuan Zhou Tingwen Liu Li Guo 242 1 0 26 May 2025
MetaGMT: Improving Actionable Interpretability of Graph Multilinear Networks via Meta-Learning Filtration Rishabh Bhattacharya Hari Shankar Vaishnavi Shivkumar Ponnurangam Kumaraguru 36 0 0 26 May 2025
Graph-Based Operator Learning from Limited Data on Irregular Domains Yile Li Shandian Zhe AI4CE 42 0 0 25 May 2025
ADGSyn: Dual-Stream Learning for Efficient Anticancer Drug Synergy Prediction Yuxuan Nie Yutong Song Hong Peng 9 0 0 25 May 2025
Chi-Square Wavelet Graph Neural Networks for Heterogeneous Graph Anomaly Detection Xiping Li Xiangyu Dong Xingyi Zhang Kun Xie Yuanhao Feng Bo Wang Guilin Li Wuxiong Zeng Xiujun Shu Sibo Wang 47 0 0 25 May 2025
CrosGrpsABS: Cross-Attention over Syntactic and Semantic Graphs for Aspect-Based Sentiment Analysis in a Low-Resource Language Md. Mithun Hossain Md. Shakil Hossain Sudipto Chaki Md. Rajib Hossain M. S. Rahman A. B. M. Shawkat Ali 31 0 0 25 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 30 0 0 25 May 2025
Using Large Language Models to Tackle Fundamental Challenges in Graph Learning: A Comprehensive Survey Mengran Li Pengyu Zhang Wenbin Xing Yijia Zheng Klim Zaporojets ... Jia Hu Xiaolei Ma Zhiyuan Liu Paul Groth Marcel Worring AI4CE 128 0 0 24 May 2025
Feature Preserving Shrinkage on Bayesian Neural Networks via the R2D2 Prior Tsai Hor Chan Dora Yan Zhang Guosheng Yin Lequan Yu UQCV BDL 22 0 0 23 May 2025
Convexified Message-Passing Graph Neural Networks Saar Cohen Noa Agmon Uri Shaham GNN 36 0 0 23 May 2025
DAM-GT: Dual Positional Encoding-Based Attention Masking Graph Transformer for Node Classification Chenyang Li Jinsong Chen John E. Hopcroft Kun He 43 0 0 23 May 2025
A Network Science Approach to Granular Time Series Segmentation Ivana Kesić Carolina Fortuna M. Mohorčič Blaž Bertalanič AI4TS 62 0 0 23 May 2025
Benchmarking Recommendation, Classification, and Tracing Based on Hugging Face Knowledge Graph Qiaosheng Chen Kaijia Huang Xiao Zhou Weiqing Luo Yuanning Cui Gong Cheng CVBM VLM 87 0 0 23 May 2025
Evidence-Grounded Multimodal Misinformation Detection with Attention-Based GNNs Sharad Duwal Mir Nafis Sharear Shopnil Abhishek Tyagi Adiba Mahbub Proma 194 0 0 23 May 2025
GCAL: Adapting Graph Models to Evolving Domain Shifts Ziyue Qiao Qianyi Cai Hao Dong Jiawei Gu Pengyang Wang Meng Xiao Xiao Luo Hui Xiong CLL 109 1 0 22 May 2025
Backward Oversmoothing: why is it hard to train deep Graph Neural Networks? Nicolas Keriven 41 0 0 22 May 2025
A Generic Framework for Conformal Fairness Aditya T. Vadlamani Anutam Srinivasan Pranav Maneriker Ali Payani Srinivasan Parthasarathy FaML FedML 432 2 0 22 May 2025
Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks Hongyuan Tao Ying Zhang Zhenhao Tang Hongen Peng Xukun Zhu ... Linchao Zhu Rui Wang Hang Yu Jianguo Li Peng Di 49 0 0 22 May 2025
Scalable Graph Generative Modeling via Substructure Sequences Zehong Wang Zheyuan Zhang Tianyi Ma Chuxu Zhang Yanfang Ye AI4CE 58 0 0 22 May 2025
Model-Free Graph Data Selection under Distribution Shift Ting-Wei Li Ruizhong Qiu Hanghang Tong OOD 42 0 0 22 May 2025
Align-GRAG: Reasoning-Guided Dual Alignment for Graph Retrieval-Augmented Generation Derong Xu Pengyue Jia Xiaopeng Li Yingyi Zhang Maolin Wang ... Yichao Wang Huifeng Guo Ruiming Tang Enhong Chen Tong Xu RALM 84 0 0 22 May 2025
MAPLE: Many-Shot Adaptive Pseudo-Labeling for In-Context Learning Zihan Chen Song Wang Zhen Tan Jundong Li Cong Shen OffRL 236 1 0 22 May 2025
Graph Attention Network for Optimal User Association in Wireless Networks Javad Mirzaei Jeebak Mitra Gwenael Poitau 7 0 0 22 May 2025
Physics-Guided Multi-View Graph Neural Network for Schizophrenia Classification via Structural-Functional Coupling Badhan Mazumder Ayush Kanyal Lei Wu Vince D. Calhoun Dong Hye Ye 196 2 0 21 May 2025
SpectralGap: Graph-Level Out-of-Distribution Detection via Laplacian Eigenvalue Gaps Jiawei Gu Ziyue Qiao Zechao Li 125 0 0 21 May 2025
Beyond Node Attention: Multi-Scale Harmonic Encoding for Feature-Wise Graph Message Passing Longlong Li Cunquan Qu Guanghui Wang 71 0 0 21 May 2025
ChemHGNN: A Hierarchical Hypergraph Neural Network for Reaction Virtual Screening and Discovery Xiaobao Huang Yihong Ma Anjali Gurajapu Jules Schleinitz Zhichun Guo Sarah E. Reisman Nitesh Chawla 18 0 0 21 May 2025
R&D-Agent-Quant: A Multi-Agent Framework for Data-Centric Factors and Model Joint Optimization Yuante Li Xu Yang Xiao Yang Minrui Xu Xisen Wang Weiqing Liu Jiang Bian AIFin 252 0 0 21 May 2025
EC-LDA : Label Distribution Inference Attack against Federated Graph Learning with Embedding Compression Tong Cheng Fu Jie Xinpeng Ling Huifa Li Zhili Chen AAML FedML 65 0 0 21 May 2025
UWSAM: Segment Anything Model Guided Underwater Instance Segmentation and A Large-scale Benchmark Dataset Hua Li Shijie Lian Zhiyuan Li Runmin Cong Sam Kwong VLM 79 0 0 21 May 2025
UPTor: Unified 3D Human Pose Dynamics and Trajectory Prediction for Human-Robot Interaction Nisarga Nilavadi Andrey Rudenko Timm Linder 3DH 66 0 0 20 May 2025
Learning Spatio-Temporal Dynamics for Trajectory Recovery via Time-Aware Transformer Tian Sun Yuqi Chen Baihua Zheng Weiwei Sun 46 0 0 20 May 2025
When LLMs meet open-world graph learning: a new perspective for unlabeled data uncertainty Yanzhe Wen Miao Hu Qi Zhang Zhu Lei Guang Zeng Rong-Hua Li Guoren Wang 135 0 0 20 May 2025
AutoRev: Automatic Peer Review System for Academic Research Papers Maitreya Prafulla Chitale Ketaki Mangesh Shetye Harshit Gupta Manav Chaudhary Vasudeva Varma 22 0 0 20 May 2025
TxPert: Leveraging Biochemical Relationships for Out-of-Distribution Transcriptomic Perturbation Prediction Frederik Wenkel Wilson Tu Cassandra Masschelein Hamed Shirzad Cian Eastwood ... Jiarui Ding Marta M. Fay Berton Earnshaw Emmanuel Noutahi Alisandra K. Denton OODD 72 1 0 20 May 2025
Nonparametric Teaching for Graph Property Learners Chen Zhang Weixin Bu Zhaochun Ren Ziyue Liu Yik-Chung Wu Ngai Wong 143 0 0 20 May 2025
Towards Comprehensive and Prerequisite-Free Explainer for Graph Neural Networks Han Zhang Yan Wang Guanfeng Liu Pengfei Ding Huaxiong Wang Kwok-Yan Lam 96 0 0 20 May 2025
Adverseness vs. Equilibrium: Exploring Graph Adversarial Resilience through Dynamic Equilibrium Xinxin Fan Wenxiong Chen Mengfan Li Wenqi Wei Ling Liu AAML 60 0 0 20 May 2025
APEX: Empowering LLMs with Physics-Based Task Planning for Real-time Insight Wanjing Huang Weixiang Yan Zhen Zhang Ambuj Singh LRM 70 0 0 20 May 2025
Self-Reinforced Graph Contrastive Learning Chou-Ying Hsieh Chun-Fu Jang Cheng-En Hsieh Qian-Hui Chen Sy-Yen Kuo 46 0 0 19 May 2025
Adaptive Tokenization: On the Hop-Overpriority Problem in Tokenized Graph Learning Models Zhibiao Wang Yunlong Zhou Ziwei Zhang Mengmei Zhang Shirui Pan Chunming Hu Xiao Wang 66 0 0 19 May 2025