Yutao Dou

22 papers A* 4B 1Misc 1Journal 11Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
A survey on electronic health record driven multimodal representation learning.
Inf. Fusion
Yutao Dou, Yaoyu Liu, Haitao Zou, Wenwu Zeng, Kele Xu, Shaoliang Peng
2026 J jnl
Spatio-temporal representation learning with selective state space models for EEG-based depression detection.
Biomed. Signal Process. Control.
Yutao Dou, Tao Xing, Xiongjun Zhao, Xianliang Chen, Jiansong Zhou, Shaoliang Peng
2025 — conf
DepMambaformer: Integrating Bidirectional State Space Duality Model with Multimodal Attention for Depression Detection.
ISBRA (1)
Changfeng He, Yutao Dou, Fan Liu, Xiaoping Wang, Shaoliang Peng
2025 B conf
Pre-trained Latent Diffusion Model-based Image Enhancement with Cross-Fusion Transformer Network for Expression Recognition.
IJCNN
Fan Liu, Yutao Dou, Changfeng He, Xianliang Chen, Jiansong Zhou, Shaoliang Peng
2025 A* conf
SMILE: A Scale-aware Multiple Instance Learning Method for Multicenter STAS Lung Cancer Histopathology Diagnosis.
IJCAI
Liangrui Pan, Xiaoyu Li, Yutao Dou, Qiya Song, Jiadi Luo, Qingchun Liang, Shaoliang Peng
2025 J jnl
SMILE: a Scale-aware Multiple Instance Learning Method for Multicenter STAS Lung Cancer Histopathology Diagnosis.
CoRR
Liangrui Pan, Xiaoyu Li, Yutao Dou, Qiya Song, Jiadi Luo, Qingchun Liang, Shaoliang Peng
2025 J jnl
ShennongMGS: An LLM-based Chinese Medication Guidance System.
ACM Trans. Manag. Inf. Syst.
Yutao Dou, Yuwei Huang, Xiongjun Zhao, Haitao Zou, Jiandong Shang, Ying Lu, Xiaolin Yang, Jian Xiao, Shaoliang Peng
2025 J jnl
Spatio-temporal masked autoencoder-based phonetic segments classification from ultrasound.
Speech Commun.
Xi Dan, Kele Xu, Yihang Zhou, Chuanguang Yang, Yihao Chen, Yutao Dou, Cheng Yang
2024 — conf
Autonomous Pharmaceutical Care with Large Language Models.
BIBM
Yutao Dou, Zike Deng, Tao Xing, Jian Xiao, Shaoliang Peng
2024 — conf
EMO-Mamba: Multimodal Selective Structured State Space Model for Depression Detection.
BIBM
Tao Xing, Yutao Dou, Xiaolan Xie, Jiansong Zhou, Xianliang Chen, Shaoliang Peng
2024 J jnl
Optimization of the parallel semi-Lagrangian scheme to overlap computation with communication based on grouping levels in YHGSM.
CCF Trans. High Perform. Comput.
Dazheng Liu, Wenjuan Liu, Liangrui Pan, Yutao Dou, Jianping Wu
2024 A* conf
PEACE: A Dataset of Pharmaceutical Care for Cancer Pain Analgesia Evaluation and Medication Decision.
NeurIPS
Yutao Dou, Huimin Yu, Wei Li, Jingyang Li, Fei Xia, Jian Xiao
2024 J jnl
Quick-MIMIC: A Multimodal Data Extraction Pipeline for MIMIC with Parallelization.
Big Data Min. Anal.
Yutao Dou, Wei Li, Yangtao Zheng, Xiaojun Yao, Huanxiang Liu, Albert Y. Zomaya, Shaoliang Peng
2024 A* conf
Report-Concept Textual-Prompt Learning for Enhancing X-ray Diagnosis.
ACM Multimedia
Xiongjun Zhao, Zhengyu Liu, Fen Liu, Guanting Li, Yutao Dou, Shaoliang Peng
2024 Misc conf
Temporal Inconsistency-Based Active Learning.
ICASSP
Tianjiao Wan, Yutao Dou, Kele Xu, Zijian Gao, Bo Ding, Dawei Feng, Huaimin Wang
2023 — conf
An Attention-based Label Mapping and Multi-factor Domain Adaptation Approach for ACS Prediction.
BIBM
Yutao Dou, Zhengyu Liu, Xiongjun Zhao, Kun Xie, Guo Chen, Shaoliang Peng
2023 J jnl
Feature augmentation and semi-supervised conditional transfer learning for early detection of sepsis.
Comput. Biol. Medicine
Yutao Dou, Wei Li, Yucen Nan, Yidi Zhang, Shaoliang Peng
2023 J jnl
LDCSF: Local depth convolution-based Swim framework for classifying multi-label histopathology images.
CoRR
Liangrui Pan, Yutao Dou, Zhichao Feng, Liwen Xu, Shaoliang Peng
2023 J jnl
Multi-Head Attention Mechanism Learning for Cancer New Subtypes and Treatment Based on Cancer Multi-Omics Data.
CoRR
Liangrui Pan, Dazhen Liu, Yutao Dou, Lian Wang, Zhichao Feng, Pengfei Rong, Liwen Xu, Shaoliang Peng
2023 — conf
ParaMET: A Parallel Framework for Efficient Medical Data Extraction on Tianhe-NG Supercomputer.
BIBM
Yutao Dou, Yangtao Zheng, Dazheng Liu, Keqin Li, Sheng Xiao, Shaoliang Peng
2022 A* conf
Transformer-Based Unsupervised Learning for Early Detection of Sepsis (Student Abstract).
AAAI
Yutao Dou, Wei Li, Albert Y. Zomaya
2021 J jnl
LUNAR : Drug Screening for Novel Coronavirus Based on Representation Learning Graph Convolutional Network.
IEEE ACM Trans. Comput. Biol. Bioinform.
Deshan Zhou, Shaoliang Peng, Dong-Qing Wei, Wu Zhong, Yutao Dou, Xiaolan Xie