User profiles for Hongyi Liu

Hongyi Liu

- Verified email at kth.se - Cited by 1569

Hongyi Liu

- Verified email at sjtu.edu.cn - Cited by 35

Gesture recognition for human-robot collaboration: A review

H Liu, L Wang - International Journal of Industrial Ergonomics, 2018 - Elsevier
Recently, the concept of human-robot collaboration has raised many research interests.
Instead of robots replacing human workers in workplaces, human-robot collaboration allows …

Deep learning-based human motion recognition for predictive context-aware human-robot collaboration

P Wang, H Liu, L Wang, RX Gao - CIRP annals, 2018 - Elsevier
Timely context awareness is key to improving operation efficiency and safety in human-robot
collaboration (HRC) for intelligent manufacturing. Visual observation of human workers’ …

A new pan-sharpening method with deep neural networks

W Huang, L Xiao, Z Wei, H Liu… - IEEE Geoscience and …, 2015 - ieeexplore.ieee.org
A deep neural network (DNN)-based new pansharpening method for the remote sensing
image fusion problem is proposed in this letter. Research on representation learning suggests …

Remote human–robot collaboration: A cyber–physical system application for hazard manufacturing environment

H Liu, L Wang - Journal of manufacturing systems, 2020 - Elsevier
Collaborative robot's lead-through is a key feature towards human–robot collaborative
manufacturing. The lead-through feature can release human operators from debugging complex …

[HTML][HTML] Decreased expression of hsa_circ_001988 in colorectal cancer and its clinical significances

…, J Zhang, F Pan, B Li, Y Yan, B Jia, H Liu… - … journal of clinical and …, 2015 - ncbi.nlm.nih.gov
Circular RNA (circRNA) is a type of RNAs which, unlike the better known linear RNA, forms
a covalently closed continuous loop. They have emerged recently as a new player in …

Railway dangerous goods transportation system risk identification: Comparisons among SVM, PSO-SVM, GA-SVM and GS-SVM

W Huang, H Liu, Y Zhang, R Mi, C Tong, W Xiao… - Applied Soft …, 2021 - Elsevier
In this paper, three algorithms are applied to obtain the parameters of Radial Basis Function
(RBF) kernels of Support Vector Machines (SVM), which include: PSO (Particle Swarm …

Collision-free human-robot collaboration based on context awareness

H Liu, L Wang - Robotics and Computer-Integrated Manufacturing, 2021 - Elsevier
Recent advancements in human-robot collaboration have enabled human operators and
robots to work together in a shared manufacturing environment. However, current distance-…

Human motion prediction for human-robot collaboration

H Liu, L Wang - Journal of Manufacturing Systems, 2017 - Elsevier
In human-robot collaborative manufacturing, industrial robots would work alongside human
workers who jointly perform the assigned tasks seamlessly. A human-robot collaborative …

Overview of human-robot collaboration in manufacturing

L Wang, S Liu, H Liu, XV Wang - … of 5th International Conference on the …, 2020 - Springer
Human-robot collaboration (HRC) in the manufacturing context aims to realise a shared
workspace where humans can work side by side with robots in close proximity. In human-robot …

Multilingual machine translation with large language models: Empirical results and analysis

W Zhu, H Liu, Q Dong, J Xu, S Huang, L Kong… - arXiv preprint arXiv …, 2023 - arxiv.org
Large language models (LLMs) have demonstrated remarkable potential in handling multilingual
machine translation (MMT). In this paper, we systematically investigate the advantages …