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Knowledge-Enhanced Personalized Review Generation with Capsule Graph Neural Network

Oct 04, 2020
Junyi Li, Siqing Li, Wayne Xin Zhao, Gaole He, Zhicheng Wei, Nicholas Jing Yuan, Ji-Rong Wen

* Accepted by CIKM 2020 (Long Paper) 

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Improved Bilevel Model: Fast and Optimal Algorithm with Theoretical Guarantee

Sep 01, 2020
Junyi Li, Bin Gu, Heng Huang

* submitted to ICML2020 

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Faster Secure Data Mining via Distributed Homomorphic Encryption

Jun 17, 2020
Junyi Li, Heng Huang


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Generating Realistic Stock Market Order Streams

Jun 07, 2020
Junyi Li, Xitong Wang, Yaoyang Lin, Arunesh Sinha, Micheal P. Wellman


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Mining Implicit Entity Preference from User-Item Interaction Data for Knowledge Graph Completion via Adversarial Learning

Apr 26, 2020
Gaole He, Junyi Li, Wayne Xin Zhao, Peiju Liu, Ji-Rong Wen

* 11 pages, 4 figures, 6 tables. Accepted as WWW 2020 paper 

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CLUE: A Chinese Language Understanding Evaluation Benchmark

Apr 14, 2020
Liang Xu, Xuanwei Zhang, Lu Li, Hai Hu, Chenjie Cao, Weitang Liu, Junyi Li, Yudong Li, Kai Sun, Yechen Xu, Yiming Cui, Cong Yu, Qianqian Dong, Yin Tian, Dian Yu, Bo Shi, Jun Zeng, Rongzhao Wang, Weijian Xie, Yanting Li, Yina Patterson, Zuoyu Tian, Yiwen Zhang, He Zhou, Shaoweihua Liu, Qipeng Zhao, Cong Yue, Xinrui Zhang, Zhengliang Yang, Zhenzhong Lan

* 9 pages, 4 figures 

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Generating Long and Informative Reviews with Aspect-Aware Coarse-to-Fine Decoding

Jun 11, 2019
Junyi Li, Wayne Xin Zhao, Ji-Rong Wen, Yang Song

* 11 pages, 2 figures, 7 tables 

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