学术报告

口头

1. Kangqiao Liu,
   Response kinetic uncertainty relations for classical and quantum Markovian processes,
   受邀报告, 邓修豪教授 量子动力学与量子控制课题组,
   深圳量子科学与工程研究院, 南方科技大学, 深圳, 中国, 2025.01.23.

2. Kangqiao Liu and Jie Gu,
   Nonequlibrium Thermodynamics: Classical Markov dynamics, Quantum Maxwell’s demon, Deep learning algorithms,
   受邀报告, 汤迎教授 机器学习与随机物理实验室,
   基础与前沿研究院, 电子科技大学, 成都, 中国, 2024.11.12.

3. Kangqiao Liu*, Liu Ziyin*, and Masahito Ueda,
   Noise and Fluctuation of Finite Learning Rate Stochastic Gradient Descent,
   The Thirty-eighth International Conference on Machine Learning (ICML 2021),
   在线, 2021.07.18 - 2021.07.24.

4. Kangqiao Liu, Zongping Gong, and Masahito Ueda,
   Thermodynamic Uncertainty Relations for Arbitrary Initial States,
   The Second Annual Workshop on Stochastic Thermodynamics (WOST II),
   Santa Fe Institute, 在线, 2021.05.17 - 2021.05.21.

5. Kangqiao Liu, Zongping Gong, and Masahito Ueda,
   Thermodynamic Uncertainty Relations for Arbitrary Initial States,
   The 76th Physical Society of Japan Annual Meeting,
   日本, 在线, 2021.03.12 - 2021.03.15.

6. Kangqiao Liu,
   Surpassing the standard thermodynamic uncertainty relation limit by feedback control,
   GSGC Exchange Seminar,
   东京大学, 东京, 日本, 2019.10.31.