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Publication
The updated collection is available at google scholar.
Preprints
- Fairness-Aware Demand Response: Online Learning and Regret Analysis
Xiao Chen, Hao Wang, Ram Rajagopal (submitted to IEEE Trans. Smart Grid)
- Generating private data with user customization
Xiao Chen, Thomas Navidi, Ram Rajagopal [arxiv]
Selected Papers
Journals
- Constructing dynamic residential energy lifestyles using Latent Dirichlet Allocation
Xiao Chen, Chad Zanocco, June Flora, Ram Rajagopal — Applied Energy, 2022 [paper]
- Energy Resource Control via Privacy Preserving Data
Xiao Chen, Thomas Navidi, Ram Rajagopal. — PSCC 2020: Special issue of Electric Power System Research (EPSR)
- Economic benefits of integrating solar-powered heat pumps into a CHP system
Jianxiao Wang, Haiwang Zhong, Chin-Woo Tan, Xiao Chen, Ram Rajagopal, Qing Xia, Chongqing Kang. — IEEE Transactions on Sustainable Energy, 2018
- Context-aware generative adversarial privacy
Chong Huang, Peter Kairouz, Xiao Chen, Lalitha Sankar, Ram Rajagopal — Entropy 19 (12), 656, 2017
- A Parking Sensing and Information System: Sensors, Deployment, and Evaluation
Xiao Chen, Zhen (Sean) Qian, Ram Rajagopal, Todd Stiers, Christopher Flores, Robert Kavaler,
Floyd Williams III — Transportation Research Record, 2016
Conferences
- Using Satellite Imagery to Automate Building Damage Assessment: A case study of the xBD dataset
Xiao Chen — IISE 2020 Annual Conference (Best Student Paper Award) [news link] [paper]
- Effective Data Fusion with Generalized Vegetation Index: Evidence from Land Cover Segmentation in Agriculture
Hao Sheng, Xiao Chen, Jingyi Su, Ram Rajagopal, Andrew Ng — CVPR 2020 Agriculture-Vision workshop
- Electric vehicle charging during the day or at night: A perspective on carbon emissions
Xiao Chen, Chin-Woo Tan, Sila Kiliccote, Ram Rajagopal. — IEEE Power & Energy Society General Meeting, 2019
- Distributed generation of privacy preserving data with user customization
Xiao Chen, Thomas Navidi, Stefano Ermon, Ram Rajagopal. — ICLR 2019 SafeML workshop
- Understanding Compressive Adversarial Privacy
Xiao Chen, Peter Kairouz, Ram Rajagopal. — IEEE Conference on Decision and Control, 2018
- Infrastructure Quality Assessment in Africa using Satellite Imagery and Deep Learning
Barak Oshri, Annie Hu, Peter Adelson, Xiao Chen, Pascaline Dupas, Jeremy Weinstein, Marshall Burke, David Lobell, Stefano Ermon — ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2018
- Optimal Travel Time Displays for Dynamic Message Signs
Xiao Chen, Fang He, Siriphong Lawphongpanich, Yafang Yin — Transportation Research Broad 91th Annual Meeting, 2012.
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