Research team introduced Soft-GNN, a framework to train robust GNNs under noisy conditions. Soft-GNN mitigates label noise impact through dynamic data selection, achieving better performance and higher efficiency in node classification tasks.

Research team from Nanjing University introduced ORCBench and HeteC for open and real-world human-AI coordination. HeteC for ORC has been proved to enhance partner diversity and incorporates communication ,thereby improving coordination in heterogeneous environments.

The Korea Institute of Machinery and Materials (President Seog-Hyeon Ryu, hereinafter referred to as KIMM), under the National Research Council of Science & Technology (Chairperson Kim, Yeung-Shik), has developed a technology that stably generates high photocurrent under natural sunlight to efficiently produce hydrogen.

In the latest issue of the International Journal of Extreme Manufacturing, Professor Jiankang He and his team from Xi'an Jiaotong University introduce new frontiers for the regeneration and functionality enhancement of excitable tissues by integrating bioelectronics with bioengineered constructs.

Their work not only deepens our understanding of the role of electrical microenvironments in tissue development but also sets forth critical design principles for creating bioelectronic-tissue construct hybrids. These advancements hold transformative potential for repairing and restoring damaged excitable tissues such as cardiac, neural, and muscle tissues.