Thermodynamic uncertainty relation for arbitrary initial states K Liu, Z Gong, M Ueda Physical Review Letters 125 (14), 140602, 2020 | 94 | 2020 |
Strength of Minibatch Noise in SGD L Ziyin, K Liu, T Mori, M Ueda ICLR 2022 Spotlight, 2021 | 42* | 2021 |
Noise and Fluctuation of Finite Learning Rate Stochastic Gradient Descent K Liu, L Ziyin, M Ueda International Conference on Machine Learning, 7045-7056, 2021 | 32* | 2021 |
Power-law escape rate of sgd T Mori, L Ziyin, K Liu, M Ueda International Conference on Machine Learning, 15959-15975, 2022 | 25 | 2022 |
Maxwell's Demon for Quantum Transport K Liu, M Nakagawa, M Ueda arXiv preprint arXiv:2303.08326, 2023 | 1 | 2023 |
Experimental demonstration of a Maxwell's demon quantum battery in a superconducting noisy intermediate-scale quantum processor J Yu, S Wang, K Liu, C Zha, Y Wu, F Chen, Y Ye, S Li, Q Zhu, S Guo, ... Physical Review A 109 (6), 062614, 2024 | | 2024 |