Xiaoyu Tan - Publications, H-index & Citations

Xiaoyu Tan

National University of Singapore

16H指数

99论文数

704被引数

收录论文 34

发表时间

A workflow-aligned multimodal framework for interpretable breast cancer diagnosis and molecular subtyping 与工作流程对齐的多模态框架，用于可解释的乳腺癌诊断和分子亚分型

Expert Systems with Applications

IF7.5

2026-08-20

PREAI

Weiyi Zhao; Lv Chen; Weiyu Pu; Liang Liu; Xiaoyu Tan; Sijia Li; Xihe Qiu; Jia Fan; Miao Zhu; Zhenglin Wang

MLLoRA: Leveraging meta-learning and LoRA for efficient multi-task fine-tuning in LLM-driven medical applications MLLoRA：利用元学习和LoRA实现LLM驱动医疗应用中的高效多任务微调

Pattern Recognition Letters

IF3.3

2026-07-03

PREAI

Xihe Qiu; Siyue Shao; Qian Du; Xuemin Wang; Xiaoyu Tan

ReMALIS: Inference-Guided Intention Propagation for Multiagent Stochastic Task Coordination With Large Language Models in Complex Networks Domains ReMALIS：基于大型语言模型在复杂网络领域多智能体随机任务协调中的推理引导意图传播

IEEE Transactions on Computational Social Systems

IF4.9

2026-06-16

PREAI

Xihe Qiu; Haoyu Wang; Xiaoyu Tan; Sijia Li; Yujie Xiong; Zhijun Fang

Long noncoding RNA X-inactive-specific transcript promotes hepatic fibrosis by suppressing ferroptosis in hepatic stellate cells via the miR-663a/GPX4 axis 长链非编码RNA X失活特异性转录本通过miR-663a/GPX4轴抑制肝星状细胞中铁死亡来促进肝纤维化

Frontiers in Physiology

IF3.4

2026-02-11

OAAI

Dai, Jing; Zhong, Guo-Hui; Yang, Jun-Xing; Tan, Xiao-Yu; Dai, Dong; Li, Ming-Yi

Combined hematology, tumor morphology, and magnetic resonance imaging for predicting microvascular invasion in hepatocellular carcinoma: a clinical study 联合血液学、肿瘤形态学和磁共振成像预测肝细胞癌微血管侵犯：一项临床研究

Quantitative Imaging in Medicine and Surgery

IF2.3

2026-02-01

PREAI

Bei, Hao-Yang; Kang, Zhong-Jie; Zhong, Ming; Liu, Chun-Fu; Yan, Ke-Liang; Tan, Xiao-Yu; Dan, Yuan; Wu, Jia-Yuan; Yang, Yong-Guang

Robust Sleep Stage Prediction from Electroencephalogram with Label Noise Using Multimodal Large Language Models 利用多模态大型语言模型从脑电图中进行带标签噪声的鲁棒睡眠分期预测

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT VI

IF0

2026-01-01

PREAI

Qiu, Xihe; Zhan, Chen; Ma, Gengchen; Huang, Jingjing; Tan, Xiaoyu

MVP-LLMs: Optimizing Intervention Timing and Subsequent Decision Support for Mechanical Ventilation Parameter Control Using Large Language Models MVP-LLMs：利用大型语言模型优化机械通气参数控制的干预时机和后续决策支持

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT V

IF0

2026-01-01

PREAI

Haol, Teqi; Tan, Xiaoyu; Li, Bin; Wang, Xuemin; Qu, Chao; Xu, Yinghui; Qiu, Xihe

Prolog-Driven Rule-Based Diagnostics with Large Language Models for Precise Clinical Decision Support

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT X

IF0

2026-01-01

PREAI

Tan, Xiaoyu; Li, Bin; Xu, Weidi; Qu, Chao; Chu, Wei; Xu, Yinghui; Qi, Yuan; Qiu, Xihe

Survival outcomes of patients after liver transplantation for patients with hepatocellular carcinoma exceeding the Hangzhou criteria 超过杭州标准的肝细胞癌患者肝移植后的生存结局

Journal of Gastrointestinal Oncology

IF2

2025-12-31

PREAI

Huang, Zhi-Ping; Lu, Shu-Tong; Du, Jin; Liu, Ren-Dong; Ouyang, Qing; Zhang, Bao; Wang, Meng-Chao; Tsilimigras, Diamantis I.; Wadei, Hani M.; Zheng, Yu-Jian; Wang, Shao-Ping; Huo, Feng; Tan, Xiao-Yu; Chen, Jian-Xiong

MDM-DTA: Message Passing Neural Network with molecular descriptors and Mixture of Experts for drug-target affinity prediction MDM-DTA：结合分子描述符和专家模型的信使传递神经网络，用于药物-靶点亲和力预测

Computer Methods and Programs in Biomedicine

IF4.8

2025-11-21

PREAI

Yang Dai; Xiaoyu Tan; Haoyu Wang; Gengchen Ma; Yujie Xiong; Xihe Qiu

Learning Expressive Task Embeddings and Sample-Efficient Exploration for Context Shift Reduction in Offline Meta-Reinforcement Environment 学习表达性任务嵌入和样本高效探索以减少离线元强化环境中的上下文偏移

IEEE Transactions on Cognitive and Developmental Systems

IF4.9

2025-10-31

PREAI

Haoyu Wang; Xiaoyu Tan; Tianliang Yao; Zhijun Fang; Peng Qi; Xihe Qiu

LLM-GAODE: Large-language-model augmented neural ordinary differential equation network for video nystagmography classification LLM-GAODE：基于大型语言模型增强的神经常微分方程网络用于视频眼震图分类

Knowledge-Based Systems

IF7.6

2025-07-08

OAAI

Xihe Qiu; Shaojie Shi; Bin Li; Xiaoyu Tan; Yongbin Gao; Shuo Li

DMFusion: A dual-branch multi-scale feature fusion network for medical multi-modal image fusion DMFusion: 一种用于医学多模态图像融合的双分支多尺度特征融合网络

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2025-07-01

PREAI

Ma, Gengchen; Qiu, Xihe; Tan, Xiaoyu

FedSlate: A Federated Deep Reinforcement Learning Recommender System FedSlate: 一种联邦深度强化学习推荐系统

IEEE Transactions on Emerging Topics in Computational Intelligence

IF6.5

2025-06-05

PREAI

Yongxin Deng; Xihe Qiu; Xiaoyu Tan; Yaochu Jin

AutoGRN: An adaptive multi-channel graph recurrent joint optimization network with Copula-based dependency modeling for spatio-temporal fusion in electrical power systems

INFORMATION FUSION

IF15.5

2025-05-01

PREAI

Wang, Haoyu; Qiu, Xihe; Xiong, Yujie; Tan, Xiaoyu

Bio-K-Transformer: A pre-trained transformer-based sequence-to-sequence model for adverse drug reactions prediction Bio-k-transformer: 一种预训练的基于Transformer的序列到序列模型，用于预测药物不良反应

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2025-03-01

PREAI

Qiu, Xihe; Shao, Siyue; Wang, Haoyu; Tan, Xiaoyu

Six-hour local 4 °C dual hypothermic oxygenated machine perfusion improves the preservation of porcine liver after cardiac death using an ex vivo reperfusion model 六小时局部4°C双低温氧合机器灌注通过离体再灌注模型改善心源性死亡猪肝脏的保存效果

Hepatobiliary & Pancreatic Diseases International

IF4.4

2025-02-26

PREAI

Xiao-Yu Tan; Wei-Jian Kuang; Fei-Wen Deng; Zhi-Ping Huang; Qing Ouyang; Xiao-Tao Huang; Wai I Ho; Ming-Ju Liang; Feng Huo; Huan-Wei Chen

An end-to-end audio classification framework with diverse features for obstructive sleep apnea-hypopnea syndrome diagnosis

APPLIED INTELLIGENCE

IF3.5

2025-02-10

PREAI

Li, Bin; Qiu, Xihe; Tan, Xiaoyu; Yang, Long; Tao, Jing; Fang, Zhijun; Huang, Jingjing

Multimodal heterogeneous graph fusion for automated obstructive sleep apnea-hypopnea syndrome diagnosis

COMPLEX & INTELLIGENT SYSTEMS

IF4.6

2024-11-18

OAAI

Wang, Haoyu; Qiu, Xihe; Li, Bin; Tan, Xiaoyu; Huang, Jingjing

Inferring Intents From Equivariant-Invariant Representations and Relational Learning in Multiagent Systems

ieee open journal of circuits and systems

IF4.4

2024-09-01

PREAI

Qiu, Xihe; Wang, Haoyu; Tan, Xiaoyu

研究方向