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Haowen Xu
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2020 – today
- 2022
- [j5]Haowen Xu
, Andy Berres
, Yan Liu, Melissa R. Allen-Dumas, Jibonananda Sanyal:
An overview of visualization and visual analytics applications in water resources management. Environ. Model. Softw. 153: 105396 (2022) - [j4]Haowen Xu
, Hao Lu
, Zhenzhan Wang
, Jingyi Liu
, Wenyu Wang
:
The System Design and Preliminary Tests of the THz Atmospheric Limb Sounder (TALIS). IEEE Trans. Instrum. Meas. 71: 1-12 (2022) - 2021
- [j3]Haowen Xu, Andy Berres, Gautam S. Thakur, Jibonananda Sanyal, Supriya Chinthavali:
EPIsembleVis: A geo-visual analysis and comparison of the prediction ensembles of multiple COVID-19 models. J. Biomed. Informatics 124: 103941 (2021) - [j2]Haowen Xu
, Hao Lu
, Zhenzhan Wang
, Wenming He
, Wenyu Wang
:
Effect Analysis of the Digital Spectrometer FFT Algorithm on THz Atmospheric Limb Sounder (TALIS) System Sensitivity. Remote. Sens. 13(15): 2921 (2021) - [c12]Haowen Xu, Anne Berres, Chieh Ross Wang, Tim J. LaClair, Jibonananda Sanyal:
Visualizing Vehicle Acceleration and Braking Energy at Intersections along a Major Traffic Corridor. e-Energy 2021: 401-405 - [c11]Haowen Xu, Rong Chen, Mingzhi Xu, Ming Jiang, Xuming Lu:
Device-to-Device Collaborative Caching Strategy Based on Incentive Mechanism. ICCC 2021: 612-617 - [i4]Xinshi Chen, Yan Zhu, Haowen Xu, Mengyang Liu, Liang Xiong, Muhan Zhang, Le Song:
Efficient Dynamic Graph Representation Learning at Scale. CoRR abs/2112.07768 (2021) - 2020
- [j1]Yongqiang Duan
, Zhenzhan Wang
, Haowen Xu
, Wenyu Wang
:
Simulation of the Spectrum Response for the THz Atmosphere Limb Sounder (TALIS). Sensors 20(2): 498 (2020) - [c10]Gautam S. Thakur, Kevin A. Sparks, Anne Berres, Varisara Tansakul, Supriya Chinthavali, Matthew Whitehead, Erik Schmidt, Haowen Xu, Junchuan Fan
, Dustin Spears, Elton Cranfill:
COVID-19 Joint Pandemic Modeling and Analysis Platform. COVID@SIGSPATIAL 2020: 43-52 - [c9]Wenxiao Chen
, Wenda Liu
, Zhenting Cai
, Haowen Xu
, Dan Pei
:
VAEPP: Variational Autoencoder with a Pull-Back Prior. ICONIP (3) 2020: 366-379 - [c8]Haowen Xu
, Wenxiao Chen
, Jinlin Lai
, Zhihan Li
, Youjian Zhao
, Dan Pei
:
Shallow VAEs with RealNVP Prior can Perform as Well as Deep Hierarchical VAEs. ICONIP (5) 2020: 650-659 - [c7]Zhihan Li, Youjian Zhao, Haowen Xu, Wenxiao Chen, Shangqing Xu, Yilin Li, Dan Pei
:
Unsupervised Clustering through Gaussian Mixture Variational AutoEncoder with Non-Reparameterized Variational Inference and Std Annealing. IJCNN 2020: 1-8 - [c6]Ping Liu, Haowen Xu, Qianyu Ouyang, Rui Jiao, Zhekang Chen, Shenglin Zhang
, Jiahai Yang, Linlin Mo, Jice Zeng, Wenman Xue, Dan Pei
:
Unsupervised Detection of Microservice Trace Anomalies through Service-Level Deep Bayesian Networks. ISSRE 2020: 48-58
2010 – 2019
- 2019
- [c5]Haowen Xu, Hao Zhang, Zhiting Hu, Xiaodan Liang, Ruslan Salakhutdinov, Eric P. Xing:
AutoLoss: Learning Discrete Schedule for Alternate Optimization. ICLR (Poster) 2019 - [c4]Wenxiao Chen, Haowen Xu, Zeyan Li
, Dan Pei
, Jie Chen, Honglin Qiao, Yang Feng, Zhaogang Wang:
Unsupervised Anomaly Detection for Intricate KPIs via Adversarial Training of VAE. INFOCOM 2019: 1891-1899 - [i3]Haowen Xu, Wenxiao Chen, Jinlin Lai, Zhihan Li, Youjian Zhao, Dan Pei:
On the Necessity and Effectiveness of Learning the Prior of Variational Auto-Encoder. CoRR abs/1905.13452 (2019) - 2018
- [c3]Haowen Xu, Wenxiao Chen, Nengwen Zhao, Zeyan Li
, Jiahao Bu, Zhihan Li, Ying Liu, Youjian Zhao, Dan Pei
, Yang Feng, Jie Chen, Zhaogang Wang, Honglin Qiao:
Unsupervised Anomaly Detection via Variational Auto-Encoder for Seasonal KPIs in Web Applications. WWW 2018: 187-196 - [i2]Haowen Xu, Wenxiao Chen, Nengwen Zhao, Zeyan Li, Jiahao Bu, Zhihan Li, Ying Liu, Youjian Zhao, Dan Pei, Yang Feng, Jie Chen, Zhaogang Wang, Honglin Qiao:
Unsupervised Anomaly Detection via Variational Auto-Encoder for Seasonal KPIs in Web Applications. CoRR abs/1802.03903 (2018) - [i1]Haowen Xu, Hao Zhang, Zhiting Hu, Xiaodan Liang, Ruslan Salakhutdinov, Eric P. Xing:
AutoLoss: Learning Discrete Schedules for Alternate Optimization. CoRR abs/1810.02442 (2018) - 2017
- [c2]Marian Muste, Andrea Carson, Haowen Xu, Mariana Mocanu:
Community engagement in water resources planning using serious gaming. ICCP 2017: 445-451 - 2015
- [c1]Dapeng Liu, Youjian Zhao, Haowen Xu, Yongqian Sun, Dan Pei
, Jiao Luo, Xiaowei Jing, Mei Feng:
Opprentice: Towards Practical and Automatic Anomaly Detection Through Machine Learning. Internet Measurement Conference 2015: 211-224
Coauthor Index

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