Search Results for author: Zhongju Yuan

Found 2 papers, 0 papers with code

AF2-Mutation: Adversarial Sequence Mutations against AlphaFold2 on Protein Tertiary Structure Prediction

no code implementations15 May 2023 Zhongju Yuan, Tao Shen, Sheng Xu, Leiye Yu, Ruobing Ren, Siqi Sun

Deep learning-based approaches, such as AlphaFold2 (AF2), have significantly advanced protein tertiary structure prediction, achieving results comparable to real biological experimental methods.

Cross-Domain Few-Shot Relation Extraction via Representation Learning and Domain Adaptation

no code implementations5 Dec 2022 Zhongju Yuan, Zhenkun Wang, Genghui Li

Since the prototype is necessary for obtaining relationships between entities in the latent space, we suggest learning more interpretable and efficient prototypes from prior knowledge and the intrinsic semantics of relations to extract new relations in various domains more effectively.

Contrastive Learning Cross-Domain Few-Shot +7

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