Publications by authors named "Zizheng Yan"

Article Synopsis
  • The paper discusses a practical challenge in Active Learning (AL) called open-set AL, where unlabeled data includes both in-distribution (ID) and out-of-distribution (OOD) samples, causing standard methods to underperform.
  • The authors propose two new criteria, contrastive confidence and historical divergence, to effectively select more informative ID samples while minimizing the selection of less helpful OOD samples.
  • They introduce a contrastive clustering framework that allows the classifier to better recognize OOD samples and improve overall representation learning, achieving state-of-the-art results on various benchmark datasets.
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Article Synopsis
  • This study investigates how a significant pest, which damages fruit trees, grows and develops while feeding on various host plants like apple, pear, and peach.
  • Researchers utilized RNA sequencing to analyze samples from both natural and artificial diets, identifying thousands of differentially expressed genes (DEGs) linked to key metabolic pathways.
  • The findings, including qRT-PCR validation, shed light on the molecular mechanisms behind the pest's adaptation to different hosts, paving the way for future research in pest management.
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Background: Spodoptera frugiperda is an important invasive agricultural pest that causes huge economic losses worldwide. Gut microorganisms play a vital role in host feeding, digestion, nutrition, immunity, growth and insecticide resistance. Illumina high-throughput sequencing was used to study the gut microbial community dynamics across the life cycle (egg, 1st to 6th instar larvae, pupae, and male and female adults) of S.

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is a highly polyphagous and invasive agricultural pest that can harm more than 300 plants and cause huge economic losses to crops. Symbiotic bacteria play an important role in the host biology and ecology of herbivores, and have a wide range of effects on host growth and adaptation. In this study, high-throughput sequencing technology was used to investigate the effects of different hosts (corn, wild oat, oilseed rape, pepper, and artificial diet) on gut microbial community structure and diversity.

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Intestinal symbiotic bacteria have played an important role in the digestion, immunity detoxification, mating, and reproduction of insects during long-term coevolution. The oriental fruit moth, , is an important fruit tree pest worldwide. However, the composition of the microbial community, especially of the gut microbiome, remains unclear.

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Utilizing a pharmacophore hybridization approach, a novel series of substituted indolin-2-one derivatives were designed, synthesized and evaluated for their in vitro biological activities against p21-activated kinase 4. Compounds 11b, 12d and 12g exhibited the most potent inhibitory activity against PAK4 (IC=22nM, 16nM and 27nM, respectively). Among them, compound 12g showed the highest antiproliferative activity against A549 cells (IC=0.

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Upon analysis of the reported crystal structure of PAK4 inhibitor KY04031 (PAK4 IC = 0.790 μM) in the active site of PAK4, we investigated the possibility of changing the triazine core of KY04031 to a quinazoline. Using KY04031 as a starting compound, a library of 2, 4-diaminoquinazoline derivatives were designed and synthesized.

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