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


Jul 12, 2021
Weijia Zhang, Hao Liu, Lijun Zha, Hengshu Zhu, Ji Liu, Dejing Dou, Hui Xiong

* 11 pages, SIGKDD-2021 

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Joint Air Quality and Weather Prediction Based on Multi-Adversarial Spatiotemporal Networks


Jan 05, 2021
Jindong Han, Hao Liu, Hengshu Zhu, Hui Xiong, Dejing Dou

* 9 pages, 6 figures 

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Job2Vec: Job Title Benchmarking with Collective Multi-View Representation Learning


Sep 16, 2020
Denghui Zhang, Junming Liu, Hengshu Zhu, Yanchi Liu, Lichen Wang, Pengyang Wang, Hui Xiong


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A Survey on Knowledge Graph-Based Recommender Systems


Feb 28, 2020
Qingyu Guo, Fuzhen Zhuang, Chuan Qin, Hengshu Zhu, Xing Xie, Hui Xiong, Qing He

* 17 pages, 1 figure 

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SetRank: A Setwise Bayesian Approach for Collaborative Ranking from Implicit Feedback


Feb 23, 2020
Chao Wang, Hengshu Zhu, Chen Zhu, Chuan Qin, Hui Xiong

* The Thirty-Fourth AAAI Conference on Artificial Intelligenc (AAAI'20), New York, New York, USA, 2020 
* This paper has been accepted in AAAI'20 

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A Comprehensive Survey on Transfer Learning


Dec 17, 2019
Fuzhen Zhuang, Zhiyuan Qi, Keyu Duan, Dongbo Xi, Yongchun Zhu, Hengshu Zhu, Hui Xiong, Qing He

* 27 pages, 6 figures 

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Machine Learning-enhanced Realistic Framework for Real-time Seismic Monitoring -- The Winning Solution of the 2017 International Aftershock Detection Contest


Nov 21, 2019
Dazhong Shen, Qi Zhang, Tong Xu, Hengshu Zhu, Wenjia Zhao, Zikai Yin, Peilun Zhou, Lihua Fang, Enhong Chen, Hui Xiong

* The Winning Solution of the 2017 International Aftershock Detection Contest (Earth Brain) 

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Promotion of Answer Value Measurement with Domain Effects in Community Question Answering Systems


Jun 01, 2019
Binbin Jin, Enhong Chen, Hongke Zhao, Zhenya Huang, Qi Liu, Hengshu Zhu, Shui Yu

* Accepted by IEEE Transactions on Systems, Man and Cybernetics: Systems 

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Enhancing Person-Job Fit for Talent Recruitment: An Ability-aware Neural Network Approach


Dec 21, 2018
Chuan Qin, Hengshu Zhu, Tong Xu, Chen Zhu, Liang Jiang, Enhong Chen, Hui Xiong

* This is an extended version of our SIGIR18 paper 

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Person-Job Fit: Adapting the Right Talent for the Right Job with Joint Representation Learning


Oct 08, 2018
Chen Zhu, Hengshu Zhu, Hui Xiong, Chao Ma, Fang Xie, Pengliang Ding, Pan Li

* ACM Transactions on Management Information Systems (2018) 
* 16 pages, 5 figures 

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Recruitment Market Trend Analysis with Sequential Latent Variable Models


Dec 08, 2017
Chen Zhu, Hengshu Zhu, Hui Xiong, Pengliang Ding, Fang Xie

* 11 pages, 30 figure, SIGKDD 2016 

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