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Jianxin Li

Beihang University

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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Hierarchical Bi-Directional Self-Attention Networks for Paper Review Rating Recommendation

Nov 02, 2020
Zhongfen Deng, Hao Peng, Congying Xia, Jianxin Li, Lifang He, Philip S. Yu

* Accepted by COLING 2020 

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Pairwise Learning for Name Disambiguation in Large-Scale Heterogeneous Academic Networks

Sep 04, 2020
Qingyun Sun, Hao Peng, Jianxin Li, Senzhang Wang, Xiangyu Dong, Liangxuan Zhao, Philip S. Yu, Lifang He

* accepted by ICDM 2020 as regular paper 

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Lifelong Property Price Prediction: A Case Study for the Toronto Real Estate Market

Aug 12, 2020
Hao Peng, Jianxin Li, Zheng Wang, Renyu Yang, Mingzhe Liu, Mingming Zhang, Philip S. Yu, Lifang He

* 14 pages, journal 

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Adversarial Directed Graph Embedding

Aug 09, 2020
Shijie Zhu, Jianxin Li, Hao Peng, Senzhang Wang, Philip S. Yu, Lifang He

* 7 pages, 4 figures 

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MODEL: Motif-based Deep Feature Learning for Link Prediction

Aug 09, 2020
Lei Wang, Jing Ren, Bo Xu, Jianxin Li, Wei Luo, Feng Xia

* IEEE Transactions on Computational Social Systems, 7(2): 503-516, April 2020 
* 14 pages, 7 figures 

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A Survey on Text Classification: From Shallow to Deep Learning

Aug 04, 2020
Qian Li, Hao Peng, Jianxin Li, Congyin Xia, Renyu Yang, Lichao Sun, Philip S. Yu, Lifang He


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A Text Classification Survey: From Shallow to Deep Learning

Aug 02, 2020
Qian Li, Hao Peng, Jianxin Li, Congyin Xia, Renyu Yang, Lichao Sun, Philip S. Yu, Lifang He


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CommuNety: A Deep Learning System for the Prediction of Cohesive Social Communities

Jul 29, 2020
Syed Afaq Ali Shah, Weifeng Deng, Jianxin Li, Muhammad Aamir Cheema, Abdul Bais


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Interpretable and Efficient Heterogeneous Graph Convolutional Network

Jun 23, 2020
Yaming Yang, Ziyu Guan, Jianxin Li, Wei Zhao, Jiangtao Cui, Quan Wang

* This paper has been submitted to IEEE TKDE 

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Forming an Electoral College for a Graph: a Heuristic Semi-supervised Learning Framework

Jun 10, 2020
Chen Li, Xutan Peng, Hao Peng, Jianxin Li, Lihong Wang, Philip S. Yu


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RWNE: A Scalable Random-Walk based Network Embedding Framework with Personalized Higher-order Proximity Preserved

Nov 18, 2019
Yu He, Jianxin Li, Yangqiu Song, Xinmiao Zhang, Fanzhang Peng, Hao Peng

* 9 pages 

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HeteSpaceyWalk: A Heterogeneous Spacey Random Walk for Heterogeneous Information Network Embedding

Sep 07, 2019
Yu He, Yangqiu Song, Jianxin Li, Cheng Ji, Jian Peng, Hao Peng

* CIKM 2019 

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Dynamic Network Embedding via Incremental Skip-gram with Negative Sampling

Jun 09, 2019
Hao Peng, Jianxin Li, Hao Yan, Qiran Gong, Senzhang Wang, Lin Liu, Lihong Wang, Xiang Ren

* Accepted by China Science Information Science. arXiv admin note: text overlap with arXiv:1811.05932 by other authors 

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Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification

Jun 09, 2019
Hao Peng, Jianxin Li, Qiran Gong, Senzhang Wang, Lifang He, Bo Li, Lihong Wang, Philip S. Yu


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Fine-grained Event Categorization with Heterogeneous Graph Convolutional Networks

Jun 09, 2019
Hao Peng, Jianxin Li, Qiran Gong, Yangqiu Song, Yuanxing Ning, Kunfeng Lai, Philip S. Yu

* Accepted by IJCAI'19(International Joint Conference on Artificial Intelligence) 

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Graph Convolutional Neural Networks via Motif-based Attention

Nov 11, 2018
Hao Peng, Jianxin Li, Qiran Gong, Yuanxing Ning, Lihong Wang


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Hierarchical Attention Networks for Knowledge Base Completion via Joint Adversarial Training

Oct 14, 2018
Chen Li, Xutan Peng, Shanghang Zhang, Jianxin Li, Lihong Wang


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A Lightweight Music Texture Transfer System

Sep 27, 2018
Xutan Peng, Chen Li, Zhi Cai, Faqiang Shi, Yidan Liu, Jianxin Li

* 12 pages 

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Inferring Multiplex Diffusion Network via Multivariate Marked Hawkes Process

Aug 24, 2018
Peiyuan Suny, Jianxin Li, Yongyi Mao, Richong Zhang, Lihong Wang


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Stacked Kernel Network

Nov 25, 2017
Shuai Zhang, Jianxin Li, Pengtao Xie, Yingchun Zhang, Minglai Shao, Haoyi Zhou, Mengyi Yan


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On the representation and embedding of knowledge bases beyond binary relations

Apr 28, 2016
Jianfeng Wen, Jianxin Li, Yongyi Mao, Shini Chen, Richong Zhang

* 8 pages, to appear in IJCAI 2016 

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