Haowen Xu

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 33

Top Topics

Anomaly Detection

Variational Inference

Water Resources Management

Incentive Mechanism

Top Venues

IEEE Trans. Intell. Transp. Syst.

Publications

Haowen Xu, Jinghui Yuan, Andy Berres, Yunli Shao, Chieh Ross Wang, Wan Li, Tim J. LaClair, Jibonananda Sanyal, Hong Wang
A Mobile Edge Computing Framework for Traffic Optimization at Urban Intersections Through Cyber-Physical Integration. IEEE Trans. Intell. Veh. 9 (1) (2024)
Jose Tupayachi, Haowen Xu, Olufemi A. Omitaomu, Mustafa Can Camur, Aliza Sharmin, Xueping Li
Towards Next-Generation Urban Decision Support Systems through AI-Powered Generation of Scientific Ontology using Large Language Models - A Case in Optimizing Intermodal Freight Transportation. CoRR (2024)
Pablo Moriano, Andy Berres, Haowen Xu, Jibonananda Sanyal
Spatiotemporal features of traffic help reduce automatic accident detection time. Expert Syst. Appl. 244 (2024)
Haowen Xu, Femi Omitaomu, Soheil Sabri, Xiao Li, Yongze Song
Leveraging Generative AI for Smart City Digital Twins: A Survey on the Autonomous Generation of Data, Scenarios, 3D City Models, and Urban Designs. CoRR (2024)
Haowen Xu, Andy Berres, Srikanth B. Yoginath, Harry Sorensen, Phil Nugent, Joseph Severino, Sarah A. Tennille, Alex Moore, Wesley B. Jones, Jibonananda Sanyal
Smart Mobility in the Cloud: Enabling Real-Time Situational Awareness and Cyber-Physical Control Through a Digital Twin for Traffic. IEEE Trans. Intell. Transp. Syst. 24 (3) (2023)
Zhe Xie, Haowen Xu, Wenxiao Chen, Wanxue Li, Huai Jiang, Liangfei Su, Hanzhang Wang, Dan Pei
Unsupervised Anomaly Detection on Microservice Traces through Graph VAE. WWW (2023)
Parisa Niloofar, Sanja Lazarova-Molnar, Olufemi A. Omitaomu, Haowen Xu, Xueping Li
A General Framework for Human-in-the-Loop Cognitive Digital Twins. WSC (2023)
Yifan Liu, Jiazhi Cai, Haowen Xu, Minghe Shan, Qingbin Gao
Stability and Hopf bifurcation of a love model with two delays. Math. Comput. Simul. 205 (2023)
Mingzhi Xu, Haowen Xu, Kuan Wu, Jianchao Chen, Ming Jiang
Route Optimization for UAV-to-UAV Communication Systems Leveraging Throughput and Energy Consumption. MedComNet (2023)
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 (2022)
Supriya Chinthavali, S. M. Shamimul Hasan, Srikanth B. Yoginath, Haowen Xu, Phil Nugent, Terry Jones, Cozmo Engebretsen, Joseph Olatt, Varisara Tansakul, Carter Christopher, Yarom Polsky
An Alternative Timing and Synchronization Approach for Situational Awareness and Predictive Analytics. IRI (2022)
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 (2022)
Haowen Xu, Xiaobing Liu, Jianming (Jamie) Lian, Yanfei Li, Mini Malhotra, Olufemi A Omitaomu
A geo-visual analysis for exploring the socioeconomic benefits of the heating electrification using geothermal energy. ARIC@SIGSPATIAL (2022)
Haowen Xu, Anne Berres, Sarah A. Tennille, Srinath Ravulaparthy, Chieh Wang, Jibonananda Sanyal
Continuous Emulation and Multiscale Visualization of Traffic Flow Using Stationary Roadside Sensor Data. IEEE Trans. Intell. Transp. Syst. 23 (8) (2022)
Kuldeep R. Kurte, Andy Berres, Haowen Xu
ACM SIGSPATIAL International Workshop on Computational Transportation Science (IWCTS 2022), Seattle, WA, USA - November 1, 2022. ACM SIGSPATIAL Special 14 (1) (2022)
Haowen Xu, Rong Chen, Mingzhi Xu, Ming Jiang, Xuming Lu
Device-to-Device Collaborative Caching Strategy Based on Incentive Mechanism. ICCC (2021)
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)
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 (2021)
Xinshi Chen, Yan Zhu, Haowen Xu, Mengyang Liu, Liang Xiong, Muhan Zhang, Le Song
Efficient Dynamic Graph Representation Learning at Scale. CoRR (2021)
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) (2021)
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)
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)
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)
Wenxiao Chen, Wenda Liu, Zhenting Cai, Haowen Xu, Dan Pei
VAEPP: Variational Autoencoder with a Pull-Back Prior. ICONIP (3) (2020)
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)
Yongqiang Duan, Zhenzhan Wang, Haowen Xu, Wenyu Wang
Simulation of the Spectrum Response for the THz Atmosphere Limb Sounder (TALIS). Sensors 20 (2) (2020)
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 (2019)
Haowen Xu, Hao Zhang, Zhiting Hu, Xiaodan Liang, Ruslan Salakhutdinov, Eric P. Xing
AutoLoss: Learning Discrete Schedule for Alternate Optimization. ICLR (Poster) (2019)
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)
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 (2018)
Haowen Xu, Hao Zhang, Zhiting Hu, Xiaodan Liang, Ruslan Salakhutdinov, Eric P. Xing
AutoLoss: Learning Discrete Schedules for Alternate Optimization. CoRR (2018)
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)
Marian Muste, Andrea Carson, Haowen Xu, Mariana Mocanu
Community engagement in water resources planning using serious gaming. ICCP (2017)
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)