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Haowen Xu
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2020 – today
- 2024
- [j13]Pablo Moriano, Andy Berres, Haowen Xu, Jibonananda Sanyal:
Spatiotemporal features of traffic help reduce automatic accident detection time. Expert Syst. Appl. 244: 122813 (2024) - [j12]Haowen Xu, Mingwei Tang, Tao Cai, Jie Hu, Mingfeng Zhao:
Dual-enhanced generative model with graph attention network and contrastive learning for aspect sentiment triplet extraction. Knowl. Based Syst. 301: 112342 (2024) - [j11]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): 1131-1145 (2024) - [j10]Haowen Xu, Femi Omitaomu, Soheil Sabri, Sisi Zlatanova, Xiao Li, Yongze Song:
Leveraging generative AI for urban digital twins: a scoping review on the autonomous generation of urban data, scenarios, designs, and 3D city models for smart city advancement. Urban Inform. 3(1): 29 (2024) - [i7]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 abs/2405.19255 (2024) - [i6]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 abs/2405.19464 (2024) - [i5]Haowen Xu, Jinghui Yuan, Anye Zhou, Guanhao Xu, Wan Li, Xuegang Ban, Xinyue Ye:
GenAI-powered Multi-Agent Paradigm for Smart Urban Mobility: Opportunities and Challenges for Integrating Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) with Intelligent Transportation Systems. CoRR abs/2409.00494 (2024) - 2023
- [j9]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: 558-580 (2023) - [j8]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): 3145-3156 (2023) - [c17]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: 29-38 - [c16]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: 3202-3213 - [c15]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: 2874-2884 - 2022
- [j7]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) - [j6]Kuldeep R. Kurte, Andy Berres, Haowen Xu:
The 15th ACM SIGSPATIAL International Workshop on Computational Transportation Science (IWCTS 2022), Seattle, WA, USA - November 1, 2022. ACM SIGSPATIAL Special 14(1): 12-18 (2022) - [j5]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) - [j4]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): 10530-10541 (2022) - [c14]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: 11-15 - [c13]Supriya Chinthavali, S. M. Shamimul Hasan, Srikanth B. Yoginath, Haowen Xu, Phil Nugent, Terry R. 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: 172-177 - [e1]Andy Berres, Kuldeep R. Kurte, Haowen Xu:
Proceedings of the 15th ACM SIGSPATIAL International Workshop on Computational Transportation Science, IWCTS 2022, Seattle, Washington, 1 November 2022. ACM 2022, ISBN 978-1-4503-9539-7 [contents] - 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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