Ziyu Liu Data-verified
Affiliation confirmed via AI analysis of OpenAlex, ORCID, and web sources.
Researcher
faculty
Animal Science
Research Areas
Links
Biography and Research Information
OverviewAI-generated summary
Ziyu Liu's research focuses on the application of advanced computational methods, including graph attention networks and ensemble models, to diverse analytical challenges. Liu has investigated unsupervised plot morphology classification using graph attention networks, drawing evidence from historical urban data. Further work includes the development of ensemble models for differential analysis and the application of large model-inspired approaches for bacterial detection through multiscale information fusion. Liu has also contributed to research on reinforcement learning for multimodal generative reward models, incorporating agentic tool use and visual reasoning. Another area of focus is the development of complementary masking and hierarchical dynamic multi-window self-attention frameworks for pre-training. Additionally, Liu has explored interactive broadcast gymnastics training systems based on pose estimation and developed algorithms for shape-based distance analysis of microseismic time series waveforms, applied to the clustering of mining events.
Metrics
- h-index: 12
- Publications: 48
- Citations: 580
Selected Publications
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Portable Broadband Dielectric Impedance Immunosensor Based on IDEs for Rapid, Label-Free Whole-Cell E. coli Detection (2026)
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Longitudinal Modulation of the Gut Microbiome and Growth Performance by Phytochemicals as Antibiotic Alternatives in Swine Production (2026)
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Deep-Learning-Enhanced Automated Coherent-Light Diffraction System for High-Speed, Highly Accurate Strain-Specific Foodborne Bacterial Recognition (2025)
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The sow vaginal and gut microbiota associated with longevity and reproductive performance (2025)
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Integrated omics revealed the altered colonic microenvironment after inhibition of peripheral serotonin synthesis by LP533401 (2024)
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Culturomics: A critical approach in studying the roles of human and animal microbiota (2024)
Collaboration Network
Top Collaborators
- Repurposing without Reinventing the Wheel - Ensemble Models for Differential Analysis
- List of contributors
- Repurposing without Reinventing the Wheel - Ensemble Models for Differential Analysis
- List of contributors
- Multiscale Information Fusion Based on Large Model Inspired Bacterial Detection
- Multiscale Information Fusion Based on Large Model Inspired Bacterial Detection
- Multiscale Information Fusion Based on Large Model Inspired Bacterial Detection
- Multiscale Information Fusion Based on Large Model Inspired Bacterial Detection
- Repurposing without Reinventing the Wheel - Ensemble Models for Differential Analysis
- Repurposing without Reinventing the Wheel - Ensemble Models for Differential Analysis
- Repurposing without Reinventing the Wheel - Ensemble Models for Differential Analysis
- Repurposing without Reinventing the Wheel - Ensemble Models for Differential Analysis
- Repurposing without Reinventing the Wheel - Ensemble Models for Differential Analysis
- Research on the Dynamic Path of the “Bench Dragon” Based on the Spiral Theorem and Geometric Reasoning
- Research and MATLAB Simulation for the Locomotion Control Method of the Tandem Wheel-Legged Robot
- Research and MATLAB Simulation for the Locomotion Control Method of the Tandem Wheel-Legged Robot
- Research and MATLAB Simulation for the Locomotion Control Method of the Tandem Wheel-Legged Robot
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