Yi-Zhuang You

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 15

Top Topics

Evaluation Framework

Tomographic Reconstruction

Deterministic Annealing

Top Venues

Mach. Learn. Sci. Technol.

Publications

Hong-Ye Hu, Andi Gu, Swarnadeep Majumder, Hang Ren, Yipei Zhang, Derek S. Wang, Yi-Zhuang You, Zlatko Minev, Susanne F. Yelin, Alireza Seif
Demonstration of Robust and Efficient Quantum Property Learning with Shallow Shadows. CoRR (2024)
Weitang Liu, Ying-Wai Li, Tianle Wang, Yi-Zhuang You, Jingbo Shang
OMNIINPUT: A Model-centric Evaluation Framework through Output Distribution. CoRR (2023)
Weitang Liu, Ying-Wai Li, Yi-Zhuang You, Jingbo Shang
Gradient-based Wang-Landau Algorithm: A Novel Sampler for Output Distribution of Neural Networks over the Input Space. CoRR (2023)
Ahmed A. Akhtar, Hong-Ye Hu, Yi-Zhuang You
Scalable and Flexible Classical Shadow Tomography with Tensor Networks. Quantum 7 (2023)
Artan Sheshmani, Yi-Zhuang You, Wenbo Fu, Ahmadreza Azizi
Categorical representation learning and RG flow operators for algorithmic classifiers. Mach. Learn. Sci. Technol. 4 (1) (2023)
Wanda Hou, Yi-Zhuang You
Machine learning renormalization group for statistical physics. Mach. Learn. Sci. Technol. 4 (4) (2023)
Weitang Liu, Yi-Zhuang You, Ying-Wai Li, Jingbo Shang
Gradient-based Wang-Landau Algorithm: A Novel Sampler for Output Distribution of Neural Networks over the Input Space. ICML (2023)
Wanda Hou, Miao Li, Yi-Zhuang You
Quantum Generative Modeling of Sequential Data with Trainable Token Embedding. CoRR (2023)
Hong-Ye Hu, Dian Wu, Yi-Zhuang You, Bruno A. Olshausen, Yubei Chen
RG-Flow: a hierarchical and explainable flow model based on renormalization group and sparse prior. Mach. Learn. Sci. Technol. 3 (3) (2022)
Juven C. Wang, Yi-Zhuang You
Symmetric Mass Generation. Symmetry 14 (7) (2022)
Artan Sheshmani, Yi-Zhuang You
Categorical representation learning: morphism is all you need. Mach. Learn. Sci. Technol. 3 (1) (2022)
Koji Hashimoto, Hong-Ye Hu, Yi-Zhuang You
Neural ordinary differential equation and holographic quantum chromodynamics. Mach. Learn. Sci. Technol. 2 (3) (2021)
Hong-Ye Hu, Yi-Zhuang You
Hamiltonian-Driven Shadow Tomography of Quantum States. CoRR (2021)
Hong-Ye Hu, Dian Wu, Yi-Zhuang You, Bruno A. Olshausen, Yubei Chen
RG-Flow: A hierarchical and explainable flow model based on renormalization group and sparse prior. CoRR (2020)
Huitao Shen, Pengfei Zhang, Yi-Zhuang You, Hui Zhai
Information Scrambling in Quantum Neural Networks. CoRR (2019)