| Towards efficient data valuation based on the shapley value R Jia, D Dao, B Wang, FA Hubis, N Hynes, NM Gurel, B Li, C Zhang, ... The 22nd International Conference on Artificial Intelligence and Statistics …, 2019 | 139 | 2019 |
| The secret revealer: Generative model-inversion attacks against deep neural networks Y Zhang, R Jia, H Pei, W Wang, B Li, D Song Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 132 | 2020 |
| Virtual occupancy sensing: Using smart meters to indicate your presence M Jin, R Jia, CJ Spanos IEEE Transactions on Mobile Computing 16 (11), 3264-3277, 2017 | 96 | 2017 |
| Robust anomaly detection and backdoor attack detection via differential privacy M Du, R Jia, D Song arXiv preprint arXiv:1911.07116, 2019 | 74 | 2019 |
| Presencesense: Zero-training algorithm for individual presence detection based on power monitoring M Jin, R Jia, Z Kang, IC Konstantakopoulos, CJ Spanos Proceedings of the 1st ACM Conference on Embedded Systems for Energy …, 2014 | 64 | 2014 |
| Efficient task-specific data valuation for nearest neighbor algorithms R Jia, D Dao, B Wang, FA Hubis, NM Gurel, B Li, C Zhang, C Spanos, ... PVLDB 12 (11), 1610-1623, 2019 | 57 | 2019 |
| Privacy-Enhanced Architecture for Occupancy-based HVAC Control R Jia, R Dong, SS Sastry, CJ Spanos The 8th ACM/IEEE International Conference on Cyber-Physical Systems, 2017 | 56 | 2017 |
| Design automation for smart building systems R Jia, B Jin, M Jin, Y Zhou, IC Konstantakopoulos, H Zou, J Kim, D Li, ... Proceedings of the IEEE 106 (9), 1680-1699, 2018 | 52 | 2018 |
| Refit: a unified watermark removal framework for deep learning systems with limited data X Chen, W Wang, C Bender, Y Ding, R Jia, B Li, D Song Proceedings of the 2021 ACM Asia Conference on Computer and Communications …, 2021 | 49 | 2021 |
| Environmental sensing by wearable device for indoor activity and location estimation M Jin, H Zou, K Weekly, R Jia, AM Bayen, CJ Spanos IECON 2014-40th Annual Conference of the IEEE Industrial Electronics Society …, 2014 | 49 | 2014 |
| Data analytics and optimization of an ice-based energy storage system for commercial buildings N Luo, T Hong, H Li, R Jia, W Weng Applied Energy 204, 459-475, 2017 | 46 | 2017 |
| Advanced Building Control via Deep Reinforcement Learning R Jia, M Jin, K Sun, T Hong, C Spanos The 10th International Conference on Applied Energy, 2018 | 45 | 2018 |
| A Principled Approach to Data Valuation for Federated Learning T Wang, J Rausch, C Zhang, R Jia, D Song Federated Learning: Privacy and Incentive, 2020 | 40 | 2020 |
| A Fully Unsupervised Nonintrusive Load Monitoring Framework R Jia, Y Gao, C Spanos 2015 IEEE International Conference on Smart Grid Communications (SmartGridComm), 2015 | 38 | 2015 |
| SoundLoc: Accurate room-level indoor localization using acoustic signatures R Jia, M Jin, Z Chen, CJ Spanos 2015 IEEE International Conference on Automation Science and Engineering …, 2015 | 36* | 2015 |
| Infobert: Improving robustness of language models from an information theoretic perspective B Wang, S Wang, Y Cheng, Z Gan, R Jia, B Li, J Liu arXiv preprint arXiv:2010.02329, 2020 | 35 | 2020 |
| PAD: Protecting Anonymity in Publishing Building Related Datasets R Jia, FC Sangogboye, T Hong, C Spanos, MB Kjaergaard The 4th ACM International Conference on Systems for Energy-Efficient Built …, 2017 | 26 | 2017 |
| Buildings.Occupants: a Modelica package for modelling occupant behaviour in buildings Z Wang, T Hong, R Jia Journal of Building Performance Simulation 12 (4), 433-444, 2019 | 22 | 2019 |
| Mapsentinel: Can the knowledge of space use improve indoor tracking further? R Jia, M Jin, H Zou, Y Yesilata, L Xie, C Spanos Sensors 16 (4), 472, 2016 | 20 | 2016 |
| Occupancy modelling in shared spaces of buildings: a queueing approach R Jia, C Spanos Journal of Building Performance Simulation 10 (4), 406-421, 2017 | 19 | 2017 |
Costas SpanosProfessor of Electrical Engineering and Computer Sciences, University of California, BerkeleyVerified email at berkeley.edu
