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Hui Xiong

Rutgers University

Spatial Object Recommendation with Hints: When Spatial Granularity Matters

Jan 08, 2021
Hui Luo, Jingbo Zhou, Zhifeng Bao, Shuangli Li, J. Shane Culpepper, Haochao Ying, Hao Liu, Hui Xiong

* SIGIR Conference (2020) 781-790 

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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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Hybrid Micro/Macro Level Convolution for Heterogeneous Graph Learning

Dec 29, 2020
Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Weifeng Lv, Hui Xiong

* 14 pages,8 figures 

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Distance-aware Molecule Graph Attention Network for Drug-Target Binding Affinity Prediction

Dec 17, 2020
Jingbo Zhou, Shuangli Li, Liang Huang, Haoyi Xiong, Fan Wang, Tong Xu, Hui Xiong, Dejing Dou


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Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting

Dec 17, 2020
Haoyi Zhou, Shanghang Zhang, Jieqi Peng, Shuai Zhang, Jianxin Li, Hui Xiong, Wancai Zhang

* 7 pages (main), 5 pages (appendix) and to be appeared in AAAI2021 

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Coupled Layer-wise Graph Convolution for Transportation Demand Prediction

Dec 15, 2020
Junchen Ye, Leilei Sun, Bowen Du, Yanjie Fu, Hui Xiong


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T$^2$-Net: A Semi-supervised Deep Model for Turbulence Forecasting

Oct 26, 2020
Denghui Zhang, Yanchi Liu, Wei Cheng, Bo Zong, Jingchao Ni, Zhengzhang Chen, Haifeng Chen, Hui Xiong

* Accepted by ICDM 2020 

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Interactive Reinforcement Learning for Feature Selection with Decision Tree in the Loop

Oct 02, 2020
Wei Fan, Kunpeng Liu, Hao Liu, Yong Ge, Hui Xiong, Yanjie Fu

* arXiv admin note: substantial text overlap with arXiv:2008.12001 

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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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E-BERT: A Phrase and Product Knowledge Enhanced Language Model for E-commerce

Sep 10, 2020
Denghui Zhang, Zixuan Yuan, Yanchi Liu, Zuohui Fu, Fuzhen Zhuang, Pengyang Wang, Haifeng Chen, Hui Xiong


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Intelligent Exploration for User Interface Modules of Mobile App with Collective Learning

Aug 31, 2020
Jingbo Zhou, Zhenwei Tang, Min Zhao, Xiang Ge, Fuzhen Zhuang, Meng Zhou, Liming Zou, Chenglei Yang, Hui Xiong

* 10 pages, accepted as a full paper in KDD 2020 

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Learning Adaptive Embedding Considering Incremental Class

Aug 31, 2020
Yang Yang, Zhen-Qiang Sun, HengShu Zhu, Yanjie Fu, Hui Xiong, Jian Yang

* 15 pages, 11 figures 

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S2OSC: A Holistic Semi-Supervised Approach for Open Set Classification

Aug 11, 2020
Yang Yang, Zhen-Qiang Sun, Hui Xiong, Jian Yang

* 10 pages, 3 figures 

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Polestar: An Intelligent, Efficient and National-Wide Public Transportation Routing Engine

Jul 11, 2020
Hao Liu, Ying Li, Yanjie Fu, Huaibo Mei, Jingbo Zhou, Xu Ma, Hui Xiong

* KDD 2020 applied data science track 

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Predicting Temporal Sets with Deep Neural Networks

Jul 08, 2020
Le Yu, Leilei Sun, Bowen Du, Chuanren Liu, Hui Xiong, Weifeng Lv

* 9 pages, 6 figures, Proceedings of the 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD '2020) 

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Exploiting Interpretable Patterns for Flow Prediction in Dockless Bike Sharing Systems

Apr 13, 2020
Jingjing Gu, Qiang Zhou, Jingyuan Yang, Yanchi Liu, Fuzhen Zhuang, Yanchao Zhao, Hui Xiong

* 14 pages, 37 figures 

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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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Comprehensive and Efficient Data Labeling via Adaptive Model Scheduling

Feb 08, 2020
Mu Yuan, Lan Zhang, Xiang-Yang Li, Hui Xiong


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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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Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide Parking Availability Prediction

Nov 24, 2019
Weijia Zhang, Hao Liu, Yanchi Liu, Jingbo Zhou, Hui Xiong

* 8 pages, 9 figures, AAAI-2020 

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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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STMARL: A Spatio-Temporal Multi-Agent Reinforcement Learning Approach for Traffic Light Control

Aug 28, 2019
Yanan Wang, Tong Xu, Xin Niu, Chang Tan, Enhong Chen, Hui Xiong


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