2023

"Debugging Buildings with Mixed Reality" Xiaohan Fu, John Pedraz, Anthony Rowe, and Rajesh Gupta ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (BuildSys), 2023. [Proceeding]
"BEAR-Data: Analysis and Applications of an Open Multizone Building Dataset" Yuexin Bian*, Xiaohan Fu*, Bo Liu, Rohith Rachala, Rajesh K. Gupta, and Yuanyuan Shi was published in ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (BuildSys), 2023. [Proceeding]
"Physics-Informed Data Denoising for Real-Life Sensing Systems" Xiyuan Zhang, Xiaohan Fu, Diyan Teng, Chengyu Dong, Keerthivasan Vijayakumar, Jiayun Zhang, Ranak Roy Chowdhury, Junsheng Han, Dezhi Hong, Rashmi Kulkarni, Jingbo Shang and Rajesh K. Gupta ACM Conference on Embedded Networked Sensor Systems (SenSys), 2023. [Proceeding]
"Unleashing the Power of Shared Label Structures for Human Activity Recognition" Xiyuan Zhang, Ranak Roy Chowdhury, Jiayun Zhang, Dezhi Hong, Rajesh K. Gupta and Jingbo Shang ACM International Conference on Information and Knowledge Management (CIKM), 2023. [Proceeding]
"Rule-based Policy Regularization for Reinforcement Learning-based Building Control" Hsin-Yu Liu, Bharathan Balaji, Rajesh K. Gupta, and Dezhi Hong ACM International Conference on Future Energy Systems (e-Energy), 2023. [Proceeding]
"Navigating Alignment For Non-identical Client Class Sets: A Label Name-Anchored Federated Learning Framework" Jiayun Zhang, Xiyuan Zhang, Xinyang Zhang, Dezhi Hong, Rajesh K. Gupta and Jingbo Shang ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2023. [Proceeding]
"Minimally Supervised Contextual Inference from Human Mobility: An Iterative Collaborative Distillation Framework" Jiayun Zhang, Xinyang Zhang, Dezhi Hong, Rajesh Gupta and Jingbo Shang International Joint Conference on Artificial Intelligence (IJCAI), 2023. [Proceeding]
"Towards Diverse and Coherent Augmentation for Time-Series Forecasting" Xiyuan Zhang, Ranak Roy Chowdhury, Jingbo Shang, Rajesh K. Gupta and Dezhi Hong IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023. [Proceeding]
"PrimeNet: Pre-training for Irregular Multivariate Time-Series" Ranak Roy Chowdhury, Jiacheng Li, Xiyuan Zhang, Dezhi Hong, Jingbo Shang and Rajesh K. Gupta AAAI Conference on Artificial Intelligence (AAAI), 2023. [Proceeding]