Gated Graph Sequence Neural Networks

17 November 2015

Papers citing "Gated Graph Sequence Neural Networks"

50 / 1,389 papers shown

Title
Foundational Model for Electron Micrograph Analysis: Instruction-Tuning Small-Scale Language-and-Vision Assistant for Enterprise Adoption Sakhinana Sagar Srinivas Chidaksh Ravuru Geethan Sannidhi Venkataramana Runkana 41 0 0 23 Aug 2024
Graph Classification via Reference Distribution Learning: Theory and Practice Zixiao Wang Jicong Fan 25 0 0 21 Aug 2024
Vision HgNN: An Electron-Micrograph is Worth Hypergraph of Hypernodes Sakhinana Sagar Srinivas Rajat Kumar Sarkar Sreeja Gangasani Venkataramana Runkana 35 2 0 21 Aug 2024
EMCNet : Graph-Nets for Electron Micrographs Classification Sakhinana Sagar Srinivas Rajat Kumar Sarkar Venkataramana Runkana 40 0 0 21 Aug 2024
Battery GraphNets : Relational Learning for Lithium-ion Batteries(LiBs) Life Estimation Sakhinana Sagar Srinivas Rajat Kumar Sarkar Venkataramana Runkana 34 0 0 14 Aug 2024
Automated Code-centric Software Vulnerability Assessment: How Far Are We? An Empirical Study in C/C++ Anh The Nguyen T. H. Le Muhammad Ali Babar 34 2 0 24 Jul 2024
Simplifying the Theory on Over-Smoothing Andreas Roth 48 3 0 16 Jul 2024
Dominant Design Prediction with Phylogenetic Networks Youwei He Jeong-Dong Lee Dawoon Jeong Sungjun Choi Jiyong Kim 36 0 0 14 Jul 2024
Dynamic Correlation Learning and Regularization for Multi-Label Confidence Calibration Tianshui Chen Weihang Wang Tao Pu Jinghui Qin Zhijing Yang Jie Liu Liang Lin 29 6 0 09 Jul 2024
FuncEvalGMN: Evaluating Functional Correctness of SQL via Graph Matching Network Yi Zhan Yang Sun Han Weng Longjie Cui Guifeng Wang Jiajun Xie Yu Tian Xiaoming Yin Boyi Liu Dongchi Huang 34 0 0 09 Jul 2024
SF-GNN: Self Filter for Message Lossless Propagation in Deep Graph Neural Network Yushan Zhu Wen Zhang Yajing Xu Zhen Yao Mingyang Chen Huajun Chen 35 0 0 03 Jul 2024
Core Knowledge Learning Framework for Graph Adaptation and Scalability Learning Bowen Zhang Zhichao Huang Genan Dai Guangning Xu Xiaomao Fan Hu Huang 36 0 0 02 Jul 2024
Sequence Graph Network for Online Debate Analysis Quan Mai Susan Gauch Douglas Adams Miaoqing Huang 26 0 0 26 Jun 2024
Root Cause Localization for Microservice Systems in Cloud-edge Collaborative Environments Yuhan Zhu Jian Wang Bing Li Xuxian Tang Hao Li Neng Zhang Yuqi Zhao 32 2 0 19 Jun 2024
A Unified Framework for Combinatorial Optimization Based on Graph Neural Networks Yaochu Jin Xueming Yan Shiqing Liu Xiangyu Wang 49 3 0 19 Jun 2024
Scalable Expressiveness through Preprocessed Graph Perturbations Danial Saber Amirali Salehi-Abari 32 1 0 17 Jun 2024
I-MPN: Inductive Message Passing Network for Efficient Human-in-the-Loop Annotation of Mobile Eye Tracking Data Hoang H. Le D. M. Nguyen Omair Shahzad Bhatti Laszlo Kopacsi Thinh P. Ngo Binh T. Nguyen Michael Barz Daniel Sonntag 53 0 0 10 Jun 2024
Security Vulnerability Detection with Multitask Self-Instructed Fine-Tuning of Large Language Models Aidan Z. H. Yang Haoye Tian He Ye Ruben Martins Claire Le Goues 46 5 0 09 Jun 2024
Beyond 5G Network Failure Classification for Network Digital Twin Using Graph Neural Network Abubakar Isah I. Aliyu Jaechan Shim Hoyong Ryu Jinsul Kim 22 0 0 06 Jun 2024
GEFL: Extended Filtration Learning for Graph Classification Simon Zhang Soham Mukherjee T. Dey 51 10 0 04 Jun 2024
Spectral Greedy Coresets for Graph Neural Networks Mucong Ding Yinhan He Jundong Li Furong Huang 28 3 0 27 May 2024
Generated Contents Enrichment Mahdi Naseri Jiayan Qiu Zhou Wang 37 0 0 06 May 2024
Explaining models relating objects and privacy Alessio Xompero Myriam Bontonou J. Arbona Emmanouil Benetos Andrea Cavallaro 30 1 0 02 May 2024
Graph Neural Network Approach to Semantic Type Detection in Tables Ehsan Hoseinzade Ke Wang 31 0 0 30 Apr 2024
Cross-Block Fine-Grained Semantic Cascade for Skeleton-Based Sports Action Recognition Zhendong Liu Haifeng Xia Tong Guo Libo Sun Ming Shao Siyu Xia 36 2 0 30 Apr 2024
Gradformer: Graph Transformer with Exponential Decay Chuang Liu Zelin Yao Yibing Zhan Xueqi Ma Shirui Pan Wenbin Hu 39 4 0 24 Apr 2024
Graph Neural Networks for Vulnerability Detection: A Counterfactual Explanation Zhaoyang Chu Yao Wan Qian Li Yang Wu Hongyu Zhang Yulei Sui Guandong Xu Hai Jin AAML 46 9 0 24 Apr 2024
VulEval: Towards Repository-Level Evaluation of Software Vulnerability Detection Xinjie Wen Xinchen Wang Yujia Chen Ruida Hu David Lo Cuiyun Gao 35 6 0 24 Apr 2024
Does Your Neural Code Completion Model Use My Code? A Membership Inference Approach Yao Wan Guanghua Wan Shijie Zhang Hongyu Zhang Yulei Sui Pan Zhou Hai Jin Lichao Sun 27 2 0 22 Apr 2024
RandAlign: A Parameter-Free Method for Regularizing Graph Convolutional Networks Haimin Zhang Min Xu 47 2 0 15 Apr 2024
Efflex: Efficient and Flexible Pipeline for Spatio-Temporal Trajectory Graph Modeling and Representation Learning Ming Cheng Ziyi Zhou Bowen Zhang Ziyu Wang Jiaqi Gan Ziang Ren Weiqi Feng Yi Lyu Hefan Zhang Xingjian Diao 33 7 0 15 Apr 2024
VeTraSS: Vehicle Trajectory Similarity Search Through Graph Modeling and Representation Learning Ming Cheng Bowen Zhang Ziyu Wang Ziyi Zhou Weiqi Feng Yi Lyu Xingjian Diao 36 2 0 11 Apr 2024
Graph Reinforcement Learning for Combinatorial Optimization: A Survey and Unifying Perspective Victor-Alexandru Darvariu Stephen Hailes Mirco Musolesi AI4CE 50 6 0 09 Apr 2024
Deep Learning-Based Out-of-distribution Source Code Data Identification: How Far Have We Gone? Van Nguyen Xingliang Yuan Tingmin Wu Surya Nepal M. Grobler Carsten Rudolph 45 1 0 09 Apr 2024
Dynamic Neural Control Flow Execution: An Agent-Based Deep Equilibrium Approach for Binary Vulnerability Detection Litao Li Steven H. H. Ding Andrew Walenstein P. Charland Benjamin C. M. Fung 31 0 0 03 Apr 2024
An Empirical Study of Automated Vulnerability Localization with Large Language Models Jian Zhang Chong Wang Anran Li Dongrui Liu Cen Zhang Wei Ma Yang Liu 39 17 0 30 Mar 2024
GTAGCN: Generalized Topology Adaptive Graph Convolutional Networks Sukhdeep Singh Anuj Sharma Vinod Kumar Chauhan 28 0 0 22 Mar 2024
Contextualized Messages Boost Graph Representations Brian Godwin Lim Galvin Brice Lim Renzo Roel Tan Kazushi Ikeda AI4CE 72 2 0 19 Mar 2024
HiKER-SGG: Hierarchical Knowledge Enhanced Robust Scene Graph Generation Ce Zhang Simon Stepputtis Joseph Campbell Katia P. Sycara Yaqi Xie 48 9 0 18 Mar 2024
TaskCLIP: Extend Large Vision-Language Model for Task Oriented Object Detection Hanning Chen Wenjun Huang Yang Ni Sanggeon Yun Fei Wen Hugo Latapie Mohsen Imani ObjD MLLM VLM 37 16 0 12 Mar 2024
GRITv2: Efficient and Light-weight Social Relation Recognition Sagar Reddy Neeraj Kasera Avinash Thakur ViT 23 0 0 11 Mar 2024
Towards a Generic Representation of Combinatorial Problems for Learning-Based Approaches Léo Boisvert Hélene Verhaeghe Quentin Cappart 24 5 0 09 Mar 2024
Unsupervised Graph Neural Architecture Search with Disentangled Self-supervision Zeyang Zhang Xin Wang Ziwei Zhang Guangyao Shen Shiqi Shen Wenwu Zhu 45 12 0 08 Mar 2024
AUFormer: Vision Transformers are Parameter-Efficient Facial Action Unit Detectors Kaishen Yuan Zitong Yu Xin Liu Weicheng Xie Huanjing Yue Jingyu Yang ViT 31 12 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 46 3 0 24 Feb 2024
AltGraph: Redesigning Quantum Circuits Using Generative Graph Models for Efficient Optimization Collin Beaudoin Koustubh Phalak Swaroop Ghosh 23 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 24 3 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 41 6 0 22 Feb 2024
Graph Parsing Networks Yunchong Song Siyuan Huang Xinbing Wang Cheng Zhou Zhouhan Lin GNN 37 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 57 4 0 19 Feb 2024