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Xin Yin on Muck Rack

Xin Yin

As seen in: Color Research & Application, Emerging Infectious Diseases Journal, Nature, Wiley Online Library, New Phytologist, PLOS Biology, Frontiers, Gut Journal, MDPI, PNAS and
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Articles

Computer Science > Artificial Intelligence

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By Xin Yin, Jiawei Zhu, Hongjin Meng
| arxiv.org
Long-horizon LLM agents accumulate tool results, files, plans, and user constraints that are too structured to be treated as a disposable text suffix. Current systems mostly rely on in-run heuristics such as chronological pruning and tool-output masking, or on final self-summary near a context limit.
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Event-scale ecological impacts of dust storms in East Asia: processes, damage, and assessment challenges

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By Yuchen Liu, Cong Jiang, Rui Mao, Xin Yin
| Nature Verified
Abstract Dust storms can cause rapid ecological impacts on terrestrial and marine ecosystems. This review synthesizes the event-scale ecological impacts of East Asian dust storms, focusing on dust generation, transport, deposition, and ecosystem responses. It further evaluates the strengths and limitations of current observational and modeling approaches for capturing the immediacy and destructiveness of dust storms.
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High serum urokinase-type plasminogen activator receptor correlates with sepsis-induced cardiomyopathy in sepsis patients

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By Tiesheng Wu, Guangping Wu, Yuxin Huang, Xin Yin, Minzhou Zhang, Bangjiang Fang, Liheng Guo, Jianzhuo He
| Frontiers
Abstract Background: Sepsis-induced cardiomyopathy (SIC), a major complication of sepsis characterized by myocardial injury and cardiac dysfunction, significantly increases mortality. Inflammation plays a central role in SIC, yet specific biomarkers for early diagnosis remain limited. This study aimed to identify inflammatory cytokines associated with SIC and evaluate their diagnostic potential.
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