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Yinghao Zhu
ORCID
Publication Activity (10 Years)
Years Active: 2004-2024
Publications (10 Years): 27
Top Topics
Stereoscopic Video
Data Imputation
Intensive Care
Predictive Modeling
Top Venues
CoRR
MSN
Patterns
ICONIP (1)
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Publications
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Yinghao Zhu
,
Changyu Ren
,
Shiyun Xie
,
Shukai Liu
,
Hangyuan Ji
,
Zixiang Wang
,
Tao Sun
,
Long He
,
Zhoujun Li
,
Xi Zhu
,
Chengwei Pan
REALM: RAG-Driven Enhancement of Multimodal Electronic Health Records Analysis via Large Language Models.
CoRR
(2024)
Yinghao Zhu
,
Zixiang Wang
,
Junyi Gao
,
Yuning Tong
,
Jingkun An
,
Weibin Liao
,
Ewen M. Harrison
,
Liantao Ma
,
Chengwei Pan
Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data.
CoRR
(2024)
Weibin Liao
,
Yinghao Zhu
,
Zixiang Wang
,
Xu Chu
,
Yasha Wang
,
Liantao Ma
Learnable Prompt as Pseudo-Imputation: Reassessing the Necessity of Traditional EHR Data Imputation in Downstream Clinical Prediction.
CoRR
(2024)
Xiaoyan Su
,
Yinghao Zhu
,
Run Li
Your Network May Need to Be Rewritten: Network Adversarial Based on High-Dimensional Function Graph Decomposition.
CoRR
(2024)
Yinghao Zhu
,
Junyi Gao
,
Zixiang Wang
,
Weibin Liao
,
Xiaochen Zheng
,
Lifang Liang
,
Yasha Wang
,
Chengwei Pan
,
Ewen M. Harrison
,
Liantao Ma
Is larger always better? Evaluating and prompting large language models for non-generative medical tasks.
CoRR
(2024)
Yinghao Zhu
,
Changyu Ren
,
Zixiang Wang
,
Xiaochen Zheng
,
Shiyun Xie
,
Junlan Feng
,
Xi Zhu
,
Zhoujun Li
,
Liantao Ma
,
Chengwei Pan
EMERGE: Integrating RAG for Improved Multimodal EHR Predictive Modeling.
CoRR
(2024)
Junyi Gao
,
Yinghao Zhu
,
Wenqing Wang
,
Zixiang Wang
,
Guiying Dong
,
Wen Tang
,
Hao Wang
,
Yasha Wang
,
Ewen M. Harrison
,
Liantao Ma
A comprehensive benchmark for COVID-19 predictive modeling using electronic health records in intensive care.
Patterns
5 (4) (2024)
Yinghao Zhu
,
Chenhao Ying
,
Yan Zhou
,
Jiangang Lu
A Predictive Adaptive Learning Method for Multivariable Time Series With Mooney Viscosity Prediction as an Application Case.
IEEE Access
12 (2024)
Tianlong Wang
,
Xianfeng Jiao
,
Yifan He
,
Zhongzhi Chen
,
Yinghao Zhu
,
Xu Chu
,
Junyi Gao
,
Yasha Wang
,
Liantao Ma
Adaptive Activation Steering: A Tuning-Free LLM Truthfulness Improvement Method for Diverse Hallucinations Categories.
CoRR
(2024)
Xin Tan
,
Xiao Long
,
Xianjun Ni
,
Yinghao Zhu
,
Jing Jiang
,
Li Zhang
How far are AI-powered programming assistants from meeting developers' needs?
CoRR
(2024)
Jingkun An
,
Yinghao Zhu
,
Zongjian Li
,
Haoran Feng
,
Bohua Chen
,
Yemin Shi
,
Chengwei Pan
AGFSync: Leveraging AI-Generated Feedback for Preference Optimization in Text-to-Image Generation.
CoRR
(2024)
Weibin Liao
,
Yinghao Zhu
,
Xinyuan Wang
,
Chengwei Pan
,
Yasha Wang
,
Liantao Ma
LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image Segmentation.
CoRR
(2024)
Zhongji Zhang
,
Yuhang Wang
,
Yinghao Zhu
,
Xinyu Ma
,
Tianlong Wang
,
Chaohe Zhang
,
Yasha Wang
,
Liantao Ma
A Transfer-Learning-Based Prognosis Prediction Paradigm that Bridges Data Distribution Shift across EMR Datasets.
CoRR
(2023)
Yinghao Zhu
,
Zixiang Wang
,
Long He
,
Shiyun Xie
,
Zixi Chen
,
Jingkun An
,
Liantao Ma
,
Chengwei Pan
Leveraging Prototype Patient Representations with Feature-Missing-Aware Calibration to Mitigate EHR Data Sparsity.
CoRR
(2023)
Liantao Ma
,
Chaohe Zhang
,
Junyi Gao
,
Xianfeng Jiao
,
Zhihao Yu
,
Yinghao Zhu
,
Tianlong Wang
,
Xinyu Ma
,
Yasha Wang
,
Wen Tang
,
Xinju Zhao
,
Wenjie Ruan
,
Tao Wang
Mortality prediction with adaptive feature importance recalibration for peritoneal dialysis patients.
Patterns
4 (12) (2023)
Yinghao Zhu
,
Jingkun An
,
Enshen Zhou
,
Lu An
,
Junyi Gao
,
Hao Li
,
Haoran Feng
,
Bo Hou
,
Wen Tang
,
Chengwei Pan
,
Liantao Ma
Fair: Mitigating Bias in Healthcare Data through Multi-Level and Multi-Sensitive-Attribute Reweighting Method.
CoRR
(2023)
Chaohe Zhang
,
Xu Chu
,
Liantao Ma
,
Yinghao Zhu
,
Yasha Wang
,
Jiangtao Wang
,
Junfeng Zhao
Care: Learning with Missing Modalities in Multimodal Healthcare Data.
CoRR
(2022)
Yinghao Zhu
,
Waixi Liu
,
Sen Ling
,
Junming Luo
Network Modeling Based on GNN and Network Behaviors.
ICCCS
(2022)
Chaohe Zhang
,
Xu Chu
,
Liantao Ma
,
Yinghao Zhu
,
Yasha Wang
,
Jiangtao Wang
,
Junfeng Zhao
M3Care: Learning with Missing Modalities in Multimodal Healthcare Data.
KDD
(2022)
Wai-Xi Liu
,
Jinjie Lu
,
Jun Cai
,
Yinghao Zhu
,
Sen Ling
,
Qingchun Chen
DRL-PLink: Deep Reinforcement Learning With Private Link Approach for Mix-Flow Scheduling in Software-Defined Data-Center Networks.
IEEE Trans. Netw. Serv. Manag.
19 (2) (2022)
Junyi Gao
,
Yinghao Zhu
,
Wenqing Wang
,
Yasha Wang
,
Wen Tang
,
Liantao Ma
A Comprehensive Benchmark for COVID-19 Predictive Modeling Using Electronic Health Records in Intensive Care: Choosing the Best Model for COVID-19 Prognosis.
CoRR
(2022)
Sen Ling
,
Waixi Liu
,
Yinghao Zhu
,
Miaoquan Tan
,
Jieming Huang
,
Zhenzheng Guo
,
Wen-Hong Lin
FullSight: Towards Scalable, High-Coverage, and Fine-grained Network Telemetry.
MSN
(2021)
Jinjie Lu
,
Waixi Liu
,
Yinghao Zhu
,
Sen Ling
,
Zhitao Chen
,
Jiaqi Zeng
Scheduling mix-flow in SD-DCN based on Deep Reinforcement Learning with Private Link.
MSN
(2020)
Jiachen Yang
,
Yang Zhao
,
Yinghao Zhu
,
Huifang Xu
,
Wen Lu
,
Qinggang Meng
Blind assessment for stereo images considering binocular characteristics and deep perception map based on deep belief network.
Inf. Sci.
474 (2019)
Jiachen Yang
,
Yinghao Zhu
,
Chaofan Ma
,
Wen Lu
,
Qinggang Meng
Stereoscopic video quality assessment based on 3D convolutional neural networks.
Neurocomputing
309 (2018)
Jiachen Yang
,
Bin Jiang
,
Chunqi Ji
,
Yinghao Zhu
,
Wen Lu
Stereoscopic Image Quality Assessment Based on Binocular Adding and Subtracting.
CCCV (2)
(2017)
Jiachen Yang
,
Bin Jiang
,
Yinghao Zhu
,
Chunqi Ji
,
Wen Lu
An Image Quality Evaluation Method Based on Joint Deep Learning.
ICONIP (1)
(2017)
Lianxing Jia
,
Lin Wang
,
Guomin Xuan
,
Xiaoping Xing
,
Yinghao Zhu
,
Weifeng Shan
The Design and Realization of the 3D Visualization System Based on HLA.
SNPD
(2004)