Xiaoyu Guan

According to our database, Xiaoyu Guan authored at least 11 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

DPI: Exploiting Parameter Heterogeneity for Interference-Free Fine-Tuning.

Xiaoyu Liu, Xiaoyu Guan, Di Liang, Xianjie Wu

CoRR, January, 2026

A self-supervised multi-angle anatomical representation learning network for lumbosacral plexus segmentation.

Junyong Zhao, Liang Sun, Kun Wang, Dingwei Fan, Peng Wan, Xiaoyu Guan, Haipeng Si, Daoqiang Zhang

Biomed. Signal Process. Control., 2026

2025

Introducing anisotropic fields for enhanced diversity in crowd simulation.

Yihao Li, Junyu Liu, Xiaoyu Guan, Hanming Hou, Tianyu Huang

Vis. Comput., August, 2025

DemuxTrans: Transformer and temporal convolution network for accurate barcode demultiplexing in nanopore sequencing.

Liyuan Shu, Deyu Zhuang, Jiao Tang, Junyong Zhao, Wei Shao, Xiaoyu Guan, Daoqiang Zhang

Bioinform., 2025

TaiCrowd: A High-Performance Simulation Framework for Massive Crowd.

Xiaoyu Guan, Yihao Li, Tianyu Huang

Proceedings of the Computational Visual Media - 13th International Conference, 2025

MambaNano: Dual-Branch Mamba Framework Achieves Single-Molecule Resolution m6A Detection in Nanopore Direct RNA Sequencing.

Deyu Zhuang, Liyuan Shu, Xiaoyu Guan, Daoqiang Zhang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

2024

T-S2Inet: Transformer-based sequence-to-image network for accurate nanopore sequence recognition.

Xiaoyu Guan, Wei Shao, Daoqiang Zhang

Bioinform., February, 2024

Crowd behavior reconstruction with deep group feature learning.

Ziyan Lu, Xiaoyu Guan, Dapeng Yan, Yihao Li, Tianyu Huang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023

Active learning for efficient analysis of high-throughput nanopore data.

Xiaoyu Guan, Zhongnian Li, Yueying Zhou, Wei Shao, Daoqiang Zhang

Bioinform., January, 2023

T-MGCL: Molecule Graph Contrastive Learning Based on Transformer for Molecular Property Prediction.

Xiaoyu Guan, Daoqiang Zhang

IEEE ACM Trans. Comput. Biol. Bioinform., 2023

2022

S2Snet: deep learning for low molecular weight RNA identification with nanopore.

Xiaoyu Guan, Yuqin Wang, Wei Shao, Zhongnian Li, Shuo Huang, Daoqiang Zhang

Briefings Bioinform., 2022