Susu Xu

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 37

Top Topics

Convolutional Network

Satellite Imagery

Medical Image Analysis

Top Venues

UbiComp/ISWC Adjunct

IEEE Trans. Mob. Comput.

Publications

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) (2024)
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 (2024)
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)
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 (2024)
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) (2024)
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)
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 (2023)
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 (2023)
Xuechun Li, Paula M. Bürgi, Wei Ma, Hae Young Noh, David Jay Wald, Susu Xu
Normalizing flow-based deep variational Bayesian network for seismic multi-hazards and impacts estimation from InSAR imagery. CoRR (2023)
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)
James Hou, Susu Xu
Near-Real-Time Seismic Human Fatality Information Retrieval from Social Media with Few-Shot Large-Language Models. SenSys (2022)
Andrew Bae, Susu Xu
Discovering and Understanding Algorithmic Biases in Autonomous Pedestrian Trajectory Predictions. SenSys (2022)
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) (2022)
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) (2022)
Susu Xu, Joshua Dimasaka, David J. Wald, Hae Young Noh
Bayesian Updating of Seismic Ground Failure Estimates via Causal Graphical Models and Satellite Imagery. CoRR (2022)
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)
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)
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)
Gang Wang, Shijia Pan, Susu Xu
Decoupling the unfairness propagation chain in crowd sensing and learning systems for spatio-temporal urban monitoring. BuildSys@SenSys (2021)
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) (2021)
Jingxiao Liu, Susu Xu, Mario Bergés, Hae Young Noh
HierMUD: Hierarchical Multi-task Unsupervised Domain Adaptation between Bridges for Drive-by Damage Diagnosis. CoRR (2021)
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)
Yue Zhang, Susu Xu, Laixi Shi, Shijia Pan
Using Mobile Sensing to Enable the Signal Quality Assessment for Infrastructure Sensing Systems. HotMobile (2020)
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) (2020)
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)
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) (2020)
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)
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 (2019)
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)
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)
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)
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 (2018)
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)
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)
Susu Xu, Weiguang Mao, Yue Cao, Hae Young Noh, Nihar B. Shah
An Incentive Mechanism for Crowd Sensing with Colluding Agents. CoRR (2018)
Hongyang Zhang, Susu Xu, Jiantao Jiao, Pengtao Xie, Ruslan Salakhutdinov, Eric P. Xing
Stackelberg GAN: Towards Provable Minimax Equilibrium via Multi-Generator Architectures. CoRR (2018)
Susu Xu, Lin Zhang, Pei Zhang, Hae Young Noh
An Indirect Traffic Monitoring Approach Using Building Vibration Sensing System: Poster Abstract. SenSys (2016)