294 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- National Tsing Hua UniversityTW45 papers
- National Taipei UniversityTW26 papers
- National Center for Theoretical SciencesTW24 papers
- Institute of Astronomy and Astrophysics, Academia SinicaTW23 papers
- National Cheng Kung UniversityTW20 papers
- National Astronomical Observatory of JapanJP18 papers
- National Taiwan UniversityTW18 papers
- National Center for Theoretical Sciences, Physics Division16 papers
- Australian National UniversityAU15 papers
- University College LondonGB15 papers
- The University of TokyoJP14 papers
- Korea Astronomy and Space Science InstituteKR13 papers
10 papers · 1 filter
On The Utility of Conditional Generation Based Mutual Information for Characterizing Adversarial Subspaces
Chia-Yi Hsu, Pei-Hsuan Lu, Pin-Yu Chen +1
Recent studies have found that deep learning systems are vulnerable to adversarial examples; e.g., visually unrecognizable adversarial images can easily be crafted to result in mis…
Rainbow Ramsey problems for the Boolean lattice
Fei-Huang Chang, Dániel Gerbner, Wei-Tian Li +4
We address the following rainbow Ramsey problem: For posets what is the smallest number such that any coloring of the elements of the Boolean lattice either admits…
Influence of electron-phonon coupling on low temperature phases of metallic single-wall carbon nanotubes
Junichi Okamoto, Ludwig Mathey, Wen-Min Huang
We investigate the effect of electron-phonon coupling on low temperature phases in metallic single-wall carbon nanotubes. We obtain low-temperature phase diagrams of armchair and z…
Shifted-antimagic Labelings for Graphs
Fei-Huang Chang, Hong-Bin Chen, Wei-Tian Li +1
The concept of antimagic labelings of a graph is to produce distinct vertex sums by labeling edges through consecutive numbers starting from one. A long-standing conjecture is that…
Blind Ptychography: Uniqueness and Ambiguities
A. Fannjiang, P. Chen
Ptychography with an unknown mask and object is analyzed for general ptychographic measurement schemes that are strongly connected and possess an anchor. Under a mild constraint on…
Probing higher-order transitions through scattering of microwave photons in the ultrastrong-coupling regime of circuit QED
Guan-Ting Chen, Po-Chen Kuo, Huan-Yu Ku +2
Higher-order transitions can occur in the ultrastrong-coupling regime of circuit QED through virtual processes governed by the counter-rotating interactions. We propose a feasible…
On the Limitation of MagNet Defense against -based Adversarial Examples
Pei-Hsuan Lu, Pin-Yu Chen, Kang-Cheng Chen +1
In recent years, defending adversarial perturbations to natural examples in order to build robust machine learning models trained by deep neural networks (DNNs) has become an emerg…
Dust abundance and grain size in galaxy halos
Hiroyuki Hirashita, Chih-Yu Lin
We investigate the abundance and properties (especially, grain size) of dust in galaxy halos using available observational data in the literature. There are two major sets of data.…
Generalized Bayesian D criterion for single-stratum and multistratum designs
Chang-Yun Lin
DuMouchel and Jones (1994) proposed the Bayesian D criterion by modifying the D-optimality approach to reduce dependence of the selected design on an assumed model. This criterion…
On the Limitation of Local Intrinsic Dimensionality for Characterizing the Subspaces of Adversarial Examples
Pei-Hsuan Lu, Pin-Yu Chen, Chia-Mu Yu
Understanding and characterizing the subspaces of adversarial examples aid in studying the robustness of deep neural networks (DNNs) to adversarial perturbations. Very recently, Ma…