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ORCIDHao Huang 0007
Person information
- affiliation: GE Global Research, San Ramon, CA, USA
- affiliation: Stony Brook University, Department of Computer Science, Stony Brook, NY, USA
Other persons with the same name
- Hao Huang — disambiguation page
- Hao Huang 0001
![[0000-0002-3777-1488]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-3777-1488")
— Wuhan University, School of Computer Science, China - Hao Huang 0002 — University of Southern California, Department of Electrical Engineering, Los Angeles, CA, USA
- Hao Huang 0003 — New York University, Brooklyn, NY, USA
- Hao Huang 0004 — Southwest Jiaotong University, School of Transportation and Logistics, China
- Hao Huang 0005 — National University of Singapore (and 2 more)
- Hao Huang 0006 — Princeton University, Department of Electrical and Computer Engineering, Princeton, NJ, USA (and 1 more)
- Hao Huang 0008 — Nanjing University of Posts and Telecommunications, College of Telecommunications and Information Engineering, Nanjing, China
- Hao Huang 0009 — Xinjiang Univerity, School of Information Science and Engineering, Xinjiang Provincial Key Laboratory of Multilingual Information Technology, Urumqi, China (and 1 more)
- Hao Huang 0010 — Huazhong University of Science and Technology, School of Software Engineering, Wuhan, China (and 1 more)
- Hao Huang 0011 — Nanjing University, Department of Computer Science and Technology, State Key Laboratory for Novel Software Technology, Nanjing, China
- Hao Huang 0012 — Yuan Ze University, Department of Industrial Engineering and Management, Taoyuan, Taiwan (and 1 more)
- Hao Huang 0013 — Nanjing University, School of Atmospheric Sciences, Frontiers Science Center for Critical Earth Material Cycling, Key Laboratory for Mesoscale Severe Weather, Nanjing, China (and 1 more)
- Hao Huang 0014 — Technische Informationsbibliothek (TIB), Hannover, Germany
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2020 – today
- 2024
[c25]Hao Huang, Tapan Shah, Scott Evans, Shinjae Yoo:
Energy Efficient Streaming Time Series Classification with Attentive Power Iteration. AAAI 2024: 12574-12582- [c24]Hao Huang, Tapan Shah, John Karigiannis, Scott Evans:
Deep Root Cause Analysis: Unveiling Anomalies and Enhancing Fault Detection in Industrial Time Series. IJCNN 2024: 1-8 - 2023
- [c23]Hao Huang, Shinjae Yoo:
Dynamic Variable Dependency Encoding and Its Application on Change Point Detection. PAKDD (4) 2023: 341-352 - 2022
- [c22]Hao Huang, Tapan Shah, Shinjae Yoo:
Deep Time Series Sketching and Its Application on Industrial Time Series Clustering. IEEE Big Data 2022: 1997-2006 - 2021
- [c21]Hao Huang, Feng Xue, Weizhong Yan, Tianyi Wang, Shinjae Yoo, Chenxiao Xu:
Learning Associations between Features and Clusters: An Interpretable Deep Clustering Method. IJCNN 2021: 1-10 - [c20]Chenxiao Xu, Hao Huang, Shinjae Yoo:
A Deep Neural Network for Multivariate Time Series Clustering with Result Interpretation. IJCNN 2021: 1-8 - [c19]Hao Huang, Shinjae Yoo, Chenxiao Xu:
Deep Clustering based on Bi-Space Association Learning. ACM Multimedia 2021: 12-21 - [c18]Sijie He, Hao Huang, Shinjae Yoo, Weizhong Yan, Feng Xue, Tianyi Wang, Chenxiao Xu:
Flight data anomaly detection and diagnosis with variable association change. SAC 2021: 346-354 - [c17]Hao Huang, Chenxiao Xu, Shinjae Yoo:
Interpretable temporal GANs for industrial imbalanced multivariate time series simulation and classification. SAC 2021: 924-933 - 2020
- [c16]Hao Huang, Chenxiao Xu, Shinjae Yoo, Weizhong Yan, Tianyi Wang, Feng Xue:
Imbalanced Time Series Classification for Flight Data Analyzing with Nonlinear Granger Causality Learning. CIKM 2020: 2533-2540
2010 – 2019
- 2019
- [j4]Pengfei Xu, Shuchu Han, Hao Huang, Hong Qin:
Redundant features removal for unsupervised spectral feature selection algorithms: an empirical study based on nonparametric sparse feature graph. Int. J. Data Sci. Anal. 8(1): 77-93 (2019) - [c15]Chenxiao Xu, Hao Huang, Shinjae Yoo:
Scalable Causal Graph Learning through a Deep Neural Network. CIKM 2019: 1853-1862 - [c14]Hao Huang, Shinjae Yoo, Yunwen Xu:
System Deterioration Detection and Root Cause Learning on Time Series Graphs. CIKM 2019: 2537-2545 - [c13]Hao Huang, Chenxiao Xu, Shinjae Yoo:
Bi-directional Causal Graph Learning through Weight-Sharing and Low-Rank Neural Network. ICDM 2019: 319-328 - [c12]Hao Huang, Shinjae Yoo, Yunwen Xu:
Failure Analysis on Multivariate Time-series Data given Uncertain Labels. MLDM (2) 2019: 640-654 - 2017
- [i1]Shuchu Han, Hao Huang, Hong Qin:
Automatically Redundant Features Removal for Unsupervised Feature Selection via Sparse Feature Graph. CoRR abs/1705.04804 (2017) - 2016
- [j3]Hao Huang, Shinjae Yoo, Dantong Yu, Hong Qin:
Diverse Power Iteration Embeddings: Theory and Practice. IEEE Trans. Knowl. Data Eng. 28(10): 2606-2620 (2016) - [c11]Shinjae Yoo, Hao Huang, Shiva Prasad Kasiviswanathan:
Streaming spectral clustering. ICDE 2016: 637-648 - 2015
- [j2]Hao Huang, Shinjae Yoo, Dantong Yu, Hong Qin:
Density-Aware Clustering Based on Aggregated Heat Kernel and Its Transformation. ACM Trans. Knowl. Discov. Data 9(4): 29:1-29:35 (2015) - [c10]Hao Huang, Shinjae Yoo, Shiva Prasad Kasiviswanathan:
Unsupervised Feature Selection on Data Streams. CIKM 2015: 1031-1040 - [c9]Jin Xu, Shinjae Yoo, Dantong Yu, Hao Huang, Dong Huang, John Heiser, Paul Kalb:
A Stochastic Framework for Solar Irradiance Forecasting Using Condition Random Field. PAKDD (1) 2015: 511-524 - [c8]Shuchu Han, Hao Huang, Hong Qin, Dantong Yu:
Locality-preserving L1-graph and its application in clustering. SAC 2015: 813-818 - 2014
- [j1]Hao Huang, Hong Qin, Shinjae Yoo, Dantong Yu:
Physics-Based Anomaly Detection Defined on Manifold Space. ACM Trans. Knowl. Discov. Data 9(2): 14:1-14:39 (2014) - [c7]Hao Huang, Shinjae Yoo, Dantong Yu, Hong Qin:
Diverse Power Iteration Embeddings and Its Applications. ICDM 2014: 200-209 - [c6]Hao Huang, Shinjae Yoo, Dantong Yu, Hong Qin:
Noise-Resistant Unsupervised Feature Selection via Multi-perspective Correlations. ICDM 2014: 210-219 - [c5]Hao Huang, Shinjae Yoo, Konstantine Kaznatcheev, Kevin G. Yager, Fang Lu, Dantong Yu, Oleg Gang, Andrei Fluerasu, Hong Qin:
Diffusion-based clustering analysis of coherent X-ray scattering patterns of self-assembled nanoparticles. SAC 2014: 85-90 - 2013
- [c4]Hao Huang, Jin Xu, Zhenzhou Peng, Shinjae Yoo, Dantong Yu, Dong Huang, Hong Qin:
Cloud motion estimation for short term solar irradiation prediction. SmartGridComm 2013: 696-701 - 2012
- [c3]Hao Huang, Hong Qin, Shinjae Yoo, Dantong Yu:
Local anomaly descriptor: a robust unsupervised algorithm for anomaly detection based on diffusion space. CIKM 2012: 405-414 - [c2]Hao Huang, Hong Qin, Shinjae Yoo, Dantong Yu:
A New Anomaly Detection Algorithm Based on Quantum Mechanics. ICDM 2012: 900-905 - 2011
- [c1]Hao Huang, Shinjae Yoo, Hong Qin, Dantong Yu:
A Robust Clustering Algorithm Based on Aggregated Heat Kernel Mapping. ICDM 2011: 270-279
Coauthor Index
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