Efficient Graph Deep Learning in TensorFlow with tf_geometric

Efficient Graph Deep Learning in TensorFlow with tf_geometric

27 January 2021

Shengsheng Qian

Papers citing "Efficient Graph Deep Learning in TensorFlow with tf_geometric"

18 / 18 papers shown

Title
GNNBENCH: Fair and Productive Benchmarking for Single-GPU GNN System Yidong Gong Pradeep Kumar GNN 26 3 0 05 Apr 2024
Single-GPU GNN Systems: Traps and Pitfalls Yidong Gong A. Tarafder Saima Afrin Pradeep Kumar GNN 20 3 0 05 Feb 2024
PyTorch Geometric High Order: A Unified Library for High Order Graph Neural Network Xiyuan Wang Muhan Zhang AI4CE 13 3 0 28 Nov 2023
Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets Dominique Beaini Shenyang Huang Joao Alex Cunha Zhiyi Li Gabriela Moisescu-Pareja ... Thérence Bois Andrew Fitzgibbon Bla.zej Banaszewski Chad Martin Dominic Masters AI4CE 26 19 0 06 Oct 2023
General Debiasing for Multimodal Sentiment Analysis Teng Sun Juntong Ni Wenjie Wang Liqiang Jing Yin-wei Wei Liqiang Nie 20 14 0 20 Jul 2023
Characterizing the Efficiency of Graph Neural Network Frameworks with a Magnifying Glass Xin Huang Jongryool Kim Brad Rees Chul-Ho Lee GNN 14 4 0 06 Nov 2022
Counterfactual Reasoning for Out-of-distribution Multimodal Sentiment Analysis Teng Sun Wenjie Wang Liqiang Jing Yiran Cui Xuemeng Song Liqiang Nie OODD 19 35 0 24 Jul 2022
Open World Learning Graph Convolution for Latency Estimation in Routing Networks Yifei Jin Marios Daoutis Sarunas Girdzijauskas A. Gionis 8 1 0 08 Jul 2022
MGDCF: Distance Learning via Markov Graph Diffusion for Neural Collaborative Filtering Jun Hu Bryan Hooi Shengsheng Qian Quan Fang Changsheng Xu 16 25 0 05 Apr 2022
Learning Commonsense-aware Moment-Text Alignment for Fast Video Temporal Grounding Ziyue Wu Junyu Gao Shucheng Huang Changsheng Xu 23 4 0 04 Apr 2022
PyTorch Geometric Signed Directed: A Software Package on Graph Neural Networks for Signed and Directed Graphs Yixuan He Xitong Zhang Junjie Huang Benedek Rozemberczki Mihai Cucuringu G. Reinert 14 14 0 22 Feb 2022
TorchDrug: A Powerful and Flexible Machine Learning Platform for Drug Discovery Zhaocheng Zhu Chence Shi Zuobai Zhang Shengchao Liu Minghao Xu ... Chang Ma Runcheng Liu Louis-Pascal Xhonneux Meng Qu Jian Tang OOD VLM MedIm 6 70 0 16 Feb 2022
ChemicalX: A Deep Learning Library for Drug Pair Scoring Benedek Rozemberczki Charles Tapley Hoyt A. Gogleva Piotr Grabowski Klas Karis ... Sebastian Nilsson M. Ughetto Yu-Chiang Frank Wang Tyler Derr Benjamin M. Gyori 15 25 0 10 Feb 2022
Contrastive Adaptive Propagation Graph Neural Networks for Efficient Graph Learning Jun Hu Shengsheng Qian Quan Fang Changsheng Xu GNN 9 0 0 02 Dec 2021
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models Benedek Rozemberczki P. Scherer Yixuan He G. Panagopoulos Alexander Riedel ... Oliver Kiss Ferenc Béres Guzmán López Nicolas Collignon Rik Sarkar AI4CE 11 197 0 15 Apr 2021
DIG: A Turnkey Library for Diving into Graph Deep Learning Research Meng Liu Youzhi Luo Limei Wang Yaochen Xie Haonan Yuan ... Haoran Liu Cong Fu Bora Oztekin Xuan Zhang Shuiwang Ji GNN 16 118 0 23 Mar 2021
Deep Graph Library: A Graph-Centric, Highly-Performant Package for Graph Neural Networks Minjie Wang Da Zheng Zihao Ye Quan Gan Mufei Li ... J. Zhao Haotong Zhang Alex Smola Jinyang Li Zheng-Wei Zhang AI4CE GNN 189 743 0 03 Sep 2019
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 243 11,659 0 09 Mar 2017