Author

Jiaqi Zhou

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Open access Jul 2026

Integrated Multi-Omics Identifies Core Molecular Targets in Cerebral Venous Sinus Thrombosis-Induced Brain Injury

By applying integrated multi-omics profiling to a modified rat model, this study systematically mapped the molecular landscape of CVST-induced brain injury and provided a basis for further investigation into the mechanisms underlying CVST and for the design of novel treatment approaches.

Xiaohong Qin, Haoran Lu, Zhibiao Chen et al. · Biomedicines · 0 citations

Preprint Aug 2026

Socialized Division and Collaboration: Rethinking Class-Incremental Learning under Optimization Conflicts

This work proposes Socialized Division and Collaboration as a reformulation of continual learning that decomposes session learning across specialized models in response to optimization conflicts, while enabling coordinated collaboration and introduces an energy-based session-model compatibility criterion grounded in He...

Xinjie Yao, Zhi-He Fan, Yun-Qi Zhu et al. · 0 citations

Preprint Aug 2026

Towards a new paradigm of scientific discovery with socialized artificial intelligence

Bridging Literature, Agents, and Zero-gap Experimentation (BLAZE), a paradigm of socialized scientific intelligence, makes discovery more traceable, reproducible, and cumulative while preserving human creativity, judgment, and responsibility.

Xinjie Yao, Xing-Xin Xu, Xi-Yuan Gao et al. · 0 citations