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The Deep Learning Theory Team at Shanghai Jiao Tong University published their latest work “Complexity Control Facilitates Reasoning-Based Compositional Generalization in Transformers” on TPAMI
The figure above illustrates model performance under different complexity settings on simple compositional tasks (left) and image compositional tasks (right).Recently, the Deep Learning Theory Team from the Institute of Natural Sciences and the School of Mathematical Sciences at Shanghai Jiao Tong University, led by Prof. Zhi-Qin John Xu and Prof. Yaoyu Zhang together with their students, conducted ...
March 9, 2026
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China's radiation-tolerant 2D system could revolutionize space electronics
Researchers in China have developed a radiation-tolerant semiconductor system as thin as a single layer of an atom, a breakthrough that could solve one of the most persistent hurdles in space exploration: the vulnerability of electronics to cosmic rays. The team from Fudan University in Shanghai published their findings on Thursday in the journal Nature, marking the first time such two-dimensional,...
January 30, 2026
