Assist. Prof. Dr. Danyun Xu | AI-Based Robot Perception | Excellence in Research Award

Jianghan University | China

Assist. Prof. Dr. Danyun Xu is an Associate Professor at the College of Life Science, Jianghan University, specializing in mushroom resource development and bioactive peptide research. Her work integrates AI-assisted molecular simulation and multi-omics approaches to elucidate functional mechanisms and support the development of innovative functional foods. She has led projects funded by the National Natural Science Foundation of China, published multiple high-impact papers in journals such as Food Chemistry and npj Science of Food, AI-Based Robot Perception and contributed to advancing high-value utilization of edible mushroom resources, promoting industrial innovation in healthy food products.

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8

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Featured Publication

Characterization of Saltiness-Enhancing Peptides from Pleurotus eryngii: Identification, Sensory Evaluations, and Mechanism of Saltiness-Enhancing

– npj Science of Food, 2026

Mr. Zhaohui Chen | AI-Based Robot Perception | Research Excellence Award

The University of Sydney | Australia

Mr. Zhaohui Chen is a PhD candidate in Civil Engineering at the University of Sydney, focusing on AI-driven infrastructure assessment, disaster response, and digital-twin systems. His research combines computer vision, multimodal learning, and agentic AI to develop scalable, interpretable frameworks for large-scale damage assessment, AI-Based Robot Perception and decision support. He has published multiple first-author papers in leading journals, including Nature Communications and Automation in Construction. His work aims to enable real-world engineering decision-making under uncertainty by integrating robotics-enabled inspection, intelligent automation, and digital-twin technologies.

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Featured Publications

An average pooling designed Transformer for robust crack segmentation

– Automation in Construction, 2024 (Open Access)