activity
20132026
most citedEquivalence of restricted Boltzmann machines and tensor network states

244 citations · 455 across the 16 of their papers we have counts for

collaborators

16 papers

hep-th2026

Holographic Bit Threads from String-Diagrammatic Quantum Information Flow

Yi-Yu Lin, Song Cheng

Bit threads, arising as the convex dual of the minimal-surface formula for holographic entanglement entropy, are line-like structures with nontrivial bulk trajectories. Their physi…

cond-mat.str-el2026

Complexity of tensor network simulation for noisy quantum circuits

Yuguo Shao, Zishuo Zhao, Song Cheng +1

We aim to rigorously address how local noise affects classical simulability of quantum dynamics benchmarked by tensor-network methods. Using operator entanglement entropy (OEE), we…

quant-ph2025

Characterizing Pauli Propagation via Operator Complexity

Yuguo Shao, Song Cheng, Zhengwei Liu

Pauli-propagation simulation represents observables in the Pauli basis and evolves their coefficients in the Heisenberg picture. Its efficiency depends on whether the evolving oper…

cond-mat.str-el2024

Two-dimensional polarized superfluids under the prism of the fermion sign problem

Tian-Cheng Yi, Song Cheng, Ian Pilé +2

Understanding if attractive fermions in an unbalanced occupation of its flavors can give rise to a superfluid state in two dimensions (2D), realizing the Fulde-Ferrel-Larkin-Ovchin…

quant-ph2023★ 29 cited

Simulating Noisy Variational Quantum Algorithms: A Polynomial Approach

Yuguo Shao, Fuchuan Wei, Song Cheng +1

Large-scale variational quantum algorithms are widely recognized as a potential pathway to achieve practical quantum advantages. However, the presence of quantum noise might suppre…

quant-ph2023

A ZX-Calculus Approach for the Construction of Graph Codes

Zipeng Wu, Song Cheng, Bei Zeng

Quantum Error-Correcting Codes (QECCs) play a crucial role in enhancing the robustness of quantum computing and communication systems against errors. Within the realm of QECCs, sta…

cond-mat.quant-gas2023★ 10 cited

Exact results of dynamical structure factor of Lieb-Liniger model

Run-Tian Li, Song Cheng, Yang-Yang Chen +1

The dynamical structure factor (DSF) represents a measure of dynamical density-density correlations in a quantum many-body system. Due to the complexity of many-body correlations a…

cond-mat.quant-gas2022★ 4 cited

One-body dynamical correlation function of Lieb-Liniger model at finite temperature

Song Cheng, Yang-Yang Chen, Xi-Wen Guan +2

The dynamical correlated properties of one-dimensional (1D) Bose gases provide profound understanding of novel physics emergent from collective excitations, for instance, the break…

cond-mat.quant-gas2022★ 1 cited

Exact Spectral Function of One-Dimensional Bose Gases

Song Cheng, Yang-Yang Chen, Xi-Wen Guan +3

Exactly solved models provide rigorous understanding of many-body phenomena in strongly correlated systems. In this article, we report a breakthrough in uncovering universal many-b…

physics.data-an2017★ 101 cited

Information Perspective to Probabilistic Modeling: Boltzmann Machines versus Born Machines

Song Cheng, Jing Chen, Lei Wang

We compare and contrast the statistical physics and quantum physics inspired approaches for unsupervised generative modeling of classical data. The two approaches represent probabi…

cond-mat.str-el2017★ 6 cited

Asymptotic correlation functions and FFLO signature for the one-dimensional attractive Hubbard model

Song Cheng, Yu-Zhu Jiang, Yi-Cong Yu +2

We study the long-distance asymptotic behavior of various correlation functions for the one-dimensional (1D) attractive Hubbard model in a partially polarized phase through the Bet…

cond-mat.str-el2017★ 5 cited

Universal thermodynamics of the one-dimensional attractive Hubbard model

Song Cheng, Yi-Song Yu, Murray T Batchelor +1

The one-dimensional (1D) Hubbard model, describing electrons on a lattice with an on-site repulsive interaction, provides a paradigm for the physics of quantum many-body phenomena.…

cond-mat.str-el2017★ 11 cited

FFLO correlation and free fluids in the one-dimensional attractive Hubbard model

Song Cheng, Yi-Cong Yu, Murray T Batchelor +1

In this Rapid Communication we show that low energy macroscopic properties of the one-dimensional (1D) attractive Hubbard model exhibit two fluids of bound pairs and of unpaired fe…

cond-mat.stat-mech2017★ 44 cited

Phase transition of the q-state clock model: duality and tensor renormalization

Jing Chen, Hai-Jun Liao, Hai-Dong Xie +6

We investigate the critical behavior and the duality property of the ferromagnetic -state clock model on the square lattice based on the tensor-network formalism. From the entan…

cond-mat.str-el2017★ 244 cited

Equivalence of restricted Boltzmann machines and tensor network states

Jing Chen, Song Cheng, Haidong Xie +2

The restricted Boltzmann machine (RBM) is one of the fundamental building blocks of deep learning. RBM finds wide applications in dimensional reduction, feature extraction, and rec…

quant-ph2013

Complete positivity and contextuality of quantum dynamics

Song Cheng, Dongsheng Wang

Positivity or the stronger notion of complete positivity, and contextuality are central properties of quantum dynamics. In this work, we demonstrate that a physical unitary-univers…