User profiles for Junyi Hou

Junyi Hou

National University of Singapore
Verified email at comp.nus.edu.sg
Cited by 195

Optimization algorithm for high precision RGB-D dense point cloud 3D reconstruction in indoor unbounded extension area

Z Pan, J Hou, L Yu - Measurement Science and Technology, 2022 - iopscience.iop.org
Aimed at the problems existing in the present Red Green Blue-Depth (RGB-D) three-dimensional
(3D) reconstruction algorithms in the unbounded extension area, such as low accuracy…

Automatic reconstruction method for large scene based on multi-site point cloud stitching

H Xu, L Yu, J Hou, S Fei - Measurement, 2019 - Elsevier
At present, the three-dimensional (3D) reconstruction system is based on hand-held camera
which causes certain problems, such as needing for a large number of human-computer …

Llm-pbe: Assessing data privacy in large language models

Q Li, J Hong, C Xie, J Tan, R Xin, J Hou, X Yin… - arXiv preprint arXiv …, 2024 - arxiv.org
Large Language Models (LLMs) have become integral to numerous domains, significantly
advancing applications in data management, mining, and analysis. Their profound …

[HTML][HTML] Cancer-associated fibroblasts impair the cytotoxic function of NK cells in gastric cancer by inducing ferroptosis via iron regulation

L Yao, J Hou, X Wu, Y Lu, Z Jin, Z Yu, B Yu, J Li… - Redox Biology, 2023 - Elsevier
As the predominant immunosuppressive component within the tumor microenvironment (TME),
cancer-associated fibroblasts (CAFs) inhibit Natural Killer cell (NK cell) activity to …

Hyperspectral image super-resolution with ConvLSTM skip-connections

Y Xu, J Hou, X Zhu, C Wang, H Shi… - … on Geoscience and …, 2024 - ieeexplore.ieee.org
Hyperspectral image super-resolution has been extensively studied, and significant
development has been made based on deep convolutional neural networks (CNNs). Particularly, …

Structural basis of antagonist selectivity in endothelin receptors

J Hou, S Liu, X Zhang, G Tu, L Wu, Y Zhang, H Yang… - Cell discovery, 2024 - nature.com
Endothelins and their receptors, ET A and ET B , play vital roles in maintaining vascular
homeostasis. Therapeutically targeting endothelin receptors, particularly through ET A …

Federated transformer: Multi-party vertical federated learning on practical fuzzily linked data

Z Wu, J Hou, Y Diao, B He - Advances in Neural …, 2024 - proceedings.neurips.cc
Federated Learning (FL) is an evolving paradigm that enables multiple parties to collaboratively
train models without sharing raw data. Among its variants, Vertical Federated Learning (…

[HTML][HTML] The cross-talk between tumor cells and activated fibroblasts mediated by lactate/BDNF/TrkB signaling promotes acquired resistance to anlotinib in human …

Z Jin, Y Lu, X Wu, T Pan, Z Yu, J Hou, A Wu, J Li… - Redox biology, 2021 - Elsevier
Acquired resistance to tyrosine kinase inhibitors (TKIs) is the major obstacle to improve clinical
efficacy in cancer patients. The epithelial-stromal interaction in tumor microenvironment …

[HTML][HTML] Calponin 1 increases cancer-associated fibroblasts-mediated matrix stiffness to promote chemoresistance in gastric cancer

Y Lu, Z Jin, J Hou, X Wu, Z Yu, L Yao, T Pan, X Chang… - Matrix Biology, 2023 - Elsevier
The mechanical microenvironment regulated by cancer-associated fibroblasts (CAFs) influence
tumor progression. Chemotherapeutic interventions including 5-Fluorouracil (5-Fu) are …

Risk and prediction of job burnout in responding nurses to public health emergencies

…, X Zhang, M Zhang, L Wang, X Tong, N Song, J Hou… - BMC nursing, 2024 - Springer
Background In public health emergencies, nurses are vulnerable to adverse reactions,
especially job burnout. It is critical to identify nurses at risk of burnout early and implement …