Approximating the Gradient of Cross-entropy Loss Function L Li, M Doroslovački, MH Loew IEEE Access, 2020 | 111 | 2020 |
Power grid online surveillance through PMU-embedded convolutional neural networks S Wang, P Dehghanian, L Li IEEE Transactions on Industry Applications 56 (2), 1146-1155, 2019 | 64 | 2019 |
A machine learning approach to detection of geomagnetically induced currents in power grids S Wang, P Dehghanian, L Li, B Wang IEEE Transactions on Industry Applications 56 (2), 1098-1106, 2019 | 59 | 2019 |
The SARAS Endoscopic Surgeon Action Detection (ESAD) dataset: Challenges and Methods VS Bawa, G Singh, F KapingA, I Skarga-Bandurova, E Oleari, A Leporini, ... https://arxiv.org/abs/2104.03178, 2021 | 38 | 2021 |
Discriminant Analysis Deep Neural Networks L Li, M Doroslovački, MH Loew 2019 53rd Annual Conference on Information Sciences and Systems (CISS), 1-6, 2019 | 33 | 2019 |
Distributed intelligence for online situational awareness in power grids S Wang, L Li, P Dehghanian IEEE Transactions on Power Systems 37 (4), 2499-2515, 2021 | 12 | 2021 |
Loss Functions Forcing Cluster Separations for Multi-class Classification Using Deep Neural Networks L Li, M Doroslovački, MH Loew 2019 Conference Record of the Fifty Third Asilomar Conference on Signals …, 2020 | 12 | 2020 |
Classification of Channel Access Attacks in Wireless Networks: A Deep Learning Approach X Wei, L Li, C Tang, M Doroslovački, S Subramaniam 40th IEEE International Conference on Distributed Computing Systems, 2020 | 8 | 2020 |
Artificial intelligence for real-time topology identification in power distribution systems Y Li, S Wang, L Li, P Dehghanian 2020 52nd North American Power Symposium (NAPS), 1-6, 2021 | 6 | 2021 |
UAVFog-Assisted Data-Driven Disaster Response: Architecture, Use Case, and Challenges X Wei, L Li, C Tang, S Subramaniam Web Information Systems Engineering – WISE 2020 2, 591-606, 2020 | 5 | 2020 |
Joint service-function deployment and task scheduling in UAVFog-assisted data-driven disaster response architecture X Wei, L Li, L Cai, C Tang, S Subramaniam World Wide Web 25 (1), 309-333, 2022 | 4 | 2022 |
Geometric Properties of the Gradient of Loss Functions in Discriminant Deep Neural Networks L Li The George Washington University, 2021 | 2 | 2021 |
Crafting An Adversarial Example in the DNN Representation Space by Minimizing the Distance from the Decision Boundary L Li, M Doroslovački, MH Loew 2021 IEEE Data Science and Learning Workshop (DSLW), 2021 | 2 | 2021 |