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ElitePLM: An Empirical Study on General Language Ability Evaluation of Pretrained Language Models



Junyi Li , Tianyi Tang , Zheng Gong , Lixin Yang , Zhuohao Yu , Zhipeng Chen , Jingyuan Wang , Wayne Xin Zhao , Ji-Rong Wen

* Accepted by NAACL 2022 main conference (Long Paper) 

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Deep Sequence Modeling: Development and Applications in Asset Pricing



Lin William Cong , Ke Tang , Jingyuan Wang , Yang Zhang


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Curriculum Pre-Training Heterogeneous Subgraph Transformer for Top-$N$ Recommendation



Hui Wang , Kun Zhou , Wayne Xin Zhao , Jingyuan Wang , Ji-Rong Wen

* 26 pages 

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Interpreting Deep Learning Model Using Rule-based Method



Xiaojian Wang , Jingyuan Wang , Ke Tang


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Detecting and Recovering Adversarial Examples: An Input Sensitivity Guided Method



Mingxuan Li , Jingyuan Wang , Yufan Wu , Shuchang Zhou


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AlphaStock: A Buying-Winners-and-Selling-Losers Investment Strategy using Interpretable Deep Reinforcement Attention Networks



Jingyuan Wang , Yang Zhang , Ke Tang , Junjie Wu , Zhang Xiong

* Accepted for POSTER presentation at KDD2019 Applied Data Science Track 

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Empowering A* Search Algorithms with Neural Networks for Personalized Route Recommendation



Jingyuan Wang , Ning Wu , Wayne Xin Zhao , Fanzhang Peng , Xin Lin

* 9 pages, 25TH ACM SIGKDD Conference On Knowledge Discovery And Data Mining 

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Understanding Urban Dynamics via Context-aware Tensor Factorization with Neighboring Regularization



Jingyuan Wang , Junjie Wu , Ze Wang , Fei Gao , Zhang Xiong


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Decision Making with Machine Learning and ROC Curves



Kai Feng , Han Hong , Ke Tang , Jingyuan Wang


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SVM-based Deep Stacking Networks



Jingyuan Wang , Kai Feng , Junjie Wu


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