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Reconstruct Anomaly to Normal: Adversarial Learned and Latent Vector-constrained Autoencoder for Time-series Anomaly Detection

Oct 14, 2020
Chunkai Zhang, Wei Zuo, Xuan Wang


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RLCFR: Minimize Counterfactual Regret by Deep Reinforcement Learning

Sep 10, 2020
Huale Li, Xuan Wang, Fengwei Jia, Yifan Li, Yulin Wu, Jiajia Zhang, Shuhan Qi


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COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation

Jul 06, 2020
Qingyun Wang, Manling Li, Xuan Wang, Nikolaus Parulian, Guangxing Han, Jiawei Ma, Jingxuan Tu, Ying Lin, Haoran Zhang, Weili Liu, Aabhas Chauhan, Yingjun Guan, Bangzheng Li, Ruisong Li, Xiangchen Song, Heng Ji, Jiawei Han, Shih-Fu Chang, James Pustejovsky, Jasmine Rah, David Liem, Ahmed Elsayed, Martha Palmer, Clare Voss, Cynthia Schneider, Boyan Onyshkevych

* 11 pages, submitted to ACL 2020 Workshop on Natural Language Processing for COVID-19 (NLP-COVID), for resources see http://blender.cs.illinois.edu/covid19/ 

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Task-agnostic Temporally Consistent Facial Video Editing

Jul 03, 2020
Meng Cao, Haozhi Huang, Hao Wang, Xuan Wang, Li Shen, Sheng Wang, Linchao Bao, Zhifeng Li, Jiebo Luo


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Real-time Universal Style Transfer on High-resolution Images via Zero-channel Pruning

Jun 23, 2020
Jie An, Tao Li, Haozhi Huang, Li Shen, Xuan Wang, Yongyi Tang, Jinwen Ma, Wei Liu, Jiebo Luo


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Minimally Supervised Categorization of Text with Metadata

Jun 02, 2020
Yu Zhang, Yu Meng, Jiaxin Huang, Frank F. Xu, Xuan Wang, Jiawei Han

* 10 pages; Accepted to SIGIR 2020 

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CPOT: Channel Pruning via Optimal Transport

May 21, 2020
Yucong Shen, Li Shen, Hao-Zhi Huang, Xuan Wang, Wei Liu

* 11 pages 

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Comprehensive Named Entity Recognition on CORD-19 with Distant or Weak Supervision

Apr 15, 2020
Xuan Wang, Xiangchen Song, Bangzheng Li, Yingjun Guan, Jiawei Han


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HiGitClass: Keyword-Driven Hierarchical Classification of GitHub Repositories

Oct 16, 2019
Yu Zhang, Frank F. Xu, Sha Li, Yu Meng, Xuan Wang, Qi Li, Jiawei Han

* 10 pages; Accepted to ICDM 2019 

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Cross-type Biomedical Named Entity Recognition with Deep Multi-Task Learning

Oct 08, 2018
Xuan Wang, Yu Zhang, Xiang Ren, Yuhao Zhang, Marinka Zitnik, Jingbo Shang, Curtis Langlotz, Jiawei Han

* 7 pages, 4 figures 

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