Yue Zhao

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All published works

Action	Title	Year	Authors
+ PDF Chat	NLP-ADBench: NLP Anomaly Detection Benchmark	2024	Yuangang Li Jiaqi Li Zhuo Xiao Tiankai Yang Nian Yi Xiyang Hu Yue Zhao
+ PDF Chat	Fast Unsupervised Deep Outlier Model Selection with Hypernetworks	2024	Xueying Ding Yue Zhao Leman Akoglu
+ PDF Chat	CEPC Technical Design Report: Accelerator	2024	Waleed Abdallah K. Afanaciev Shakeel Ahmad I. Ahmed X. Ai Abid Aleem Wolfgang Altmannshofer Fabio Alves Rui An Weiming An
+	Diffusion Models: A Comprehensive Survey of Methods and Applications	2023	L. Yang Zhilong Zhang Yang Song Shenda Hong Runsheng Xu Yue Zhao Wentao Zhang Bin Cui Ming–Hsuan Yang
+	DSV: An Alignment Validation Loss for Self-supervised Outlier Model Selection	2023	Jaemin Yoo Yue Zhao Lingxiao Zhao Leman Akoglu
+	Fast Unsupervised Deep Outlier Model Selection with Hypernetworks	2023	Xueying Ding Yue Zhao Leman Akoglu
+ PDF Chat	Toward Unsupervised Outlier Model Selection	2022	Yue Zhao Sean X. Zhang Leman Akoglu
+ PDF Chat	ECOD: Unsupervised Outlier Detection Using Empirical Cumulative Distribution Functions	2022	Zheng Li Yue Zhao Xiyang Hu Nicola Botta Cezar Ionescu George H. Chen
+ PDF Chat	ADBench: Anomaly Detection Benchmark	2022	Songqiao Han Xiyang Hu Hailiang Huang Minqi Jiang Yue Zhao
+ PDF Chat	ECOD: Unsupervised Outlier Detection Using Empirical Cumulative Distribution Functions	2022	Zheng Li Yue Zhao Xiyang Hu Nicola Botta Cezar Ionescu George H. Chen
+	TOD: Tensor-based Outlier Detection.	2021	Yue Zhao George H. Chen Zhihao Jia
+ PDF Chat	TODS: An Automated Time Series Outlier Detection System	2021	Kwei-Herng Lai Daochen Zha Guanchu Wang Junjie Xu Yue Zhao Devesh Kumar Yile Chen Purav Zumkhawaka Minyang Wan Diego C. Martínez
+	A Large-scale Study on Unsupervised Outlier Model Selection: Evaluating the Internal Model Evaluation Strategies	2021	Quintín Martín Martín Yue Zhao Xiaorong Zhang Leman Akoglu
+	COPOD: Copula-Based Outlier Detection	2021	Zheng Li Yue Zhao Nicola Botta Cezar Ionescu Xiyang Hu
+	Therapeutics Data Commons: Machine Learning Datasets and Tasks for Therapeutics	2021	Kexin Huang Tianfan Fu Wenhao Gao Yue Zhao Yusuf Roohani Jure Leskovec Connor W. Coley Cao Xiao Jimeng Sun Marinka Žitnik
+	PyHealth: A Python Library for Health Predictive Models	2021	Yue Zhao Zhi Qiao Cao Xiao Lucas M. Glass Jimeng Sun
+	A Large-scale Study on Unsupervised Outlier Model Selection: Do Internal Strategies Suffice?	2021	Quintín Martín Martín Yue Zhao Xiaorong Zhang Leman Akoglu
+	Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development	2021	Kexin Huang Tianfan Fu Wenhao Gao Yue Zhao Yusuf Roohani Jure Leskovec Connor W. Coley Cao Xiao Jimeng Sun Marinka Žitnik
+ PDF Chat	AutoAudit: Mining Accounting and Time-Evolving Graphs	2020	Meng-Chieh Lee Yue Zhao Aluna Wang Pierre Jinghong Liang Leman Akoglu Vincent S. Tseng Christos Faloutsos
+	AutoAudit: Mining Accounting and Time-Evolving Graphs	2020	Meng-Chieh Lee Yue Zhao Aluna Wang Pierre Jinghong Liang Leman Akoglu Vincent S. Tseng Christos Faloutsos
+ PDF Chat	COPOD: Copula-Based Outlier Detection	2020	Zheng Li Yue Zhao Nicola Botta Cezar Ionescu Xiyang Hu
+ PDF Chat	SynC: A Copula based Framework for Generating Synthetic Data from Aggregated Sources	2020	Zheng Li Yue Zhao Jialin Fu
+	COPOD: Copula-Based Outlier Detection	2020	Zheng Li Yue Zhao Nicola Botta Cezar Ionescu Xiyang Hu
+ PDF Chat	Combining Machine Learning Models Using combo Library	2020	Yue Zhao Xuejian Wang Cheng Cheng Xueying Ding
+	SUOD: A Scalable Unsupervised Outlier Detection Framework	2020	Yue Zhao Xiyang Hu Cheng Cheng Cong Wang Cao Xiao Yunlong Wang Jimeng Sun Leman Akoglu
+	SUOD: Toward Scalable Unsupervised Outlier Detection	2020	Yue Zhao Xueying Ding Jianing Yang Haoping Bai
+	SYNC: A Copula based Framework for Generating Synthetic Data from Aggregated Sources	2020	Zheng Li Yue Zhao Jialin Fu
+	TODS: An Automated Time Series Outlier Detection System	2020	Kwei-Herng Lai Daochen Zha Guanchu Wang Junjie Xu Yue Zhao Devesh Kumar Yile Chen Purav Zumkhawaka Minyang Wan Diego C. Martínez
+	Automating Outlier Detection via Meta-Learning	2020	Yue Zhao Ryan A. Rossi Leman Akoglu
+	SUOD: Accelerating Large-Scale Unsupervised Heterogeneous Outlier Detection	2020	Yue Zhao Xiyang Hu Cheng Cheng Cong Wang Changlin Wan Wen Wang Jianing Yang Haoping Bai Zheng Li Cao Xiao
+ PDF Chat	Music Artist Classification with Convolutional Recurrent Neural Networks	2019	Zain Nasrullah Yue Zhao
+	LSCP: Locally Selective Combination in Parallel Outlier Ensembles	2019	Yue Zhao Zain Nasrullah Maciej K. Hryniewicki Zheng Li
+	PyOD: A Python Toolbox for Scalable Outlier Detection	2019	Yue Zhao Zain Nasrullah Zheng Li
+	Music Artist Classification with Convolutional Recurrent Neural Networks	2019	Zain Nasrullah Yue Zhao
+	SynC: A Unified Framework for Generating Synthetic Population with Gaussian Copula	2019	Colin Wan Zheng Li Yue Zhao
+	PyOD: A Python Toolbox for Scalable Outlier Detection	2019	Yue Zhao Zain Nasrullah Zheng Li
+	DCSO: Dynamic Combination of Detector Scores for Outlier Ensembles	2019	Yue Zhao Maciej K. Hryniewicki
+ PDF Chat	XGBOD: Improving Supervised Outlier Detection with Unsupervised Representation Learning	2018	Yue Zhao Maciej K. Hryniewicki
+ PDF Chat	An empirical study of touch-based authentication methods on smartwatches	2017	Yue Zhao Zhongtian Qiu Yiqing Yang Weiwei Li Mingming Fan

Common Coauthors

Coauthor	Papers Together
Leman Akoglu	11
Xiyang Hu	9
Jimeng Sun	5
Cezar Ionescu	5
Nicola Botta	5
Zain Nasrullah	5
Cao Xiao	5
Zheng Li	4
Xueying Ding	4
Zheng Li	4
Cheng Cheng	3
George H. Chen	3
Maciej K. Hryniewicki	3
Guanchu Wang	2
Yile Chen	2
Quintín Martín Martín	2
Jianing Yang	2
Xiaorong Zhang	2
Devesh Kumar	2
Yusuf Roohani	2
Tianfan Fu	2
Purav Zumkhawaka	2
Zheng Li	2
Xia Hu	2
Meng-Chieh Lee	2
Daochen Zha	2
Connor W. Coley	2
Kwei-Herng Lai	2
Vincent S. Tseng	2
Marinka Žitnik	2
Christos Faloutsos	2
Pierre Jinghong Liang	2
Aluna Wang	2
Minyang Wan	2
Haoping Bai	2
Kexin Huang	2
Diego C. Martínez	2
Jialin Fu	2
Jure Leskovec	2
Junjie Xu	2
Wenhao Gao	2
Fu-Sheng Yu	1
Giancarlo Rossi	1
Yixiang Zhang	1
Ying Xiao	1
W. J. Murray	1
Minxian Li	1
Mengyao Liu	1
Sichun Sun	1
Yichen Xiao	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	PyOD: A Python Toolbox for Scalable Outlier Detection	2019	Yue Zhao Zain Nasrullah Zheng Li	19
+	Isolation Forest	2008	Fei Tony Liu Kai Ming Ting Zhi‐Hua Zhou	12
+	LSCP: Locally Selective Combination in Parallel Outlier Ensembles	2019	Yue Zhao Zain Nasrullah Maciej K. Hryniewicki Zheng Li	12
+ PDF Chat	XGBOD: Improving Supervised Outlier Detection with Unsupervised Representation Learning	2018	Yue Zhao Maciej K. Hryniewicki	11
+	Efficient algorithms for mining outliers from large data sets	2000	Sridhar Ramaswamy Rajeev Rastogi Kyuseok Shim	7
+	Feature bagging for outlier detection	2005	Aleksandar Lazarević Vipin Kumar	7
+	Optimal Sparse Decision Trees	2019	Xiyang Hu Cynthia Rudin Margo Seltzer	7
+	Theoretical Foundations and Algorithms for Outlier Ensembles	2015	Charų C. Aggarwal Saket Sathe	7
+	Outlier ensembles	2013	Charų C. Aggarwal	6
+ PDF Chat	Generative Adversarial Active Learning for Unsupervised Outlier Detection	2019	Yezheng Liu Zhe Li Chong Zhou Yuanchun Jiang Jianshan Sun Meng Wang Xiangnan He	6
+ PDF Chat	PyODDS: An End-to-end Outlier Detection System with Automated Machine Learning	2020	Yuening Li Daochen Zha Praveen Kumar Venugopal Na Zou Xia Hu	5
+	An Introduction to Copulas	1999	Roger B. Nelsen	5
+	LoOP	2009	Hans‐Peter Kriegel Peer Kröger Erich Schubert Arthur Zimek	4
+ PDF Chat	Simple algorithm portfolio for SAT	2011	Mladen Nikolić Filip Marić Predrag Janičić	4
+	Scikit-learn: Machine Learning in Python	2012	Fabián Pedregosa Gaël Varoquaux Alexandre Gramfort Vincent Michel Bertrand Thirion Olivier Grisel Mathieu Blondel Peter Prettenhofer Ron J. Weiss Vincent Dubourg	4
+	AutoOD: Automated Outlier Detection via Curiosity-guided Search and Self-imitation Learning	2020	Yuening Li Zhengzhang Chen Daochen Zha Kaixiong Zhou Haifeng Jin Haifeng Chen Xia Hu	4
+	SUOD: A Scalable Unsupervised Outlier Detection Framework	2020	Yue Zhao Xiyang Hu Cheng Cheng Cong Wang Cao Xiao Yunlong Wang Jimeng Sun Leman Akoglu	4
+	Learning Representations for Outlier Detection on a Budget	2015	Barbora Micenková Brian McWilliams Ira Assent	3
+	Copula Gaussian graphical models and their application to modeling functional disability data	2011	Adrian Dobra Alex Lenkoski	3
+	Discovering cluster-based local outliers	2003	Zengyou He Xiaofei Xu Shengchun Deng	3
+	On the internal evaluation of unsupervised outlier detection	2015	Henrique O. Marques Ricardo J. G. B. Campello Arthur Zimek Jörg Sander	3
+	Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization	2016	Lisha Li Kevin Jamieson Giulia DeSalvo Afshin Rostamizadeh Ameet Talwalkar	3
+	Statistical Comparisons of Classifiers over Multiple Data Sets	2006	Janez Demšar	3
+	WaveNet: A Generative Model for Raw Audio	2016	Aäron van den Oord Sander Dieleman Heiga Zen Karen Simonyan Oriol Vinyals Alexander Graves Nal Kalchbrenner Andrew Senior Koray Kavukcuoglu	3
+	Semi-supervised Rare Disease Detection Using Generative Adversarial Network	2018	Wenyuan Li Yunlong Wang Yong Cai Corey Arnold Emily Zhao Yilian Yuan	3
+ PDF Chat	Angle-based outlier detection in high-dimensional data	2008	Hans‐Peter Kriegel Matthias Schubert Arthur Zimek	3
+ PDF Chat	A Unifying Review of Deep and Shallow Anomaly Detection	2021	Lukas Ruff Jacob R. Kauffmann Robert A. Vandermeulen Grégoire Montavon Wojciech Samek Marius Kloft Thomas G. Dietterich Klaus‐Robert Müller	3
+	On the simulation of complex universes in the case of applying the german microcensus	2003	Ralf Münnich Josef Schürle	3
+	Contingency tables with given marginals	1968	C. T. Ireland S. Kullback	3
+	Models for Contingency Tables with Known Margins when Target and Sampled Populations Differ	1991	Roderick J. A. Little Mei-Miau Wu	3
+	Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift	2015	Sergey Ioffe Christian Szegedy	2
+ PDF Chat	The Analysis of Bivariate Truncated Data Using the Clayton Copula Model	2007	Antai Wang	2
+ PDF Chat	AutoML: A survey of the state-of-the-art	2020	Xin He Kaiyong Zhao Xiaowen Chu	2
+ PDF Chat	Convolutional recurrent neural networks for music classification	2017	Keunwoo Choi György Fazekas M. Sandler Kyunghyun Cho	2
+	Less is More: Building Selective Anomaly Ensembles	2015	Shebuti Rayana Leman Akoglu	2
+ PDF Chat	Sequential Ensemble Learning for Outlier Detection: A Bias-Variance Perspective	2016	Shebuti Rayana Wen Zhong Leman Akoglu	2
+	SynC: A Unified Framework for Generating Synthetic Population with Gaussian Copula	2019	Colin Wan Zheng Li Yue Zhao	2
+ PDF Chat	No free lunch theorems for optimization	1997	David H. Wolpert William G. Macready	2
+ PDF Chat	Time-Series Anomaly Detection Service at Microsoft	2019	Hansheng Ren Bixiong Xu Yujing Wang Chao Yi Congrui Huang Xiaoyu Kou Tony Xing Mao Yang Jie Tong Qi Zhang	2
+	DCSO: Dynamic Combination of Detector Scores for Outlier Ensembles	2019	Yue Zhao Maciej K. Hryniewicki	2
+ PDF Chat	HiCS: High Contrast Subspaces for Density-Based Outlier Ranking	2012	Fabian Keller Emmanuel Müller Klemens Böhm	2
+ PDF Chat	Local subspace-based outlier detection using global neighbourhoods	2016	Bas van Stein Matthijs van Leeuwen Thomas Bäck	2
+	Explaining Deep Convolutional Neural Networks on Music Classification	2016	Keunwoo Choi George Fazekas M. Sandler	2
+	Combination of multiple classifiers using local accuracy estimates	1997	K. Woods W. Philip Kegelmeyer Kevin W. Bowyer	2
+	Detection of money laundering groups using supervised learning in networks	2016	David Savage Qingmai Wang Pauline Chou Xiuzhen Zhang Xinghuo Yu	2
+ PDF Chat	Speech recognition with deep recurrent neural networks	2013	Alex Graves Abdelrahman Mohamed Geoffrey E. Hinton	2
+	Automatic tagging using deep convolutional neural networks	2016	Keunwoo Choi George Fazekas M. Sandler	2
+ PDF Chat	Feature hashing for large scale multitask learning	2009	Kilian Q. Weinberger Anirban Dasgupta John Langford Alex Smola Josh Attenberg	2
+	A Fast Algorithm for the Minimum Covariance Determinant Estimator	1999	Peter J. Rousseeuw Katrien Van Driessen	2
+	Interpreting and Unifying Outlier Scores	2011	Hans‐Peter Kriegel Peer Kröger Erich Schubert Arthur Zimek	2