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Reconstructing spectral functions via automatic differentiation

Jan 01, 2022
Lingxiao Wang, Shuzhe Shi, Kai Zhou

* 6 pages, 5 figures. Add new references and results 

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A Multi-user Oriented Live Free-viewpoint Video Streaming System Based On View Interpolation

Dec 22, 2021
Jingchuan Hu, Shuai Guo, Kai Zhou, Yu Dong, Jun Xu, Li Song

* 10 pages, 7 figures 

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Automatic differentiation approach for reconstructing spectral functions with neural networks

Dec 12, 2021
Lingxiao Wang, Shuzhe Shi, Kai Zhou

* 7 pages, 4 figures, accepted at the NeurIPS 2021 workshop "Machine Learning and the Physical Sciences". arXiv admin note: text overlap with arXiv:2111.14760 

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Probabilistic Bearing Fault Diagnosis Using Gaussian Process with Tailored Feature Extraction

Sep 19, 2021
Mingxuan Liang, Kai Zhou

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BinarizedAttack: Structural Poisoning Attacks to Graph-based Anomaly Detection

Jul 03, 2021
Yulin Zhu, Yuni Lai, Kaifa Zhao, Xiapu Luo, Mingquan Yuan, Jian Ren, Kai Zhou

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Shared Data and Algorithms for Deep Learning in Fundamental Physics

Jul 01, 2021
Lisa Benato, Erik Buhmann, Martin Erdmann, Peter Fackeldey, Jonas Glombitza, Nikolai Hartmann, Gregor Kasieczka, William Korcari, Thomas Kuhr, Jan Steinheimer, Horst Stöcker, Tilman Plehn, Kai Zhou

* 13 pages, 5 figures, 5 tables 

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Machine learning spatio-temporal epidemiological model to evaluate Germany-county-level COVID-19 risk

Nov 30, 2020
Lingxiao Wang, Tian Xu, Till Hannes Stoecker, Horst Stoecker, Yin Jiang, Kai Zhou

* 17 pages, 13 figures, comments welcome! 

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Robust Collective Classification against Structural Attacks

Jul 26, 2020
Kai Zhou, Yevgeniy Vorobeychik

* UAI 2020 

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Efficient Characterization of Dynamic Response Variation Using Multi-Fidelity Data Fusion through Composite Neural Network

May 07, 2020
Kai Zhou, Jiong Tang

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ICDAR 2019 Robust Reading Challenge on Reading Chinese Text on Signboard

Dec 20, 2019
Xi Liu, Rui Zhang, Yongsheng Zhou, Qianyi Jiang, Qi Song, Nan Li, Kai Zhou, Lei Wang, Dong Wang, Minghui Liao, Mingkun Yang, Xiang Bai, Baoguang Shi, Dimosthenis Karatzas, Shijian Lu, C. V. Jawahar

* International Conference on Document Analysis and Recognition, 2019 

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Computing Equilibria in Binary Networked Public Goods Games

Nov 13, 2019
Sixie Yu, Kai Zhou, P. Jeffrey Brantingham, Yevgeniy Vorobeychik

* Accepted by AAAI 2020 

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Adversarial Robustness of Similarity-Based Link Prediction

Sep 03, 2019
Kai Zhou, Tomasz P. Michalak, Yevgeniy Vorobeychik

* ICDM 2019 

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Adaptive Ensemble of Classifiers with Regularization for Imbalanced Data Classification

Aug 13, 2019
Chen Wang, Qin Yu, Ruisen Luo, Dafeng Hui, Kai Zhou, Yanmei Yu, Chao Sun, Xiaofeng Gong

* 26 pages; under review on journal PLOS ONE; A longer version of the abstract inside the document 

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Multi-layer Attention Mechanism for Speech Keyword Recognition

Jul 10, 2019
Ruisen Luo, Tianran Sun, Chen Wang, Miao Du, Zuodong Tang, Kai Zhou, Xiaofeng Gong, Xiaomei Yang

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An equation-of-state-meter of QCD transition from deep learning

Aug 02, 2017
Long-Gang Pang, Kai Zhou, Nan Su, Hannah Petersen, Horst Stöcker, Xin-Nian Wang

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