Xinyu Yuan

1. Diffusion-TS: Interpretable Diffusion for General Time Series Generation
   2024/03/04 by Xinyu Yuan, Yuan, Xinyu, Yan Qiao +1 · 40 citations
   Computer Science · #Time Series Analysis and Forecasting #Neural Networks and Applications
2. Towards Foundation Models for Knowledge Graph Reasoning
   2023/10/06 by Mikhail Galkin, Galkin, Mikhail, Xinyu Yuan +7 · 1 voice · 12 citations
   Computer Science · Neuroscience · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling #cs.AI #cs.CL
3. A*Net: A Scalable Path-based Reasoning Approach for Knowledge Graphs
   2022/06/07 by Zhaocheng Zhu, Xinyu Yuan, Zhu, Zhaocheng +9 · 6 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies #Topic Modeling
4. ProtST: Multi-Modality Learning of Protein Sequences and Biomedical Texts
   2023/01/28 by Minghao Xu, Xinyu Yuan, Xu, Minghao +5 · 6 citations
   Biochemistry, Genetics and Molecular Biology · #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Protein Structure and Dynamics #RNA and protein synthesis mechanisms
5. Protein Structure Tokenization: Benchmarking and New Recipe
   2025/02/28 by Xinyu Yuan, Zichen Wang, Yuan, Xinyu +6 · 1 voice · 4 citations
   Biochemistry, Genetics and Molecular Biology · Materials Science · #Ubiquitin and proteasome pathways #Enzyme Structure and Function #RNA and protein synthesis mechanisms
6. Cell-ontology guided transcriptome foundation model
   2024/08/22 by Xinyu Yuan, Yuan, Xinyu, Zuobai Zhang +11 · 3 citations
   Biochemistry, Genetics and Molecular Biology · #Artificial Intelligence (cs.AI) #Bioinformatics and Genomic Networks #Biomedical Text Mining and Ontologies #FOS: Computer and information sciences #Gene expression and cancer classification #Machine Learning (cs.LG)
7. Dynamic Frequency-Adaptive Knowledge Distillation for Speech Enhancement
   2025/02/07 by Xinyu Yuan, Yuan, Xihao, Siqi Liu +9 · 2 citations
   Computer Science · Engineering · #Advanced Adaptive Filtering Techniques #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering