A comprehensive survey on graph neural networks
Deep learning has revolutionized many machine learning tasks in recent years, ranging
from image classification and video processing to speech recognition and natural language …
from image classification and video processing to speech recognition and natural language …
The Genome Sequence of Drosophila melanogaster
…, JM Pacleb, M Palazzolo, GS Pittman, S Pan… - Science, 2000 - science.org
The fly Drosophila melanogaster is one of the most intensively studied organisms in biology
and serves as a model system for the investigation of many developmental and cellular …
and serves as a model system for the investigation of many developmental and cellular …
[HTML][HTML] Cosmology intertwined: A review of the particle physics, astrophysics, and cosmology associated with the cosmological tensions and anomalies
The standard Λ Cold Dark Matter (ΛCDM) cosmological model provides a good description
of a wide range of astrophysical and cosmological data. However, there are a few big open …
of a wide range of astrophysical and cosmological data. However, there are a few big open …
Clinical course and outcomes of critically ill patients with SARS-CoV-2 pneumonia in Wuhan, China: a single-centered, retrospective, observational study
…, T Yu, Y Wang, S Pan, X Zou, S Yuan… - The lancet respiratory …, 2020 - thelancet.com
Background An ongoing outbreak of pneumonia associated with the severe acute respiratory
coronavirus 2 (SARS-CoV-2) started in December, 2019, in Wuhan, China. Information …
coronavirus 2 (SARS-CoV-2) started in December, 2019, in Wuhan, China. Information …
A comprehensive quantification of global nitrous oxide sources and sinks
… s ice-free land into ten regions (Fig. 2, Supplementary Fig. 1). … over 80% of the world’s
synthetic nitrogen fertilizers 28 . By … 30 N, 30 N–30 S and 30 S–90 S, respectively) reveal that the …
synthetic nitrogen fertilizers 28 . By … 30 N, 30 N–30 S and 30 S–90 S, respectively) reveal that the …
A survey on knowledge graphs: Representation, acquisition, and applications
Human knowledge provides a formal understanding of the world. Knowledge graphs that
represent structural relations between entities have become an increasingly popular research …
represent structural relations between entities have become an increasingly popular research …
[HTML][HTML] In the realm of the Hubble tension—a review of solutions
The simplest ΛCDM model provides a good fit to a large span of cosmological data but harbors
large areas of phenomenology and ignorance. With the improvement of the number and …
large areas of phenomenology and ignorance. With the improvement of the number and …
A survey on transfer learning
… For example, in indoor WiFi localization problems, which aims to detect a user’s current
location based on previously collected WiFi data, it is very expensive to calibrate WiFi data for …
location based on previously collected WiFi data, it is very expensive to calibrate WiFi data for …
Domain adaptation via transfer component analysis
… The work of SJ Pan and Q. Yang was supported in part by Hong Kong Research Grants …
Our task is to predict the labels yTi s corresponding to inputs xTi s in the target domain. The …
Our task is to predict the labels yTi s corresponding to inputs xTi s in the target domain. The …
[HTML][HTML] The Brassica oleracea genome reveals the asymmetrical evolution of polyploid genomes
… 20-kb-span paired-end data generated from the 454 platform and 105-kb-span BAC-end …
polymorphism markers in nine linkage groups, which span a total of 1,180.2 cM with an …
polymorphism markers in nine linkage groups, which span a total of 1,180.2 cM with an …