Title
Context Matters: Graph-based Self-supervised Representation Learning for Medical Images Li Sun Ke Yu Kayhan Batmanghelich SSL 90 24 0 11 Dec 2020
Self-Growing Spatial Graph Network for Context-Aware Pedestrian Trajectory Prediction Sirin Haddad S. Lam GNN 42 8 0 11 Dec 2020
Factor Graph Molecule Network for Structure Elucidation Hieu Le Trung Yiqing Xu Wee Sun Lee GNN 20 0 0 10 Dec 2020
Topological Planning with Transformers for Vision-and-Language Navigation Kevin Chen Junshen K. Chen Jo Chuang Nathan Tsoi Silvio Savarese LM&Ro 95 101 0 09 Dec 2020
Binding and Perspective Taking as Inference in a Generative Neural Network Model Mahdi Sadeghi Fabian Schrodt S. Otte Martin Volker Butz 39 2 0 09 Dec 2020
Learning Video Instance Segmentation with Recurrent Graph Neural Networks Joakim Johnander Emil Brissman Martin Danelljan Michael Felsberg VOS 59 8 0 07 Dec 2020
Neural Online Graph Exploration Ioannis Chiotellis Daniel Cremers 56 2 0 06 Dec 2020
Graph Mixture Density Networks Federico Errica D. Bacciu Alessio Micheli 94 18 0 05 Dec 2020
Graph Convolutional Neural Networks for Body Force Prediction Francis Ogoke Kazem Meidani Amirreza Hashemi A. Farimani GNN AI4CE 46 62 0 03 Dec 2020
Relational Learning for Skill Preconditions Mohit Sharma Oliver Kroemer SSL 141 18 0 03 Dec 2020
Advanced Graph and Sequence Neural Networks for Molecular Property Prediction and Drug Discovery Zhengyang Wang Meng Liu Youzhi Luo Zhao Xu Yaochen Xie ... Lei Cai Q. Qi Zhuoning Yuan Tianbao Yang Shuiwang Ji 95 104 0 02 Dec 2020
Inductive Biases for Deep Learning of Higher-Level Cognition Anirudh Goyal Yoshua Bengio AI4CE 118 366 0 30 Nov 2020
Accelerated Charged Particle Tracking with Graph Neural Networks on FPGAs A. Heintz Vesal Razavimaleki Javier Mauricio Duarte G. Dezoort I. Ojalvo ... S. Summers J. Ngadiuba Miaoyuan Liu E. Kreinar Zhenbin Wu 70 42 0 30 Nov 2020
Road Scene Graph: A Semantic Graph-Based Scene Representation Dataset for Intelligent Vehicles Yafu Tian Alexander Carballo Ruifeng Li K. Takeda GNN 89 27 0 27 Nov 2020
Self-Supervised Time Series Representation Learning by Inter-Intra Relational Reasoning Haoyi Fan Fengbin Zhang Yue Gao AI4TS 55 14 0 27 Nov 2020
Adaptable Automation with Modular Deep Reinforcement Learning and Policy Transfer Zohreh Raziei Mohsen Moghaddam 77 25 0 27 Nov 2020
Unsupervised Object Keypoint Learning using Local Spatial Predictability Anand Gopalakrishnan Sjoerd van Steenkiste Jürgen Schmidhuber SSL 64 21 0 25 Nov 2020
Remaining Useful Life Estimation Under Uncertainty with Causal GraphNets Charilaos Mylonas Eleni Chatzi 10 0 0 23 Nov 2020
Revisiting graph neural networks and distance encoding from a practical view Haoteng Yin Yanbang Wang Pan Li AI4CE 59 5 0 22 Nov 2020
LRTA: A Transparent Neural-Symbolic Reasoning Framework with Modular Supervision for Visual Question Answering Weixin Liang Fei Niu Aishwarya N. Reganti Govind Thattai Gokhan Tur 73 17 0 21 Nov 2020
Deep Data Flow Analysis Chris Cummins Hugh Leather Zacharias V. Fisches Tal Ben-Nun Torsten Hoefler Michael F. P. O'Boyle 56 4 0 21 Nov 2020
Challenging the Security of Logic Locking Schemes in the Era of Deep Learning: A Neuroevolutionary Approach Dominik Sisejkovic Farhad Merchant Lennart M. Reimann Harshit Srivastava Ahmed Hallawa Rainer Leupers AAML 45 61 0 20 Nov 2020
Consistency-Aware Graph Network for Human Interaction Understanding Zhenhua Wang Jiajun Meng Dongyan Guo Jianhua Zhang Javen Qinfeng Shi Shengyong Chen GNN 38 3 0 20 Nov 2020
Classification by Attention: Scene Graph Classification with Prior Knowledge Sahand Sharifzadeh Sina Moayed Baharlou Volker Tresp OCL 76 52 0 19 Nov 2020
Node Similarity Preserving Graph Convolutional Networks Wei Jin Hanyu Wang Yiqi Wang Yao Ma Zitao Liu Jiliang Tang 88 258 0 19 Nov 2020
GRAPHSPY: Fused Program Semantic-Level Embedding via Graph Neural Networks for Dead Store Detection Yixin Guo Pengcheng Li Yingwei Luo Xiaolin Wang Zhenlin Wang GNN 33 1 0 18 Nov 2020
Predicting Rigid Body Dynamics using Dual Quaternion Recurrent Neural Networks with Quaternion Attention Johannes Pöppelbaum Andreas Schwung 42 13 0 17 Nov 2020
3D-OES: Viewpoint-Invariant Object-Factorized Environment Simulators H. Tung Xian Zhou Mihir Prabhudesai Shamit Lal Katerina Fragkiadaki 82 28 0 12 Nov 2020
Reinforcement Learning for Autonomous Driving with Latent State Inference and Spatial-Temporal Relationships Xiaobai Ma Jiachen Li Mykel J. Kochenderfer David Isele K. Fujimura 91 62 0 09 Nov 2020
Multimodal Trajectory Prediction via Topological Invariance for Navigation at Uncontrolled Intersections Junha Roh Christoforos Mavrogiannis Rishabh Madan Dieter Fox S. Srinivasa 76 30 0 08 Nov 2020
Explainable Artificial Intelligence Recommendation System by Leveraging the Semantics of Adverse Childhood Experiences: Proof-of-Concept Prototype Development Nariman Ammar Arash Shaban-Nejad 13 37 0 06 Nov 2020
Disentangling 3D Prototypical Networks For Few-Shot Concept Learning Mihir Prabhudesai Shamit Lal Darshan Patil H. Tung Adam W. Harley Katerina Fragkiadaki OCL 3DV 3DPC 119 20 0 06 Nov 2020
Graph Neural Networks in Recommender Systems: A Survey Shiwen Wu Fei Sun Wentao Zhang Xu Xie Tengjiao Wang GNN 232 1,251 0 04 Nov 2020
Multi-Robot Coverage and Exploration using Spatial Graph Neural Networks Ekaterina V. Tolstaya James Paulos Vijay Kumar Alejandro Ribeiro 81 59 0 02 Nov 2020
The MAGICAL Benchmark for Robust Imitation Sam Toyer Rohin Shah Andrew Critch Stuart J. Russell 75 36 0 01 Nov 2020
Be More with Less: Hypergraph Attention Networks for Inductive Text Classification Kaize Ding Jianling Wang Jundong Li Dingcheng Li Huan Liu GNN 75 209 0 01 Nov 2020
Multi-agent Trajectory Prediction with Fuzzy Query Attention Nitin Kamra Hao Zhu Dweep Trivedi Ming Zhang Yan Liu AI4CE 85 32 0 29 Oct 2020
Contextual BERT: Conditioning the Language Model Using a Global State Timo I. Denk Ana Peleteiro Ramallo 65 6 0 29 Oct 2020
Learning to Represent Action Values as a Hypergraph on the Action Vertices Arash Tavakoli Mehdi Fatemi Petar Kormushev 74 23 0 28 Oct 2020
Combining Label Propagation and Simple Models Out-performs Graph Neural Networks Qian Huang Horace He Abhay Singh Ser-Nam Lim Austin R. Benson 94 283 0 27 Oct 2020
On the Stability of Graph Convolutional Neural Networks under Edge Rewiring Henry Kenlay D. Thanou Xiaowen Dong 78 31 0 26 Oct 2020
Contrastive Graph Neural Network Explanation Lukas Faber A. K. Moghaddam Roger Wattenhofer 85 36 0 26 Oct 2020
Towards Scale-Invariant Graph-related Problem Solving by Iterative Homogeneous Graph Neural Networks Hao Tang Zhiao Huang Jiayuan Gu Bao-Liang Lu Hao Su AI4CE 70 9 0 26 Oct 2020
XLVIN: eXecuted Latent Value Iteration Nets Andreea Deac Petar Velivcković Ognjen Milinković Pierre-Luc Bacon Jian Tang Mladen Nikolic 63 19 0 25 Oct 2020
Exploiting Heterogeneous Graph Neural Networks with Latent Worker/Task Correlation Information for Label Aggregation in Crowdsourcing Hanlu Wu Tengfei Ma Lingfei Wu S. Ji FedML 59 11 0 25 Oct 2020
Learning Contextualized Knowledge Structures for Commonsense Reasoning Jun Yan Mrigank Raman Aaron Chan Tianyu Zhang Ryan Rossi Handong Zhao Sungchul Kim Nedim Lipka Xiang Ren 306 37 0 24 Oct 2020
Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both? Peter Shaw Ming-Wei Chang Panupong Pasupat Kristina Toutanova CoGe 87 187 0 24 Oct 2020
Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement Learning Cong Zhang Wen Song Zhiguang Cao Jie Zhang Puay Siew Tan Chi Xu 143 318 0 23 Oct 2020
Generative Neurosymbolic Machines Jindong Jiang Sungjin Ahn BDL OCL 303 69 0 23 Oct 2020
Graph Geometry Interaction Learning Shichao Zhu Shirui Pan Chuan Zhou Hongzhi Zhang Yanan Cao Bin Wang 128 93 0 23 Oct 2020