Sirui Ding

According to our database1, Sirui Ding authored at least 19 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Identify and mitigate bias in electronic phenotyping: A comprehensive study from computational perspective.
J. Biomed. Informatics, 2024

Large Language Models for Disease Diagnosis: A Scoping Review.
CoRR, 2024

Interpretable Differential Diagnosis with Dual-Inference Large Language Models.
CoRR, 2024

Understanding Different Design Choices in Training Large Time Series Models.
CoRR, 2024

MolecularGPT: Open Large Language Model (LLM) for Few-Shot Molecular Property Prediction.
CoRR, 2024

UniGLM: Training One Unified Language Model for Text-Attributed Graphs.
CoRR, 2024

2023
Multi-task learning with dynamic re-weighting to achieve fairness in healthcare predictive modeling.
J. Biomed. Informatics, 2023

Multi-Task Learning for Post-transplant Cause of Death Analysis: A Case Study on Liver Transplant.
CoRR, 2023

Towards Fair Patient-Trial Matching via Patient-Criterion Level Fairness Constraint.
CoRR, 2023

PheME: A deep ensemble framework for improving phenotype prediction from multi-modal data.
Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

Towards Precise and Equitable Organ Allocation in Transplant with Machine Learning.
Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

2022
AutoVideo: An Automated Video Action Recognition System.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Towards Automated Imbalanced Learning with Deep Hierarchical Reinforcement Learning.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Fairly Predicting Graft Failure in Liver Transplant for Organ Assigning.
Proceedings of the AMIA 2022, 2022

2021
AutoVideo: An Automated Video Action Recognition System.
CoRR, 2021

An Improved Agent-Based Model Using Discrete Event Simulation for Nonpharmaceutical Interventions.
IEEE Access, 2021

2020
Score-CAM: Score-Weighted Visual Explanations for Convolutional Neural Networks.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
A Novel EEG Sleep Staging Method for Wearable Devices Based on Amplitude-time Mapping.
Proceedings of the 4th IEEE International Conference on Advanced Robotics and Mechatronics, 2019

Cascaded Convolutional Neural Network with Attention Mechanism for Mobile EEG-based Driver Drowsiness Detection System.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019


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