activity
20152023
most citedGraph Neural Networks: A Review of Methods and Applications

1.4k citations · 2.1k across the 32 of their papers we have counts for

collaborators
Showing 2020Show all

10 papers · 1 filter

cond-mat.mes-hall2020

Two-dimensional Cold Electron Transport for Steep-slope Transistors

Maomao Liu, Hemendra Nath Jaiswal, Simran Shahi +10

Room-temperature Fermi-Dirac electron thermal excitation in conventional three-dimensional (3D) or two-dimensional (2D) semiconductors generates hot electrons with a relatively lon…

cs.SI2020★ 3 cited

Information Diffusion Prediction with Latent Factor Disentanglement

Haoran Wang, Cheng Yang

Information diffusion prediction is a fundamental task which forecasts how an information item will spread among users. In recent years, deep learning based methods, especially tho…

cs.LG2020

Nonseparable Symplectic Neural Networks

Shiying Xiong, Yunjin Tong, Xingzhe He +3

Predicting the behaviors of Hamiltonian systems has been drawing increasing attention in scientific machine learning. However, the vast majority of the literature was focused on pr…

math-ph2020★ 9 cited

Vortex motion of the Euler and Lake equations

Cheng Yang

We start by surveying the planar point vortex motion of the Euler equations in the whole plane, half-plane and quadrant. Then we go on to prove non-collision property of 2-vortex s…

physics.optics2020★ 73 cited

Phonon heat transport in cavity-mediated optomechanical nanoresonators

Cheng Yang, Xinrui Wei, Jiteng Sheng +1

The understanding of heat transport in nonequilibrium thermodynamics is an important research frontier, which is crucial for implementing novel thermodynamic devices, such as heat…

cs.CV2020★ 1 cited

Few-shot Knowledge Transfer for Fine-grained Cartoon Face Generation

Nan Zhuang, Cheng Yang

In this paper, we are interested in generating fine-grained cartoon faces for various groups. We assume that one of these groups consists of sufficient training data while the othe…