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2020 – today
- 2024
[j9]Binyu Yang
, Xuanwen Liang, Susu Xu, Man Sing Wong, Wei Ma:
A time-series based deep survival analysis model for failure prediction in urban infrastructure systems. Eng. Appl. Artif. Intell. 136: 108876 (2024)- [j8]Xuecheng Chen, Zijian Xiao, Yuhan Cheng, Chen-Chun Hsia, Haoyang Wang, Jingao Xu, Susu Xu, Fan Dang, Xiao-Ping Zhang, Yunhao Liu, Xinlei Chen:
SOScheduler: Toward Proactive and Adaptive Wildfire Suppression via Multi-UAV Collaborative Scheduling. IEEE Internet Things J. 11(14): 24858-24871 (2024) - [j7]Chaojun Ding, Zhilin Wang, Susu Xu:
Study on the Cascading Failure Robustness of the Belt and Road Land-Sea Transport Network under Emergencies. Symmetry 16(6): 736 (2024) - [c19]Xuechun Li, Runyu Gao, Paula M. Bürgi, David Jay Wald, Susu Xu:
Optimizing Rapid Seismic Building Damage Assessment: Integrating Enhanced Radar Change Detection Maps with Variational Bayesian Networks. IGARSS 2024: 3791-3795 - [c18]Zuxin Li, Fanhang Man, Xuecheng Chen, Susu Xu, Fan Dang, Xiao-Ping Zhang, Xinlei Chen:
QUEST: Quality-informed Multi-agent Dispatching System for Optimal Mobile Crowdsensing. INFOCOM 2024: 1811-1820 - [i10]Zhuoqun Xue, Xiaojian Zhang, David O. Prevatt, Jennifer Bridge, Susu Xu, Xilei Zhao:
Post-hurricane building damage assessment using street-view imagery and structured data: A multi-modal deep learning approach. CoRR abs/2404.07399 (2024) - [i9]Junlin He, Jinxiao Du, Susu Xu, Wei Ma:
Preventing Model Collapse in Deep Canonical Correlation Analysis by Noise Regularization. CoRR abs/2411.00383 (2024) - 2023
- [c17]Chenguang Wang, Yepeng Liu, Xiaojian Zhang, Xuechun Li, Vladimir Paramygin, Arthriya Subgranon, Y. Peter Sheng, Xilei Zhao, Susu Xu:
Causality-informed Rapid Post-hurricane Building Damage Detection in Large Scale from InSAR Imagery. EM-GIS 2023: 7-12 - [c16]Xuechun Li, Paula M. Bürgi, Wei Ma, Hae Young Noh, David Jay Wald, Susu Xu:
DisasterNet: Causal Bayesian Networks with Normalizing Flows for Cascading Hazards Estimation from Satellite Imagery. KDD 2023: 4391-4403 - [i8]Chenguang Wang, Yepeng Liu, Xiaojian Zhang, Xuechun Li, Vladimir Paramygin, Arthriya Subgranon, Y. Peter Sheng, Xilei Zhao, Susu Xu:
Causality-informed Rapid Post-hurricane Building Damage Detection in Large Scale from InSAR Imagery. CoRR abs/2310.01565 (2023) - [i7]Chenguang Wang, Davis Engler, Xuechun Li, James Hou, David Jay Wald, Kishor Jaiswal, Susu Xu:
Near-real-time Earthquake-induced Fatality Estimation using Crowdsourced Data and Large-Language Models. CoRR abs/2312.03755 (2023) - 2022
- [j6]Xiaolin Liu, Rongye Shi, Qianxin Hui, Susu Xu, Shuai Wang, Rui Na, Ying Sun, Wenbo Ding, Dezhi Zheng, Xinlei Chen:
TCACNet: Temporal and channel attention convolutional network for motor imagery classification of EEG-based BCI. Inf. Process. Manag. 59(5): 103001 (2022) - [j5]Xinlei Chen, Susu Xu, Xinyu Liu, Xiangxiang Xu, Hae Young Noh, Lin Zhang, Pei Zhang:
Adaptive Hybrid Model-Enabled Sensing System (HMSS) for Mobile Fine-Grained Air Pollution Estimation. IEEE Trans. Mob. Comput. 21(6): 1927-1944 (2022) - [c15]Mohib Azam, Xinlei Chen, Susu Xu:
Incentivizing Mobility of Multi-agent Vehicle Swarms with Deep Reinforcement Learning for Sensing Coverage Optimization. UbiComp/ISWC Adjunct 2022: 397-402 - [c14]James Hou, Susu Xu:
Near-Real-Time Seismic Human Fatality Information Retrieval from Social Media with Few-Shot Large-Language Models. SenSys 2022: 1141-1147 - [c13]Andrew Bae, Susu Xu:
Discovering and Understanding Algorithmic Biases in Autonomous Pedestrian Trajectory Predictions. SenSys 2022: 1155-1161 - [c12]Qianxin Hui, Xiaolin Liu, Yang Li, Susu Xu, Shuailei Zhang, Ying Sun, Shuai Wang, Xinlei Chen, Dezhi Zheng:
Riemannian Geometric Instance Filtering for Transfer Learning in Brain-Computer Interfaces. SenSys 2022: 1162-1167 - [i6]Susu Xu, Joshua Dimasaka, David Jay Wald, Hae Young Noh:
Bayesian Updating of Seismic Ground Failure Estimates via Causal Graphical Models and Satellite Imagery. CoRR abs/2204.07653 (2022) - 2021
- [j4]Yue Zhang, Zhizhang Hu, Susu Xu, Shijia Pan:
AutoQual: task-oriented structural vibration sensing quality assessment leveraging co-located mobile sensing context. CCF Trans. Pervasive Comput. Interact. 3(4): 378-396 (2021) - [c11]Xiaolin Liu, Qianxin Hui, Susu Xu, Shuai Wang, Rui Na, Ying Sun, Xinlei Chen, Dezhi Zheng:
TACNet: Task-aware Electroencephalogram Classification for Brain-Computer Interface through A Novel Temporal Attention Convolutional Network. UbiComp/ISWC Adjunct 2021: 660-665 - [c10]Gang Wang, Shijia Pan, Susu Xu:
Decoupling the unfairness propagation chain in crowd sensing and learning systems for spatio-temporal urban monitoring. BuildSys 2021: 200-203 - [i5]Jingxiao Liu, Susu Xu, Mario Bergés, Hae Young Noh:
HierMUD: Hierarchical Multi-task Unsupervised Domain Adaptation between Bridges for Drive-by Damage Diagnosis. CoRR abs/2107.11435 (2021) - 2020
- [j3]Xinlei Chen, Susu Xu, Jun Han, Haohao Fu, Xidong Pi, Carlee Joe-Wong, Yong Li, Lin Zhang, Hae Young Noh, Pei Zhang:
PAS: Prediction-Based Actuation System for City-Scale Ridesharing Vehicular Mobile Crowdsensing. IEEE Internet Things J. 7(5): 3719-3734 (2020) - [j2]Susu Xu, Xinlei Chen, Xidong Pi, Carlee Joe-Wong, Pei Zhang, Hae Young Noh:
iLOCuS: Incentivizing Vehicle Mobility to Optimize Sensing Distribution in Crowd Sensing. IEEE Trans. Mob. Comput. 19(8): 1831-1847 (2020) - [j1]Asim Smailagic, Pedro Costa, Alex Gaudio, Kartik Khandelwal, Mostafa Mirshekari, Jonathon Fagert, Devesh Walawalkar, Susu Xu, Adrian Galdran, Pei Zhang, Aurélio Campilho, Hae Young Noh:
O-MedAL: Online active deep learning for medical image analysis. WIREs Data Mining Knowl. Discov. 10(4) (2020) - [c9]Zhengwei Wu, Xiaoxi Zhang, Susu Xu, Xinlei Chen, Pei Zhang, Hae Young Noh, Carlee Joe-Wong:
A generative simulation platform for multi-agent systems with incentives. UbiComp/ISWC Adjunct 2020: 580-587 - [c8]Susu Xu, Shijia Pan, Tong Yu:
CML-IOT 2020: the second workshop on continual and multimodal learning for internet of things. UbiComp/ISWC Adjunct 2020: 616-618 - [c7]Yue Zhang, Susu Xu, Laixi Shi, Shijia Pan:
Using Mobile Sensing to Enable the Signal Quality Assessment for Infrastructure Sensing Systems. HotMobile 2020: 102
2010 – 2019
- 2019
- [c6]Xinlei Chen, Susu Xu, Haohao Fu, Carlee Joe-Wong, Lin Zhang, Hae Young Noh, Pei Zhang:
ASC: actuation system for city-wide crowdsensing with ride-sharing vehicular platform. SCOPE@CPSIoTWeek 2019: 19-24 - [c5]Tong Yu, Shijia Pan, Susu Xu, Yilin Shen, Botao Hao:
CML-IOT 2019: the first workshop on continual and multimodal learning for internet of things. UbiComp/ISWC Adjunct 2019: 465-467 - [c4]Susu Xu, Xinlei Chen, Xidong Pi, Carlee Joe-Wong, Pei Zhang, Hae Young Noh:
Vehicle dispatching for sensing coverage optimization in mobile crowdsensing systems: poster abstract. IPSN 2019: 311-312 - [i4]Asim Smailagic, Pedro Costa, Alex Gaudio, Kartik Khandelwal, Mostafa Mirshekari, Jonathon Fagert, Devesh Walawalkar, Susu Xu, Adrian Galdran, Pei Zhang, Aurélio Campilho, Hae Young Noh:
O-MedAL: Online Active Deep Learning for Medical Image Analysis. CoRR abs/1908.10508 (2019) - 2018
- [c3]Tong Yu, Shijia Pan, Susu Xu, Xinlei Chen, Mostafa Mirshekari, Jonathon Fagert, Hae Young Noh, Pei Zhang, Ole J. Mengshoel:
ILPC: Iterative Learning Using Physical Constraints in Real-World Sensing Data. AAAI Workshops 2018: 202-208 - [c2]Asim Smailagic, Pedro Costa, Hae Young Noh, Devesh Walawalkar, Kartik Khandelwal, Adrian Galdran, Mostafa Mirshekari, Jonathon Fagert, Susu Xu, Pei Zhang, Aurélio J. C. Campilho:
MedAL: Accurate and Robust Deep Active Learning for Medical Image Analysis. ICMLA 2018: 481-488 - [i3]Susu Xu, Weiguang Mao, Yue Cao, Hae Young Noh, Nihar B. Shah:
An Incentive Mechanism for Crowd Sensing with Colluding Agents. CoRR abs/1809.05161 (2018) - [i2]Asim Smailagic, Hae Young Noh, Pedro Costa, Devesh Walawalkar, Kartik Khandelwal, Mostafa Mirshekari, Jonathon Fagert, Adrian Galdran, Susu Xu:
MedAL: Deep Active Learning Sampling Method for Medical Image Analysis. CoRR abs/1809.09287 (2018) - [i1]Hongyang Zhang, Susu Xu, Jiantao Jiao, Pengtao Xie, Ruslan Salakhutdinov, Eric P. Xing:
Stackelberg GAN: Towards Provable Minimax Equilibrium via Multi-Generator Architectures. CoRR abs/1811.08010 (2018) - 2016
- [c1]Susu Xu, Lin Zhang, Pei Zhang, Hae Young Noh:
An Indirect Traffic Monitoring Approach Using Building Vibration Sensing System: Poster Abstract. SenSys 2016: 374-375
Coauthor Index
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