Susu Xu

59 papers A* 4C 2Misc 5Journal 35Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Learning Dynamic Belief Graphs for Theory-of-mind Reasoning.
CoRR
Ruxiao Chen, Xilei Zhao, Thomas J. Cova, Frank A. Drews, Susu Xu
2026 J jnl
Multi-Task Anti-Causal Learning for Reconstructing Urban Events from Residents' Reports.
CoRR
Liangkai Zhou, Susu Xu, Shuqi Zhong, Shan Lin
2026 J jnl
Persona-aware and Explainable Bikeability Assessment: A Vision-Language Model Approach.
CoRR
Yilong Dai, Ziyi Wang, Chenguang Wang, Kexin Zhou, Yiheng Qian, Susu Xu, Xiang Yan
2026 J jnl
QUIDS: Quality-Informed Incentive-Driven Multiagent Dispatching System for Mobile Crowdsensing.
IEEE Internet Things J.
Nan Zhou, Zuxin Li, Fanhang Man, Xuecheng Chen, Susu Xu, Fan Dang, Chaopeng Hong, Yunhao Liu, Xiao-Ping Zhang, Xinlei Chen
2026 J jnl
SniffySquad: Patchiness-Aware Gas Source Localization with Multi-Robot Collaboration.
ACM Trans. Sens. Networks
Yuhan Cheng, Xuecheng Chen, Yixuan Yang, Haoyang Wang, Jingao Xu, Chaopeng Hong, Susu Xu, Xiao-Ping Zhang, Yunhao Liu, Xinlei Chen
2025 J jnl
A Survey of Autonomous Driving from a Deep Learning Perspective.
ACM Comput. Surv.
Jingyuan Zhao, Yuyan Wu, Rui Deng, Susu Xu, Jinpeng Gao, Andrew F. Burke
2025 — conf
Decision-focused Sensing and Forecasting for Adaptive and Rapid Flood Response: An Implicit Learning Approach.
BuildSys
Qian Sun, Graham Hults, Susu Xu
2025 J jnl
Decision-focused Sensing and Forecasting for Adaptive and Rapid Flood Response: An Implicit Learning Approach.
CoRR
Qian Sun, Graham Hults, Susu Xu
2025 J jnl
From Image Generation to Infrastructure Design: a Multi-agent Pipeline for Street Design Generation.
CoRR
Chenguang Wang, Xiang Yan, Yilong Dai, Ziyi Wang, Susu Xu
2025 — conf
From Perceptions to Decisions: Wildfire Evacuation Decision Prediction with Behavioral Theory-informed LLMs.
ACL (1)
Ruxiao Chen, Chenguang Wang, Yuran Sun, Xilei Zhao, Susu Xu
2025 J jnl
From Perceptions to Decisions: Wildfire Evacuation Decision Prediction with Behavioral Theory-informed LLMs.
CoRR
Ruxiao Chen, Chenguang Wang, Yuran Sun, Xilei Zhao, Susu Xu
2025 J jnl
Multi-class Seismic Building Damage Assessment from InSAR Imagery using Quadratic Variational Causal Bayesian Inference.
CoRR
Xuechun Li, Susu Xu
2025 J jnl
Multi-resolution Score-Based Variational Graphical Diffusion for Causal Disaster System Modeling and Inference.
CoRR
Xuechun Li, Shan Gao, Susu Xu
2025 — ed.
Proceedings of the 12th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, BuildSys 2025, Colorado School of Mines, Golden, CO, USA, November 19-21, 2025
BuildSys
Dong Chen, Wan Du, Susu Xu
2025 J jnl
QUIDS: Quality-informed Incentive-driven Multi-agent Dispatching System for Mobile Crowdsensing.
CoRR
Nan Zhou, Zuxin Li, Fanhang Man, Xuecheng Chen, Susu Xu, Fan Dang, Chaopeng Hong, Yunhao Liu, Xiao-Ping Zhang, Xinlei Chen
2025 J jnl
Spatially-Heterogeneous Causal Bayesian Networks for Seismic Multi-Hazard Estimation: A Variational Approach with Gaussian Processes and Normalizing Flows.
CoRR
Xuechun Li, Shan Gao, Runyu Gao, Susu Xu
2025 J jnl
Where You Go is Who You Are: Behavioral Theory-Guided LLMs for Inverse Reinforcement Learning.
CoRR
Yuran Sun, Susu Xu, Chenguang Wang, Xilei Zhao
2024 J jnl
A time-series based deep survival analysis model for failure prediction in urban infrastructure systems.
Eng. Appl. Artif. Intell.
Binyu Yang, Xuanwen Liang, Susu Xu, Man Sing Wong, Wei Ma
2024 A* conf
Multi-Agent Target Pursuit Using Perception Uncertainty-Aware Reinforcement Learning.
MobiCom
Yuhan Cheng, Jirong Zha, Renjue Yang, Zhi Sun, Susu Xu, Xinlei Chen
2024 C conf
Optimizing Rapid Seismic Building Damage Assessment: Integrating Enhanced Radar Change Detection Maps with Variational Bayesian Networks.
IGARSS
Xuechun Li, Runyu Gao, Paula M. Bürgi, David Jay Wald, Susu Xu
2024 J jnl
Post-hurricane building damage assessment using street-view imagery and structured data: A multi-modal deep learning approach.
CoRR
Zhuoqun Xue, Xiaojian Zhang, David O. Prevatt, Jennifer Bridge, Susu Xu, Xilei Zhao
2024 A* conf
Preventing Model Collapse in Deep Canonical Correlation Analysis by Noise Regularization.
NeurIPS
Junlin He, Jinxiao Du, Susu Xu, Wei Ma
2024 J jnl
Preventing Model Collapse in Deep Canonical Correlation Analysis by Noise Regularization.
CoRR
Junlin He, Jinxiao Du, Susu Xu, Wei Ma
2024 A* conf
QUEST: Quality-informed Multi-agent Dispatching System for Optimal Mobile Crowdsensing.
INFOCOM
Zuxin Li, Fanhang Man, Xuecheng Chen, Susu Xu, Fan Dang, Xiao-Ping Zhang, Xinlei Chen
2024 J jnl
SOScheduler: Toward Proactive and Adaptive Wildfire Suppression via Multi-UAV Collaborative Scheduling.
IEEE Internet Things J.
Xuecheng Chen, Zijian Xiao, Yuhan Cheng, Chen-Chun Hsia, Haoyang Wang, Jingao Xu, Susu Xu, Fan Dang, Xiao-Ping Zhang, Yunhao Liu, Xinlei Chen
2024 J jnl
SniffySquad: Patchiness-Aware Gas Source Localization with Multi-Robot Collaboration.
CoRR
Yuhan Cheng, Xuecheng Chen, Yixuan Yang, Haoyang Wang, Jingao Xu, Chaopeng Hong, Susu Xu, Xiao-Ping Zhang, Yunhao Liu, Xinlei Chen
2024 J jnl
Spatial-variant causal Bayesian inference for rapid seismic ground failures and impacts estimation.
CoRR
Xuechun Li, Susu Xu
2024 J jnl
Study on the Cascading Failure Robustness of the Belt and Road Land-Sea Transport Network under Emergencies.
Symmetry
Chaojun Ding, Zhilin Wang, Susu Xu
2023 — conf
Causality-informed Rapid Post-hurricane Building Damage Detection in Large Scale from InSAR Imagery.
EM-GIS
Chenguang Wang, Yepeng Liu, Xiaojian Zhang, Xuechun Li, Vladimir Paramygin, Arthriya Subgranon, Y. Peter Sheng, Xilei Zhao, Susu Xu
2023 J jnl
Causality-informed Rapid Post-hurricane Building Damage Detection in Large Scale from InSAR Imagery.
CoRR
Chenguang Wang, Yepeng Liu, Xiaojian Zhang, Xuechun Li, Vladimir Paramygin, Arthriya Subgranon, Y. Peter Sheng, Xilei Zhao, Susu Xu
2023 A* conf
DisasterNet: Causal Bayesian Networks with Normalizing Flows for Cascading Hazards Estimation from Satellite Imagery.
KDD
Xuechun Li, Paula M. Bürgi, Wei Ma, Hae Young Noh, David Jay Wald, Susu Xu
2023 J jnl
Near-real-time Earthquake-induced Fatality Estimation using Crowdsourced Data and Large-Language Models.
CoRR
Chenguang Wang, Davis Engler, Xuechun Li, James Hou, David Jay Wald, Kishor Jaiswal, Susu Xu
2022 J jnl
Adaptive Hybrid Model-Enabled Sensing System (HMSS) for Mobile Fine-Grained Air Pollution Estimation.
IEEE Trans. Mob. Comput.
Xinlei Chen, Susu Xu, Xinyu Liu, Xiangxiang Xu, Hae Young Noh, Lin Zhang, Pei Zhang
2022 J jnl
Bayesian Updating of Seismic Ground Failure Estimates via Causal Graphical Models and Satellite Imagery.
CoRR
Susu Xu, Joshua Dimasaka, David Jay Wald, Hae Young Noh
2022 Misc conf
Discovering and Understanding Algorithmic Biases in Autonomous Pedestrian Trajectory Predictions.
SenSys
Andrew Bae, Susu Xu
2022 — conf
Incentivizing Mobility of Multi-agent Vehicle Swarms with Deep Reinforcement Learning for Sensing Coverage Optimization.
UbiComp/ISWC Adjunct
Mohib Azam, Xinlei Chen, Susu Xu
2022 Misc conf
Near-Real-Time Seismic Human Fatality Information Retrieval from Social Media with Few-Shot Large-Language Models.
SenSys
James Hou, Susu Xu
2022 Misc conf
Riemannian Geometric Instance Filtering for Transfer Learning in Brain-Computer Interfaces.
SenSys
Qianxin Hui, Xiaolin Liu, Yang Li, Susu Xu, Shuailei Zhang, Ying Sun, Shuai Wang, Xinlei Chen, Dezhi Zheng
2022 J jnl
TCACNet: Temporal and channel attention convolutional network for motor imagery classification of EEG-based BCI.
Inf. Process. Manag.
Xiaolin Liu, Rongye Shi, Qianxin Hui, Susu Xu, Shuai Wang, Rui Na, Ying Sun, Wenbo Ding, Dezhi Zheng, Xinlei Chen
2021 J jnl
AutoQual: task-oriented structural vibration sensing quality assessment leveraging co-located mobile sensing context.
CCF Trans. Pervasive Comput. Interact.
Yue Zhang, Zhizhang Hu, Susu Xu, Shijia Pan
2021 — conf
Decoupling the unfairness propagation chain in crowd sensing and learning systems for spatio-temporal urban monitoring.
BuildSys
Gang Wang, Shijia Pan, Susu Xu
2021 J jnl
HierMUD: Hierarchical Multi-task Unsupervised Domain Adaptation between Bridges for Drive-by Damage Diagnosis.
CoRR
Jingxiao Liu, Susu Xu, Mario Bergés, Hae Young Noh
2021 — conf
TACNet: Task-aware Electroencephalogram Classification for Brain-Computer Interface through A Novel Temporal Attention Convolutional Network.
UbiComp/ISWC Adjunct
Xiaolin Liu, Qianxin Hui, Susu Xu, Shuai Wang, Rui Na, Ying Sun, Xinlei Chen, Dezhi Zheng
2020 — conf
A generative simulation platform for multi-agent systems with incentives.
UbiComp/ISWC Adjunct
Zhengwei Wu, Xiaoxi Zhang, Susu Xu, Xinlei Chen, Pei Zhang, Hae Young Noh, Carlee Joe-Wong
2020 — conf
CML-IOT 2020: the second workshop on continual and multimodal learning for internet of things.
UbiComp/ISWC Adjunct
Susu Xu, Shijia Pan, Tong Yu
2020 J jnl
O-MedAL: Online active deep learning for medical image analysis.
WIREs Data Mining Knowl. Discov.
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
2020 J jnl
PAS: Prediction-Based Actuation System for City-Scale Ridesharing Vehicular Mobile Crowdsensing.
IEEE Internet Things J.
Xinlei Chen, Susu Xu, Jun Han, Haohao Fu, Xidong Pi, Carlee Joe-Wong, Yong Li, Lin Zhang, Hae Young Noh, Pei Zhang
2020 Misc conf
Using Mobile Sensing to Enable the Signal Quality Assessment for Infrastructure Sensing Systems.
HotMobile
Yue Zhang, Susu Xu, Laixi Shi, Shijia Pan
2020 J jnl
iLOCuS: Incentivizing Vehicle Mobility to Optimize Sensing Distribution in Crowd Sensing.
IEEE Trans. Mob. Comput.
Susu Xu, Xinlei Chen, Xidong Pi, Carlee Joe-Wong, Pei Zhang, Hae Young Noh
2019 — conf
ASC: actuation system for city-wide crowdsensing with ride-sharing vehicular platform.
SCOPE@CPSIoTWeek
Xinlei Chen, Susu Xu, Haohao Fu, Carlee Joe-Wong, Lin Zhang, Hae Young Noh, Pei Zhang
2019 — conf
CML-IOT 2019: the first workshop on continual and multimodal learning for internet of things.
UbiComp/ISWC Adjunct
Tong Yu, Shijia Pan, Susu Xu, Yilin Shen, Botao Hao
2019 J jnl
O-MedAL: Online Active Deep Learning for Medical Image Analysis.
CoRR
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
2019 — conf
Vehicle dispatching for sensing coverage optimization in mobile crowdsensing systems: poster abstract.
IPSN
Susu Xu, Xinlei Chen, Xidong Pi, Carlee Joe-Wong, Pei Zhang, Hae Young Noh
2018 J jnl
An Incentive Mechanism for Crowd Sensing with Colluding Agents.
CoRR
Susu Xu, Weiguang Mao, Yue Cao, Hae Young Noh, Nihar B. Shah
2018 — conf
ILPC: Iterative Learning Using Physical Constraints in Real-World Sensing Data.
AAAI Workshops
Tong Yu, Shijia Pan, Susu Xu, Xinlei Chen, Mostafa Mirshekari, Jonathon Fagert, Hae Young Noh, Pei Zhang, Ole J. Mengshoel
2018 C conf
MedAL: Accurate and Robust Deep Active Learning for Medical Image Analysis.
ICMLA
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
2018 J jnl
MedAL: Deep Active Learning Sampling Method for Medical Image Analysis.
CoRR
Asim Smailagic, Hae Young Noh, Pedro Costa, Devesh Walawalkar, Kartik Khandelwal, Mostafa Mirshekari, Jonathon Fagert, Adrian Galdran, Susu Xu
2018 J jnl
Stackelberg GAN: Towards Provable Minimax Equilibrium via Multi-Generator Architectures.
CoRR
Hongyang Zhang, Susu Xu, Jiantao Jiao, Pengtao Xie, Ruslan Salakhutdinov, Eric P. Xing
2016 Misc conf
An Indirect Traffic Monitoring Approach Using Building Vibration Sensing System: Poster Abstract.
SenSys
Susu Xu, Lin Zhang, Pei Zhang, Hae Young Noh