Yang Liu

Guangdong University of Technology — China

Materials Science · Physical Sciences

15h-index1.4kcitations79works16.22yr avg
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Research Topics

Machine Learning in Materials Science(23), Recommender Systems and Techniques(22), Advanced Graph Neural Networks(20), Topic Modeling(9), Computational Drug Discovery Methods(8)

Publications79 total

Commentary on “Extensive study on the associations of 12 composite inflammatory indices with colorectal cancer risk and mortality: a cross-sectional analysis of NHANES 2001–2020”
International Journal of Surgery·2025Open Access
Symptoms and sleep characteristics of tic disorder children with allergic diseases: a case–control study
Frontiers in Pediatrics·2025Open Access
MAS$^2$: Self-Generative, Self-Configuring, Self-Rectifying Multi-Agent Systems
arXiv (Cornell University)·2025Open Access
Link prediction via reinforced distillation strategy
2025
STARE: A Lightweight APT Detection Approach based on Graph Neural Network
2025· 1 cited
Equivariant and Invariant Message Passing for Global Subseasonal-to-seasonal Forecasting
2025Open Access
Mini-Game Lifetime Value Prediction in WeChat
2025Open Access
Mini-Game Lifetime Value Prediction in WeChat
arXiv (Cornell University)·2025Open Access
Adaptive multi-round retrieval with knowledge distillation for sequential recommendation
Journal of Intelligent Information Systems·2025· 3 cited
PLGNN: graph neural networks via adaptive feature perturbation and high-way links
Complex & Intelligent Systems·2025Open Access
scDD: Latent Codes Based scRNA-seq Dataset Distillation with Foundation Model Knowledge
arXiv (Cornell University)·2025Open Access
Peptide Design through Binding Interface Mimicry
2025· 1 citedOpen Access
Integrating Feature Selection in Counterfactual Generation: An Optimized Framework Using Simulated Annealing
2024
Study on Fault Detection and Isolation Method for Traction Networks Based on Wavelet Transform
2024
A Method for Regional Crowd Flow Prediction Based on Crowd Number Estimation Network
2024· 2 cited
Relaxing Continuous Constraints of Equivariant Graph Neural Networks for Broad Physical Dynamics Learning
2024· 3 cited
Global Prevalence of Overweight and Obesity in Children and Adolescents
JAMA Pediatrics·2024· 338 citedOpen Access
Weakly Supervised Anomaly Detection via Knowledge-Data Alignment
2024· 8 cited
Tensor improve equivariant graph neural network for molecular dynamics prediction
Computational Biology and Chemistry·2024· 5 cited
Full-Atom Peptide Design with Geometric Latent Diffusion
arXiv (Cornell University)·2024· 3 citedOpen Access
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Frequent Co-authors

Zibin Zheng(11), Jiaying Peng(5), Liang Chen(5), Xiangnan He(5), Jintang Li(3), Liang Chen(3), Jie Tang(3), Carl Yang(3), Shuo Zhang(3), Yu Rong(3), Zhi-Qi Cheng(2), Xiao Wu(2), Xian‐Sheng Hua(2), Qibiao Peng(2), Lei Xie(2), Rui Jiao(2), Jiaqi Han(2), Wenbing Huang(2), Liang Chen(2), Jia Li(2)