Pre-training on dynamic graph neural networks

KJ Chen, J Zhang, L Jiang, Y Wang, Y Dai - Neurocomputing, 2022 - Elsevier
The pre-training of the graph neural network model is to learn the general characteristics of
large-scale graphs or the similar type of graphs usually through a self-supervised method, …

Self-supervised dynamic graph representation learning via temporal subgraph contrast

L Jiang, KJ Chen, J Chen - arXiv preprint arXiv:2112.08733, 2021 - arxiv.org
Self-supervised learning on graphs has recently drawn a lot of attention due to its independence
from labels and its robustness in representation. Current studies on this topic mainly …

Numerical Simulation Study on Flue Gas-Assisted Steam Huff and Puff in Heavy Oil Reservoirs

L Zhang - ACS omega, 2024 - ACS Publications
In response to challenges such as the rapid rise of water content, the rapid decline of periodic
production, and the serious intrusion of edge and bottom water in heavy oil reservoirs after …

Self-supervised dynamic graph representation learning via temporal subgraph contrast

KJ Chen, L Liu, L Jiang, J Chen - ACM Transactions on Knowledge …, 2023 - dl.acm.org
Self-supervised learning on graphs has recently drawn a lot of attention due to its independence
from labels and its robustness in representation. Current studies on this topic mainly …

Effects of different aperture-sized type I collagen/silk fibroin scaffolds on the proliferation and differentiation of human dental pulp cells

S Jiang, Z Yu, L Zhang, G Wang, X Dai… - Regenerative …, 2021 - academic.oup.com
This study aimed at evaluate the effects of different aperture-sized type I collagen/silk fibroin
(CSF) scaffolds on the proliferation and differentiation of human dental pulp cells (HDPCs). …

Combined metabolome and transcriptome analyses reveal the pivotal role of mycorrhizal fungi Tulasnella sp. BJ1 in the growth and accumulation of secondary …

…, X Li, M Chen, H Chen, Q Yuan, D Yang, M Li, F Jiang… - Fungal Biology, 2025 - Elsevier
The orchids usually coexist with mycorrhizal fungi during their growth and development.
Numerous studies have substantiated the pivotal regulatory role of Tulasnella sp. mycorrhizal …

[HTML][HTML] Revitalizing rural landscapes: Applying cultural landscape gene theory for sustainable spatial planning in Linpu Village

S Liu, L Wu, C Xiang, W Dai - Buildings, 2024 - mdpi.com
… This study addresses these gaps by employing Linpu Village in Fuzhou, in southeastern …
details the specific cultural landscape genes of Linpu Village. It demonstrates how these genes …

Pore Structure Characteristics and Controlling Factors of an Interbedded Shale Oil Reservoir—A Case Study of Chang 7 in the HSN Area of the Ordos Basin

F Linpu, X Wang, B Zhao, M Shuwei - Processes, 2025 - search.proquest.com
The geological structure of interbedded shale oil reservoirs is complex, later characterized
by high reservoir heterogeneity and diverse reservoir spaces. These distinctive features are …

Complementing event streams and rgb frames for hand mesh reconstruction

J Jiang, X Zhou, B Wang, X Deng… - Proceedings of the …, 2024 - openaccess.thecvf.com
Reliable hand mesh reconstruction (HMR) from commonly-used color and depth sensors is
challenging especially under scenarios with varied illuminations and fast motions. Event …

Influence of the Flood on the Flow Characteristics in Different Flood and Tide Combination Scenarios: A Case Study in Puyang River a Tributary of Qiantang River

J Huang, H Zhang - Journal of Coastal Research, 2019 - meridian.allenpress.com
… of the Linpu was the largest, that is, the effect of high lake flood discharge on reducing the
flood level of Linpu was greatly reduced; (3) When Puyang Jiang … of Puyang Jiang River under …