| Personal thermal comfort models with wearable sensors S Liu, S Schiavon, HP Das, M Jin, CJ Spanos Building and Environment 162, 106281, 2019 | 289 | 2019 |
| WinIPS: WiFi-based non-intrusive indoor positioning system with online radio map construction and adaptation H Zou, M Jin, H Jiang, L Xie, CJ Spanos IEEE Transactions on Wireless Communications 16 (12), 8118-8130, 2017 | 210 | 2017 |
| A review of microgrid development in the United States–A decade of progress on policies, demonstrations, controls, and software tools W Feng, M Jin, X Liu, Y Bao, C Marnay, C Yao, J Yu Applied energy 228, 1656-1668, 2018 | 205 | 2018 |
| Microgrid to enable optimal distributed energy retail and end-user demand response M Jin, W Feng, C Marnay, C Spanos Applied Energy, 2018 | 203 | 2018 |
| Adversarial Unlearning of Backdoors via Implicit Hypergradient Y Zeng, S Chen, W Park, Z Mao, M Jin, R Jia International Conference on Learning Representations, 2022 | 184 | 2022 |
| MOD-DR: Microgrid optimal dispatch with demand response M Jin, W Feng, P Liu, C Marnay, C Spanos Applied Energy 187, 758 - 776, 2017 | 182 | 2017 |
| Automated mobile sensing: Towards high-granularity agile indoor environmental quality monitoring M Jin, S Liu, S Schiavon, C Spanos Building and Environment 127, 268-276, 2018 | 157 | 2018 |
| Occupancy detection via environmental sensing M Jin, N Bekiaris-Liberis, K Weekly, C Spanos, A Bayen Transaction on Automation Science Engineering, 1 - 13, 2016 | 146 | 2016 |
| Stability-certified reinforcement learning: A control-theoretic perspective M Jin, J Lavaei IEEE Access 8, 229086-229100, 2020 | 142* | 2020 |
| Virtual Occupancy Sensing: Using Smart Meters to Indicate Your Presence M Jin, R Jia, C Spanos IEEE Transactions on Mobile Computing 16 (11), 3264 - 3277, 2017 | 136 | 2017 |
| Power grid AC-based state estimation: Vulnerability analysis against cyber attacks M Jin, J Lavaei, KH Johansson IEEE Transactions on Automatic Control 64 (5), 1784-1799, 2018 | 123 | 2018 |
| 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 | 115 | 2018 |
| A survey on conic relaxations of optimal power flow problem F Zohrizadeh, C Josz, M Jin, R Madani, J Lavaei, S Sojoudi European journal of operational research 287 (2), 391-409, 2020 | 99 | 2020 |
| Advanced building control via deep reinforcement learning R Jia, M Jin, K Sun, T Hong, C Spanos Energy Procedia 158, 6158-6163, 2019 | 97 | 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 | 79 | 2014 |
| Cascade energy optimization for waste heat recovery in distributed energy systems X Wang, M Jin, W Feng, G Shu, H Tian, Y Liang Applied Energy 230, 679-695, 2018 | 77 | 2018 |
| Sensing by proxy: Occupancy detection based on indoor CO2 concentration M Jin, N Bekiaris-Liberis, K Weekly, C Spanos, AM Bayen The 9th International Conference on Mobile Ubiquitous Computing, Systems …, 2015 | 75 | 2015 |
| Modeling and Estimation of the Humans' Effect on the CO2 Dynamics Inside a Conference Room K Weekly, N Bekiaris-Liberis, M Jin, AM Bayen IEEE Transactions on Control Systems Technology, 1770 - 1781, 2015 | 69 | 2015 |
| Social Game for Building Energy Efficiency: Incentive Design LJ Ratliff, M Jin, IC Konstantakopoulos, C Spanos, SS Sastry 52nd Annual Allerton Conference on Communication, Control, and Computing …, 2014 | 63 | 2014 |
| Imitation learning with stability and safety guarantees H Yin, P Seiler, M Jin, M Arcak IEEE Control Systems Letters 6, 409-414, 2021 | 62 | 2021 |
Costas SpanosProfessor of Electrical Engineering and Computer Sciences, University of California, BerkeleyVerified email at berkeley.edu
