419 citations · 1.7k across the 15 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
cs.CV2020★ 61 cited
Supervised Learning with Projected Entangled Pair States
Song Cheng, Lei Wang, Pan Zhang
Tensor networks, a model that originated from quantum physics, has been gradually generalized as efficient models in machine learning in recent years. However, in order to achieve…
cs.SI2020★ 15 cited
Enhancing Rumor Detection in Social Media Using Dynamic Propagation Structures
Shuai Wang, Qingchao Kong, Yuqi Wang +1
Social media, such as Facebook and Twitter, has become one of the most important channels for information dissemination. However, these social media platforms are often misused to…
cond-mat.str-el2020★ 34 cited
Automatic differentiation of dominant eigensolver and its applications in quantum physics
Hao Xie, Jin-Guo Liu, Lei Wang
We investigate the automatic differentiation of dominant eigensolver where only a small proportion of eigenvalues and corresponding eigenvectors are obtained. Backpropagation throu…