MugRep: A Multi-Task Hierarchical Graph Representation Learning
Framework for Real Estate Appraisal

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MugRep: A Multi-Task Hierarchical Graph Representation Learning Framework for Real Estate Appraisal

12 July 2021

Hengshu Zhu

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Papers citing "MugRep: A Multi-Task Hierarchical Graph Representation Learning Framework for Real Estate Appraisal"

16 / 16 papers shown

Title
Activity-aware Human Mobility Prediction with Hierarchical Graph Attention Recurrent Network Yihong Tang Junlin He Zhan Zhao HAI 185 6 0 03 Jan 2025
Intelligent Electric Vehicle Charging Recommendation Based on Multi-Agent Reinforcement Learning Weijiao Zhang Hao Liu Fan Wang Tong Xu Haoran Xin Dejing Dou Hui Xiong 56 83 0 15 Feb 2021
Out-of-Town Recommendation with Travel Intention Modeling Haoran Xin Xinjiang Lu Tong Xu Hao Liu Jingjing Gu Dejing Dou Hui Xiong AI4TS 61 21 0 29 Jan 2021
Joint Air Quality and Weather Prediction Based on Multi-Adversarial Spatiotemporal Networks Jindong Han Hao Liu Hengshu Zhu Hui Xiong Dejing Dou 141 76 0 30 Dec 2020
Crowdfunding Dynamics Tracking: A Reinforcement Learning Approach Jun Wang Haifeng Zhang Qi Liu Zhen Pan Hanqing Tao 36 6 0 27 Dec 2019
Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems Hongwei Wang Fuzheng Zhang Mengdi Zhang J. Leskovec Miao Zhao Wenjie Li Zhongyuan Wang 69 554 0 11 May 2019
A Comprehensive Survey on Graph Neural Networks Zonghan Wu Shirui Pan Fengwen Chen Guodong Long Chengqi Zhang Philip S. Yu FaML GNN AI4TS AI4CE 816 8,597 0 03 Jan 2019
Take a Look Around: Using Street View and Satellite Images to Estimate House Prices Stephen Law Brooks Paige Chris Russell 56 136 0 18 Jul 2018
Graph Convolutional Neural Networks for Web-Scale Recommender Systems Rex Ying Ruining He Kaifeng Chen Pong Eksombatchai William L. Hamilton J. Leskovec GNN BDL 275 3,555 0 06 Jun 2018
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 489 20,295 0 30 Oct 2017
Vision-based Real Estate Price Estimation Omid Poursaeed Tomas Matera Serge J. Belongie 53 119 0 18 Jul 2017
Inductive Representation Learning on Large Graphs William L. Hamilton Z. Ying J. Leskovec 523 15,369 0 07 Jun 2017
A simple neural network module for relational reasoning Adam Santoro David Raposo David Barrett Mateusz Malinowski Razvan Pascanu Peter W. Battaglia Timothy Lillicrap GNN NAI 189 1,615 0 05 Jun 2017
Neural Message Passing for Quantum Chemistry Justin Gilmer S. Schoenholz Patrick F. Riley Oriol Vinyals George E. Dahl 600 7,500 0 04 Apr 2017
Image Based Appraisal of Real Estate Properties Quanzeng You Ran Pang Liangliang Cao Jiebo Luo 49 68 0 28 Nov 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 689 29,220 0 09 Sep 2016