Gated Graph Sequence Neural Networks

17 November 2015

Papers citing "Gated Graph Sequence Neural Networks"

50 / 1,389 papers shown

Title
Molecule Generation and Optimization for Efficient Fragrance Creation Bruno C. L. Rodrigues Vinícius V. Santana Sandris Murins Idelfonso B. R. Nogueira 16 3 0 19 Feb 2024
Disambiguated Node Classification with Graph Neural Networks Tianxiang Zhao Xiang Zhang Suhang Wang AI4CE 32 2 0 13 Feb 2024
Topic Modeling as Multi-Objective Contrastive Optimization Thong Nguyen Xiaobao Wu Xinshuai Dong Cong-Duy Nguyen See-Kiong Ng A. Luu 46 6 0 12 Feb 2024
Continual Learning on Graphs: A Survey Zonggui Tian Duanhao Zhang Hong-Ning Dai 47 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 24 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 16 1 0 07 Feb 2024
Graph Neural Machine: A New Model for Learning with Tabular Data Giannis Nikolentzos Siyun Wang J. Lutzeyer Michalis Vazirgiannis 34 0 0 05 Feb 2024
CONCORD: Towards a DSL for Configurable Graph Code Representation M. Saad Tushar Sharma 25 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 32 12 0 26 Jan 2024
Choosing a Classical Planner with Graph Neural Networks Jana Vatter R. Mayer Hans-Arno Jacobsen Horst Samulowitz Michael Katz 16 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 46 22 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 28 3 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 42 3 0 11 Jan 2024
A Primer on Temporal Graph Learning Aniq Ur Rahman J. Coon AI4CE 42 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 27 8 0 07 Jan 2024
TimeGraphs: Graph-based Temporal Reasoning Paridhi Maheshwari Hongyu Ren Yanan Wang R. Sosič J. Leskovec AI4TS AI4CE 16 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 31 7 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 33 7 0 04 Jan 2024
Strong Transitivity Relations and Graph Neural Networks Yassin Mohamadi M. H. Chehreghani GNN 27 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 35 20 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 29 5 0 28 Dec 2023
Reinforcement-based Display-size Selection for Frugal Satellite Image Change Detection H. Sahbi 29 0 0 28 Dec 2023
Algebraic Positional Encodings Konstantinos Kogkalidis Jean-Philippe Bernardy Vikas K. Garg 16 1 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 24 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 17 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 34 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 14 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 21 7 0 06 Dec 2023
Enhancing Molecular Property Prediction via Mixture of Collaborative Experts Xu Yao Shuang Liang Songqiao Han Hailiang Huang 29 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 43 5 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 38 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 23 9 0 25 Nov 2023
Node Classification in Random Trees Wouter W. L. Nuijten Vlado Menkovski BDL 10 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 19 3 0 17 Nov 2023
Towards Robotic Tree Manipulation: Leveraging Graph Representations Chung Hee Kim Moonyoung Lee Oliver Kroemer George Kantor 21 3 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 25 5 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 29 0 0 07 Nov 2023
GSC: Generalizable Service Coordination Farzad Mohammadi V. Shah-Mansouri GNN 14 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 39 7 0 31 Oct 2023
Transformers as Graph-to-Graph Models James Henderson Alireza Mohammadshahi Andrei Catalin Coman Lesly Miculicich GNN 27 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 29 3 0 25 Oct 2023
SPARE: A Single-Pass Neural Model for Relational Databases Benjamin Hilprecht Kristian Kersting Carsten Binnig GNN 17 4 0 20 Oct 2023
TempGNN: Temporal Graph Neural Networks for Dynamic Session-Based Recommendations Eunkyu Oh Taehun Kim 24 0 0 20 Oct 2023
Differentiable Vertex Fitting for Jet Flavour Tagging Rachel E. C. Smith Ines Ochoa Rúben Inácio Jonathan Shoemaker Michael Kagan 29 3 0 19 Oct 2023
From Continuous Dynamics to Graph Neural Networks: Neural Diffusion and Beyond Andi Han Dai Shi Lequan Lin Junbin Gao AI4CE GNN 37 21 0 16 Oct 2023
Large Language Model-Aware In-Context Learning for Code Generation Jia Li Ge Li Chongyang Tao Jia Li Huangzhao Zhang Fang Liu Zhi Jin 51 28 0 15 Oct 2023
Context-aware Session-based Recommendation with Graph Neural Networks Zhihui Zhang Jianxiang Yu Xiang Li 19 1 0 14 Oct 2023
Non-backtracking Graph Neural Networks Seonghyun Park Narae Ryu Ga-Rin Kim Dongyeop Woo Se-Young Yun Sungsoo Ahn 35 4 0 11 Oct 2023
Graph learning in robotics: a survey Francesca Pistilli Giuseppe Averta AI4CE GNN 29 7 0 06 Oct 2023
Audio Event-Relational Graph Representation Learning for Acoustic Scene Classification Yuanbo Hou Siyang Song Chuang Yu Wenwu Wang Dick Botteldooren 29 7 0 05 Oct 2023