Sicen Liu

According to our database, Sicen Liu authored at least 17 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

MirrorFair: Fixing Fairness Bugs in Machine Learning Software via Counterfactual Predictions.

Ying Xiao, Jie M. Zhang, Yepang Liu, Mohammad Reza Mousavi, Sicen Liu, Dingyuan Xue

Proc. ACM Softw. Eng., 2024

Self-eXplainable AI for Medical Image Analysis: A Survey and New Outlooks.

Junlin Hou, Sicen Liu, Yequan Bie, Hongmei Wang, Andong Tan, Luyang Luo, Hao Chen

CoRR, 2024

Knowledge Injected Multimodal Irregular EHRs Model for Medical Prediction.

Sicen Liu, Hao Chen

Proceedings of the Trustworthy Artificial Intelligence for Healthcare, 2024

2023

SHAPE: A Sample-Adaptive Hierarchical Prediction Network for Medication Recommendation.

Sicen Liu, Xiaolong Wang, Jingcheng Du, Yongshuai Hou, Xianbing Zhao, Hui Xu, Hui Wang, Yang Xiang, Buzhou Tang

IEEE J. Biomed. Health Informatics, December, 2023

Multimodal Data Matters: Language Model Pre-Training Over Structured and Unstructured Electronic Health Records.

Sicen Liu, Xiaolong Wang, Yongshuai Hou, Ge Li, Hui Wang, Hui Xu, Yang Xiang, Buzhou Tang

IEEE J. Biomed. Health Informatics, 2023

Shared-Private Memory Networks For Multimodal Sentiment Analysis.

Xianbing Zhao, Yinxin Chen, Sicen Liu, Buzhou Tang

IEEE Trans. Affect. Comput., 2023

Medication Recommendation via Domain Knowledge Informed Deep Learning.

Sicen Liu, Xiaolong Wang, Xianbing Zhao, Hao Chen

CoRR, 2023

FITNESS: A Causal De-correlation Approach for Mitigating Bias in Machine Learning Software.

Ying Xiao, Shangwen Wang, Sicen Liu, Dingyuan Xue, Xian Zhan, Yepang Liu

CoRR, 2023

TMMDA: A New Token Mixup Multimodal Data Augmentation for Multimodal Sentiment Analysis.

Xianbing Zhao, Yixin Chen, Sicen Liu, Xuan Zang, Yang Xiang, Buzhou Tang

Proceedings of the ACM Web Conference 2023, 2023

Drift: Fine-Grained Prediction of the Co-Evolution of Production and Test Code via Machine Learning.

Lei Liu, Sinan Wang, Yepang Liu, Jinliang Deng, Sicen Liu

Proceedings of the 14th Asia-Pacific Symposium on Internetware, 2023

2022

Multi-channel fusion LSTM for medical event prediction using EHRs.

Sicen Liu, Xiaolong Wang, Yang Xiang, Hui Xu, Hui Wang, Buzhou Tang

J. Biomed. Informatics, 2022

Two heads are better than one: Enhancing medical representations by pre-training over structured and unstructured electronic health records.

Sicen Liu, Xiaolong Wang, Yongshuai Hou, Ge Li, Hui Wang, Hui Xu, Yang Xiang, Buzhou Tang

CoRR, 2022

CATNet: Cross-event attention-based time-aware network for medical event prediction.

Sicen Liu, Xiaolong Wang, Yang Xiang, Hui Xu, Hui Wang, Buzhou Tang

Artif. Intell. Medicine, 2022

HMAI-BERT: Hierarchical Multimodal Alignment and Interaction Network-Enhanced BERT for Multimodal Sentiment Analysis.

Xianbing Zhao, Yixin Chen, Yiting Chen, Sicen Liu, Buzhou Tang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Chinese Spelling Text Generation of Mathematical Formulas.

Su Dong, Shan Liu, Sicen Liu, Buzhou Tang

Proceedings of the IEEE International Conference on Acoustics, 2022

2020

A hybrid method of recurrent neural network and graph neural network for next-period prescription prediction.

Sicen Liu, Tao Liu, Haoyang Ding, Buzhou Tang, Xiaolong Wang, Qingcai Chen, Jun Yan, Yi Zhou

Int. J. Mach. Learn. Cybern., 2020

2012

Ankle-angle analysis of drop-foot patients in walking with FES.

Ningjia Yang, Feng Duan, Sicen Liu, Lili Dai, Jeffrey Too Chuan Tan, Binbin Xu

Proceedings of the 2012 IEEE International Conference on Robotics and Biomimetics, 2012