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"Safe HVAC Control via Batch Reinforcement Learning"
Hsin-Yu Liu, Bharathan Balaji, Sicun Gao, Rajesh Gupta and Dezhi Hong
ACM International Conference on Cyber-Physical Systems (ICCPS),
2022. [Proceeding]
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"B2RL: An open-source Dataset for Building Batch Reinforcement Learning"
Hsin-Yu Liu, Xiaohan Fu, Bharathan Balaji, Rajesh Gupta and Dezhi Hong
ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (BuildSys),
2022. [Proceeding]
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"SQEE: A Machine Perception Approach to Sensing Quality Evaluation at the Edge by Uncertainty Quantification"
Shuheng Li, Dezhi Hong, Jingbo Shang and Rajesh K. Gupta
ACM Conference on Embedded Networked Sensor Systems (SenSys),
2022. [Proceeding]
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"TARNet: Task-Aware Reconstruction for Time-Series Transformer"
Ranak Roy Chowdhury, Xiyuan Zhang, Jingbo Shang, Rajesh K. Gupta and Dezhi Hong
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD),
2022. [Proceeding]
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"ESC-GAN: Extending Spatial Coverage of Physical Sensors"
Xiyuan Zhang, Ranak Roy Chowdhury, Jingbo Shang, Rajesh Gupta, Dezhi Hong
ACM International Conference on Web Search and Data Mining (WSDM),
2022. [Proceeding]
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