Xiaoyu Guan

11 papers Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
DPI: Exploiting Parameter Heterogeneity for Interference-Free Fine-Tuning.
CoRR
Xiaoyu Liu, Xiaoyu Guan, Di Liang, Xianjie Wu
2025 J jnl
DemuxTrans: Transformer and temporal convolution network for accurate barcode demultiplexing in nanopore sequencing.
Bioinform.
Liyuan Shu, Deyu Zhuang, Jiao Tang, Junyong Zhao, Wei Shao, Xiaoyu Guan, Daoqiang Zhang
2025 J jnl
Introducing anisotropic fields for enhanced diversity in crowd simulation.
Vis. Comput.
Yihao Li, Junyu Liu, Xiaoyu Guan, Hanming Hou, Tianyu Huang
2025 — conf
MambaNano: Dual-Branch Mamba Framework Achieves Single-Molecule Resolution m6A Detection in Nanopore Direct RNA Sequencing.
BIBM
Deyu Zhuang, Liyuan Shu, Xiaoyu Guan, Daoqiang Zhang
2025 — conf
TaiCrowd: A High-Performance Simulation Framework for Massive Crowd.
CVM (3)
Xiaoyu Guan, Yihao Li, Tianyu Huang
2024 — conf
Crowd behavior reconstruction with deep group feature learning.
BIBM
Ziyan Lu, Xiaoyu Guan, Dapeng Yan, Yihao Li, Tianyu Huang
2024 J jnl
Introducing Anisotropic Fields for Enhanced Diversity in Crowd Simulation.
CoRR
Yihao Li, Junyu Liu, Xiaoyu Guan, Hanming Hou, Tianyu Huang
2024 J jnl
T-S2Inet: Transformer-based sequence-to-image network for accurate nanopore sequence recognition.
Bioinform.
Xiaoyu Guan, Wei Shao, Daoqiang Zhang
2023 J jnl
Active learning for efficient analysis of high-throughput nanopore data.
Bioinform.
Xiaoyu Guan, Zhongnian Li, Yueying Zhou, Wei Shao, Daoqiang Zhang
2023 J jnl
T-MGCL: Molecule Graph Contrastive Learning Based on Transformer for Molecular Property Prediction.
IEEE ACM Trans. Comput. Biol. Bioinform.
Xiaoyu Guan, Daoqiang Zhang
2022 J jnl
S2Snet: deep learning for low molecular weight RNA identification with nanopore.
Briefings Bioinform.
Xiaoyu Guan, Yuqin Wang, Wei Shao, Zhongnian Li, Shuo Huang, Daoqiang Zhang