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Gated Graph Sequence Neural Networks

17 November 2015

Papers citing "Gated Graph Sequence Neural Networks"

50 / 1,396 papers shown

Title
AUFormer: Vision Transformers are Parameter-Efficient Facial Action Unit Detectors Kaishen Yuan Zitong Yu Xin Liu Weicheng Xie Huanjing Yue Jingyu Yang ViT 79 18 0 07 Mar 2024
Overcoming Pitfalls in Graph Contrastive Learning Evaluation: Toward Comprehensive Benchmarks Qian Ma Hongliang Chi Hengrui Zhang Kay Liu Zhiwei Zhang Lu Cheng Suhang Wang Philip S. Yu Yao Ma 87 3 0 24 Feb 2024
AltGraph: Redesigning Quantum Circuits Using Generative Graph Models for Efficient Optimization Collin Beaudoin Koustubh Phalak Swaroop Ghosh 48 1 0 23 Feb 2024
Dual Encoder: Exploiting the Potential of Syntactic and Semantic for Aspect Sentiment Triplet Extraction Xiaowei Zhao Yong Zhou Xiujuan Xu 55 2 0 23 Feb 2024
CaT-GNN: Enhancing Credit Card Fraud Detection via Causal Temporal Graph Neural Networks Yifan Duan Guibin Zhang Shilong Wang Xiaojiang Peng Ziqi Wang Junyuan Mao Hao Wu Xinke Jiang Kun Wang 65 10 0 22 Feb 2024
Graph Parsing Networks Yunchong Song Siyuan Huang Xinbing Wang Cheng Zhou Zhouhan Lin GNN 88 3 0 22 Feb 2024
Locality-Sensitive Hashing-Based Efficient Point Transformer with Applications in High-Energy Physics Siqi Miao Zhiyuan Lu Mia Liu Javier Duarte Pan Li 127 6 0 19 Feb 2024
Molecule Generation and Optimization for Efficient Fragrance Creation Bruno C. L. Rodrigues Vinícius V. Santana Sandris Murins Idelfonso B. R. Nogueira 35 3 0 19 Feb 2024
Disambiguated Node Classification with Graph Neural Networks Tianxiang Zhao Xiang Zhang Suhang Wang AI4CE 90 4 0 13 Feb 2024
Topic Modeling as Multi-Objective Contrastive Optimization Thong Nguyen Xiaobao Wu Xinshuai Dong Cong-Duy Nguyen See-Kiong Ng Anh Tuan Luu 130 6 0 12 Feb 2024
Continual Learning on Graphs: A Survey Zonggui Tian Duanhao Zhang Hong-Ning Dai 105 5 0 09 Feb 2024
PAC Learnability under Explanation-Preserving Graph Perturbations Xu Zheng Farhad Shirani Tianchun Wang Shouwei Gao Wenqian Dong Wei Cheng Dongsheng Luo 68 0 0 07 Feb 2024
Towards Generalizability of Multi-Agent Reinforcement Learning in Graphs with Recurrent Message Passing Jannis Weil Zhenghua Bao Osama Abboud Tobias Meuser AI4CE 84 1 0 07 Feb 2024
Graph Neural Machine: A New Model for Learning with Tabular Data Giannis Nikolentzos Siyun Wang J. Lutzeyer Michalis Vazirgiannis 72 0 0 05 Feb 2024
CONCORD: Towards a DSL for Configurable Graph Code Representation M. Saad Tushar Sharma 117 2 0 31 Jan 2024
Coca: Improving and Explaining Graph Neural Network-Based Vulnerability Detection Systems Sicong Cao Xiaobing Sun Xiaoxue Wu David Lo Lili Bo Bin Li Wei Liu AAML 65 16 0 26 Jan 2024
Choosing a Classical Planner with Graph Neural Networks Jana Vatter R. Mayer Hans-Arno Jacobsen Horst Samulowitz Michael Katz 42 0 0 25 Jan 2024
GCBF+: A Neural Graph Control Barrier Function Framework for Distributed Safe Multi-Agent Control Songyuan Zhang Oswin So Kunal Garg Chuchu Fan AI4CE 173 24 0 25 Jan 2024
Adaptive Global-Local Representation Learning and Selection for Cross-Domain Facial Expression Recognition Yuefang Gao Yuhao Xie Zeke Zexi Hu Tianshui Chen Liang Lin CVBM 88 4 0 20 Jan 2024
Use of Graph Neural Networks in Aiding Defensive Cyber Operations Shaswata Mitra Trisha Chakraborty Subash Neupane Aritran Piplai Sudip Mittal AAML 105 5 0 11 Jan 2024
A Primer on Temporal Graph Learning Aniq Ur Rahman J. Coon AI4CE 67 1 0 08 Jan 2024
Multi-Modal Representation Learning for Molecular Property Prediction: Sequence, Graph, Geometry Zeyu Wang Tianyi Jiang Jinhuan Wang Qi Xuan AI4CE 148 8 0 07 Jan 2024
TimeGraphs: Graph-based Temporal Reasoning Paridhi Maheshwari Hongyu Ren Yanan Wang R. Sosič J. Leskovec AI4TS AI4CE 52 2 0 06 Jan 2024
Beyond Fidelity: Explaining Vulnerability Localization of Learning-based Detectors Baijun Cheng Shengming Zhao Kailong Wang Meizhen Wang Guangdong Bai Ruitao Feng Yao Guo Lei Ma Haoyu Wang FAtt AAML 85 9 0 05 Jan 2024
Graph Neural Networks for Tabular Data Learning: A Survey with Taxonomy and Directions Cheng-Te Li Yu-Che Tsai Chih-Yao Chen Jay Chiehen Liao LMTD AI4CE 89 9 0 04 Jan 2024
Strong Transitivity Relations and Graph Neural Networks Yassin Mohamadi M. H. Chehreghani GNN 52 2 0 01 Jan 2024
Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit Yao Wan Yang He Zhangqian Bi Jianguo Zhang Hongyu Zhang Yulei Sui Guandong Xu Hai Jin Philip S. Yu 102 27 0 30 Dec 2023
Graph Learning in 4D: a Quaternion-valued Laplacian to Enhance Spectral GCNs Stefano Fiorini Stefano Coniglio Michele Ciavotta Enza Messina GNN 80 5 0 28 Dec 2023
Reinforcement-based Display-size Selection for Frugal Satellite Image Change Detection H. Sahbi 87 0 0 28 Dec 2023
Algebraic Positional Encodings Konstantinos Kogkalidis Jean-Philippe Bernardy Vikas Garg 42 3 0 26 Dec 2023
PUMA: Efficient Continual Graph Learning for Node Classification with Graph Condensation Yilun Liu Ruihong Qiu Yanran Tang Hongzhi Yin Zi Huang 133 5 0 22 Dec 2023
When Graph Data Meets Multimodal: A New Paradigm for Graph Understanding and Reasoning Qihang Ai Jianwu Zhou Haiyun Jiang Lemao Liu Shuming Shi 33 1 0 16 Dec 2023
Multi-level graph learning for audio event classification and human-perceived annoyance rating prediction Yuanbo Hou Qiaoqiao Ren Siyang Song Yuxin Song Wenwu Wang Dick Botteldooren 57 1 0 15 Dec 2023
Unsupervised Graph-based Learning Method for Sub-band Allocation in 6G Subnetworks Daniel Abode Ramoni O. Adeogun Lou Salaün Renato Abreu Thomas Jacobsen Gilberto Berardinelli 28 3 0 13 Dec 2023
GraNet: A Multi-Level Graph Network for 6-DoF Grasp Pose Generation in Cluttered Scenes Haowen Wang Wanhao Niu Chungang Zhuang 67 7 0 06 Dec 2023
Enhancing Molecular Property Prediction via Mixture of Collaborative Experts Xu Yao Shuang Liang Songqiao Han Hailiang Huang 81 4 0 06 Dec 2023
NeutronStream: A Dynamic GNN Training Framework with Sliding Window for Graph Streams Chaoyi Chen Dechao Gao Yanfeng Zhang Qiange Wang Zhenbo Fu Xuecang Zhang Junhua Zhu Yu Gu Ge Yu GNN 89 6 0 05 Dec 2023
Exploring Causal Learning through Graph Neural Networks: An In-depth Review Simi Job Xiaohui Tao Taotao Cai Haoran Xie Lin Li Jianming Yong Qing Li CML AI4CE 83 5 0 25 Nov 2023
HongTu: Scalable Full-Graph GNN Training on Multiple GPUs (via communication-optimized CPU data offloading) Qiange Wang Yao Chen Weng-Fai Wong Bingsheng He GNN 58 11 0 25 Nov 2023
Node Classification in Random Trees Wouter W. L. Nuijten Vlado Menkovski BDL 133 0 0 20 Nov 2023
The Next 700 ML-Enabled Compiler Optimizations S. VenkataKeerthy Siddharth Jain Umesh Kalvakuntla Pranav Sai Gorantla R. Chitale E. Brevdo Albert Cohen Mircea Trofin Ramakrishna Upadrasta 51 3 0 17 Nov 2023
Towards Robotic Tree Manipulation: Leveraging Graph Representations Chung Hee Kim Moonyoung Lee Oliver Kroemer George Kantor 74 6 0 13 Nov 2023
TransformCode: A Contrastive Learning Framework for Code Embedding via Subtree Transformation Zixiang Xian Rubing Huang Dave Towey Chunrong Fang Zhenyu Chen 75 6 0 10 Nov 2023
HKTGNN: Hierarchical Knowledge Transferable Graph Neural Network-based Supply Chain Risk Assessment Zhanting Zhou Kejun Bi Yuyanzhen Zhong Chao Tang Dongfen Li Shi Ying Ruijin Wang 57 0 0 07 Nov 2023
GSC: Generalizable Service Coordination Farzad Mohammadi V. Shah-Mansouri GNN 70 1 0 05 Nov 2023
Latent Field Discovery In Interacting Dynamical Systems With Neural Fields Miltiadis Kofinas Erik J. Bekkers N. S. Nagaraja E. Gavves AI4CE 137 8 0 31 Oct 2023
Transformers as Graph-to-Graph Models James Henderson Alireza Mohammadshahi Andrei Catalin Coman Lesly Miculicich GNN 79 6 0 27 Oct 2023
$$\mathbb{VD}$-$\mathbb{GR}$: Boosting $\mathbb{V}$isual $\mathbb{D}$ialog with Cascaded Spatial-Temporal Multi-Modal $\mathbb{GR}$aphs$ $\mathbb{VD}$ - $\mathbb{GR}$ : Boosting $\mathbb{V}$ isual $\mathbb{D}$ ialog with Cascaded Spatial-Temporal Multi-Modal $\mathbb{GR}$ aphs Adnen Abdessaied Lei Shi Andreas Bulling 3DH 61 4 0 25 Oct 2023
SPARE: A Single-Pass Neural Model for Relational Databases Benjamin Hilprecht Kristian Kersting Carsten Binnig GNN 44 4 0 20 Oct 2023
TempGNN: Temporal Graph Neural Networks for Dynamic Session-Based Recommendations Eunkyu Oh Taehun Kim 43 0 0 20 Oct 2023