output
20192026
most citedQuantum Adversarial Machine Learning

143 citations

14 papers

cs.AR2026

GUMPIM: Unitary and Malleable Memory for Processing-in-Memory with Guaranteed PIM Pages

Yilong Zhao, Fangxin Liu, Yiwei Hu +13

DRAM-based Processing-in-Memory (PIM) addresses the "memory wall" by executing computations directly inside main memory. However, memory interleaving and virtual memory limit conti…

cond-mat.mes-hall2020★ 105 cited

Higher-order Topological Anderson Insulators

Yan-Bin Yang, Kai Li, L. -M. Duan +1

We study disorder effects in a two-dimensional system with chiral symmetry and find that disorder can induce a quadrupole topological insulating phase (a higher-order topological p…

hep-th2020★ 24 cited

A (Dummy's) Guide to Working with Gapped Boundaries via (Fermion) Condensation

Jiaqi Lou, Ce Shen, Chaoyi Chen +1

We study gapped boundaries characterized by "fermionic condensates" in 2+1 d topological order. Mathematically, each of these condensates can be described by a super commutative Fr…

cond-mat.mes-hall2020★ 28 cited

Hinge solitons in three-dimensional second-order topological insulators

Yu-Liang Tao, Ning Dai, Yan-Bin Yang +2

A second-order topological insulator in three dimensions refers to a topological insulator with gapless states localized on the hinges, which is a generalization of a traditional t…

quant-ph2020★ 39 cited

Chiral Induced Spin Selectivity as a Spontaneous Intertwined Order

Xiaopeng Li, Jue Nan, Xiangcheng Pan

Chiral induced spin selectivity (CISS) describes efficient spin filtering by chiral molecules. This phenomenon has led to nanoscale manipulation of quantum spins with promising app…

quant-ph2020★ 98 cited

Topological Quantum Compiling with Reinforcement Learning

Yuan-Hang Zhang, Pei-Lin Zheng, Yi Zhang +1

Quantum compiling, a process that decomposes the quantum algorithm into a series of hardware-compatible commands or elementary gates, is of fundamental importance for quantum compu…

cond-mat.quant-gas2020★ 28 cited

Precise Programmable Quantum Simulations with Optical Lattices

Xingze Qiu, Jie Zou, Xiaodong Qi +1

We present an efficient approach to precisely simulate tight binding models with optical lattices, based on programmable digital-micromirror-device (DMD) techniques. Our approach c…

cond-mat.mes-hall2020★ 139 cited

Winding Numbers and Generalized Mobility Edges in Non-Hermitian Systems

Qi-Bo Zeng, Yong Xu

The Aubry-André-Harper (AAH) model with a self-dual symmetry plays an important role in studying the Anderson localization. Here we find a self-dual symmetry determining the quantu…

quant-ph2019★ 143 cited

Quantum Adversarial Machine Learning

Sirui Lu, Lu-Ming Duan, Dong-Ling Deng

Adversarial machine learning is an emerging field that focuses on studying vulnerabilities of machine learning approaches in adversarial settings and developing techniques accordin…

cond-mat.mes-hall2019★ 69 cited

Higher-order topological insulators and semimetals in generalized Aubry-André-Harper models

Qi-Bo Zeng, Yan-Bin Yang, Yong Xu

Higher-order topological phases of matter have been extensively studied in various areas of physics. While the Aubry-André-Harper model provides a paradigmatic example to study top…

cond-mat.dis-nn2019★ 8 cited

Adversarial Machine Learning Phases of Matter

Si Jiang, Sirui Lu, Dong-Ling Deng

We study the robustness of machine learning approaches to adversarial perturbations, with a focus on supervised learning scenarios. We find that typical phase classifiers based on…

cond-mat.quant-gas2019★ 47 cited

Evidence of Potts-Nematic Superfluidity in a Hexagonal Optical Lattice

Shengjie Jin, Wenjun Zhang, Xinxin Guo +3

As in between liquid and crystal phases lies a nematic liquid crystal, which breaks rotation with preservation of translation symmetry, there is a nematic superfluid phase bridging…

cond-mat.mes-hall2019★ 43 cited

Type-II quadrupole topological insulators

Yan-Bin Yang, Kai Li, L. -M. Duan +1

Modern theory of electric polarization is formulated by the Berry phase, which, when quantized, leads to topological phases of matter. Such a formulation has recently been extended…

cond-mat.quant-gas2019★ 13 cited

Dynamic formation of quasicondensate and spontaneous vortices in a strongly interacting Fermi gas

Xiang-Pei Liu, Xing-Can Yao, Youjin Deng +6

We report an experimental study of quench dynamics across the superfluid transition temperature in a strongly interacting Fermi gas by ramping down the trapping potential. Th…