| 2025 | ACL | From Perceptions to Decisions: Wildfire Evacuation Decision Prediction with Behavioral Theory-informed LLMs. | Ruxiao Chen, Chenguang Wang, Yuran Sun, Xilei Zhao, Susu Xu |
| 2024 | INFOCOM | QUEST: Quality-informed Multi-agent Dispatching System for Optimal Mobile Crowdsensing. | Zuxin Li, Fanhang Man, Xuecheng Chen, Susu Xu, Fan Dang, Xiao-Ping Zhang, Xinlei Chen |
| 2024 | IGARSS | Optimizing Rapid Seismic Building Damage Assessment: Integrating Enhanced Radar Change Detection Maps with Variational Bayesian Networks. | Xuechun Li, Runyu Gao, Paula M. Brgi, David Jay Wald, Susu Xu |
| 2024 | MOBICOM | Multi-Agent Target Pursuit Using Perception Uncertainty-Aware Reinforcement Learning. | Yuhan Cheng, Jirong Zha, Renjue Yang, Zhi Sun, Susu Xu, Xinlei Chen |
| 2023 | KDD | DisasterNet: Causal Bayesian Networks with Normalizing Flows for Cascading Hazards Estimation from Satellite Imagery. | Xuechun Li, Paula M. Brgi, Wei Ma, Hae Young Noh, David Jay Wald, Susu Xu |
| 2022 | SENSYS | Discovering and Understanding Algorithmic Biases in Autonomous Pedestrian Trajectory Predictions. | Andrew Bae, Susu Xu |
| 2022 | SENSYS | Near-Real-Time Seismic Human Fatality Information Retrieval from Social Media with Few-Shot Large-Language Models. | James Hou, Susu Xu |
| 2022 | SENSYS | Riemannian Geometric Instance Filtering for Transfer Learning in Brain-Computer Interfaces. | Qianxin Hui, Xiaolin Liu, Yang Li, Susu Xu, Shuailei Zhang, Ying Sun, Shuai Wang, Xinlei Chen, Dezhi Zheng |
| 2021 | SENSYS | Decoupling the unfairness propagation chain in crowd sensing and learning systems for spatio-temporal urban monitoring. | Gang Wang, Shijia Pan, Susu Xu |
| 2018 | AAAI | ILPC: Iterative Learning Using Physical Constraints in Real-World Sensing Data. | Tong Yu, Shijia Pan, Susu Xu, Xinlei Chen, Mostafa Mirshekari, Jonathon Fagert, Hae Young Noh, Pei Zhang, Ole J. Mengshoel |
| 2018 | ICMLA | MedAL: Accurate and Robust Deep Active Learning for Medical Image Analysis. | Asim Smailagic, Pedro Costa, Hae Young Noh, Devesh Walawalkar, Kartik Khandelwal, Adrian Galdran, Mostafa Mirshekari, Jonathon Fagert, Susu Xu, Pei Zhang, Aurlio J. C. Campilho |
| 2016 | SENSYS | An Indirect Traffic Monitoring Approach Using Building Vibration Sensing System: Poster Abstract. | Susu Xu, Lin Zhang, Pei Zhang, Hae Young Noh |