Sirui Ding

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 21

Top Topics

Differential Diagnosis

Abdominal Ct Images

Convolutional Neural Networks

Top Venues

J. Biomed. Informatics

Publications

Yi Fang, Dongzhe Fan, Sirui Ding, Ninghao Liu, Qiaoyu Tan
UniGLM: Training One Unified Language Model for Text-Attributed Graphs. CoRR (2024)
Shuang Zhou, Sirui Ding, Jiashuo Wang, Mingquan Lin, Genevieve B. Melton, Rui Zhang
Interpretable Differential Diagnosis with Dual-Inference Large Language Models. CoRR (2024)
Yuyan Liu, Sirui Ding, Sheng Zhou, Wenqi Fan, Qiaoyu Tan
MolecularGPT: Open Large Language Model (LLM) for Few-Shot Molecular Property Prediction. CoRR (2024)
Sirui Ding, Shenghan Zhang, Xia Hu, Na Zou
Identify and mitigate bias in electronic phenotyping: A comprehensive study from computational perspective. J. Biomed. Informatics 156 (2024)
Yu-Neng Chuang, Songchen Li, Jiayi Yuan, Guanchu Wang, Kwei-Herng Lai, Leisheng Yu, Sirui Ding, Chia-Yuan Chang, Qiaoyu Tan, Daochen Zha, Xia Hu
Understanding Different Design Choices in Training Large Time Series Models. CoRR (2024)
Shenghan Zhang, Haoxuan Li, Ruixiang Tang, Sirui Ding, Laila Rasmy, Degui Zhi, Na Zou, Xia Hu
PheME: A deep ensemble framework for improving phenotype prediction from multi-modal data. ICHI (2023)
Sirui Ding, Ruixiang Tang, Daochen Zha, Na Zou, Kai Zhang, Xiaoqian Jiang, Xia Hu
Fairly Predicting Graft Failure in Liver Transplant for Organ Assigning. CoRR (2023)
Can Li, Sirui Ding, Na Zou, Xia Hu, Xiaoqian Jiang, Kai Zhang
Multi-task learning with dynamic re-weighting to achieve fairness in healthcare predictive modeling. J. Biomed. Informatics 143 (2023)
Sirui Ding, Qiaoyu Tan, Chia-Yuan Chang, Na Zou, Kai Zhang, Nathan R. Hoot, Xiaoqian Jiang, Xia Hu
Multi-Task Learning for Post-transplant Cause of Death Analysis: A Case Study on Liver Transplant. CoRR (2023)
Shenghan Zhang, Haoxuan Li, Ruixiang Tang, Sirui Ding, Laila Rasmy, Degui Zhi, Na Zou, Xia Hu
PheME: A deep ensemble framework for improving phenotype prediction from multi-modal data. CoRR (2023)
Sirui Ding
Towards Precise and Equitable Organ Allocation in Transplant with Machine Learning. ICHI (2023)
Chia-Yuan Chang, Jiayi Yuan, Sirui Ding, Qiaoyu Tan, Kai Zhang, Xiaoqian Jiang, Xia Hu, Na Zou
Towards Fair Patient-Trial Matching via Patient-Criterion Level Fairness Constraint. CoRR (2023)
Sirui Ding, Ruixiang Tang, Daochen Zha, Na Zou, Kai Zhang, Xiaoqian Jiang, Xia Hu
Fairly Predicting Graft Failure in Liver Transplant for Organ Assigning. AMIA (2022)
Daochen Zha, Kwei-Herng Lai, Qiaoyu Tan, Sirui Ding, Na Zou, Xia Ben Hu
Towards Automated Imbalanced Learning with Deep Hierarchical Reinforcement Learning. CIKM (2022)
Daochen Zha, Zaid Pervaiz Bhat, Yi-Wei Chen, Yicheng Wang, Sirui Ding, Jiaben Chen, Kwei-Herng Lai, Mohammad Qazim Bhat, Anmoll Kumar Jain, Alfredo Costilla Reyes, Na Zou, Xia Hu
AutoVideo: An Automated Video Action Recognition System. IJCAI (2022)
Daochen Zha, Kwei-Herng Lai, Qiaoyu Tan, Sirui Ding, Na Zou, Xia Hu
Towards Automated Imbalanced Learning with Deep Hierarchical Reinforcement Learning. CoRR (2022)
Hongbin Qiu, Yong Chen, Sirui Ding, Wenchao Yi, Ruifeng Lv, Cheng Wang
An Improved Agent-Based Model Using Discrete Event Simulation for Nonpharmaceutical Interventions. IEEE Access 9 (2021)
Daochen Zha, Zaid Pervaiz Bhat, Yi-Wei Chen, Yicheng Wang, Sirui Ding, Anmoll Kumar Jain, Mohammad Qazim Bhat, Kwei-Herng Lai, Jiaben Chen, Na Zou, Xia Hu
AutoVideo: An Automated Video Action Recognition System. CoRR (2021)
Haofan Wang, Zifan Wang, Mengnan Du, Fan Yang, Zijian Zhang, Sirui Ding, Piotr Mardziel, Xia Hu
Score-CAM: Score-Weighted Visual Explanations for Convolutional Neural Networks. CVPR Workshops (2020)
Sirui Ding, Zhiyong Yuan, Panfeng An, Guotong Xue, Wenxiang Sun, Jianhui Zhao
Cascaded Convolutional Neural Network with Attention Mechanism for Mobile EEG-based Driver Drowsiness Detection System. BIBM (2019)
Panfeng An, Weixin Si, Sirui Ding, Guotong Xue, Zhiyong Yuan
A Novel EEG Sleep Staging Method for Wearable Devices Based on Amplitude-time Mapping. ICARM (2019)