Sicen Liu

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 17

Top Topics

Text Generation

Multimodal Data

Machine Learning

Sentiment Analysis

Top Venues

IEEE J. Biomed. Health Informatics

Artif. Intell. Medicine

Publications

Sicen Liu, Hao Chen
Knowledge Injected Multimodal Irregular EHRs Model for Medical Prediction. TAI4H (2024)
Ying Xiao, Jie M. Zhang, Yepang Liu, Mohammad Reza Mousavi, Sicen Liu, Dingyuan Xue
MirrorFair: Fixing Fairness Bugs in Machine Learning Software via Counterfactual Predictions. Proc. ACM Softw. Eng. 1 (FSE) (2024)
Ying Xiao, Shangwen Wang, Sicen Liu, Dingyuan Xue, Xian Zhan, Yepang Liu
FITNESS: A Causal De-correlation Approach for Mitigating Bias in Machine Learning Software. CoRR (2023)
Sicen Liu, Xiaolong Wang, Xianbing Zhao, Hao Chen
Medication Recommendation via Domain Knowledge Informed Deep Learning. CoRR (2023)
Xianbing Zhao, Yixin Chen, Sicen Liu, Xuan Zang, Yang Xiang, Buzhou Tang
TMMDA: A New Token Mixup Multimodal Data Augmentation for Multimodal Sentiment Analysis. WWW (2023)
Sicen Liu, Xiaolong Wang, Jingcheng Du, Yongshuai Hou, Xianbing Zhao, Hui Xu, Hui Wang, Yang Xiang, Buzhou Tang
SHAPE: A Sample-Adaptive Hierarchical Prediction Network for Medication Recommendation. IEEE J. Biomed. Health Informatics 27 (12) (2023)
Sicen Liu, Xiaolong Wang, Jingcheng Du, Yongshuai Hou, Xianbing Zhao, Hui Xu, Hui Wang, Yang Xiang, Buzhou Tang
SHAPE: A Sample-adaptive Hierarchical Prediction Network for Medication Recommendation. CoRR (2023)
Xianbing Zhao, Yinxin Chen, Sicen Liu, Buzhou Tang
Shared-Private Memory Networks For Multimodal Sentiment Analysis. IEEE Trans. Affect. Comput. 14 (4) (2023)
Sicen Liu, Xiaolong Wang, Yongshuai Hou, Ge Li, Hui Wang, Hui Xu, Yang Xiang, Buzhou Tang
Multimodal Data Matters: Language Model Pre-Training Over Structured and Unstructured Electronic Health Records. IEEE J. Biomed. Health Informatics 27 (1) (2023)
Lei Liu, Sinan Wang, Yepang Liu, Jinliang Deng, Sicen Liu
Drift: Fine-Grained Prediction of the Co-Evolution of Production and Test Code via Machine Learning. Internetware (2023)
Sicen Liu, Xiaolong Wang, Yang Xiang, Hui Xu, Hui Wang, Buzhou Tang
CATNet: Cross-event Attention-based Time-aware Network for Medical Event Prediction. CoRR (2022)
Sicen Liu, Xiaolong Wang, Yang Xiang, Hui Xu, Hui Wang, Buzhou Tang
Multi-channel fusion LSTM for medical event prediction using EHRs. J. Biomed. Informatics 127 (2022)
Su Dong, Shan Liu, Sicen Liu, Buzhou Tang
Chinese Spelling Text Generation of Mathematical Formulas. ICASSP (2022)
Sicen Liu, Xiaolong Wang, Yang Xiang, Hui Xu, Hui Wang, Buzhou Tang
CATNet: Cross-event attention-based time-aware network for medical event prediction. Artif. Intell. Medicine 134 (2022)
Xianbing Zhao, Yixin Chen, Yiting Chen, Sicen Liu, Buzhou Tang
HMAI-BERT: Hierarchical Multimodal Alignment and Interaction Network-Enhanced BERT for Multimodal Sentiment Analysis. ICME (2022)
Sicen Liu, Xiaolong Wang, Yongshuai Hou, Ge Li, Hui Wang, Hui Xu, Yang Xiang, Buzhou Tang
Two heads are better than one: Enhancing medical representations by pre-training over structured and unstructured electronic health records. CoRR (2022)
Sicen Liu, Tao Liu, Haoyang Ding, Buzhou Tang, Xiaolong Wang, Qingcai Chen, Jun Yan, Yi Zhou
A hybrid method of recurrent neural network and graph neural network for next-period prescription prediction. Int. J. Mach. Learn. Cybern. 11 (12) (2020)
Ningjia Yang, Feng Duan, Sicen Liu, Lili Dai, Jeffrey Too Chuan Tan, Binbin Xu
Ankle-angle analysis of drop-foot patients in walking with FES. ROBIO (2012)