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2020 – today
- 2024
[j7]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): 2121-2143 (2024)- [c6]Sicen Liu, Hao Chen:
Knowledge Injected Multimodal Irregular EHRs Model for Medical Prediction. TAI4H 2024: 25-39 - [i6]Junlin Hou, Sicen Liu, Yequan Bie, Hongmei Wang, Andong Tan, Luyang Luo, Hao Chen:
Self-eXplainable AI for Medical Image Analysis: A Survey and New Outlooks. CoRR abs/2410.02331 (2024) - 2023
- [j6]Xianbing Zhao, Yinxin Chen, Sicen Liu, Buzhou Tang:
Shared-Private Memory Networks For Multimodal Sentiment Analysis. IEEE Trans. Affect. Comput. 14(4): 2889-2900 (2023) - [j5]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): 504-514 (2023) - [j4]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): 6018-6028 (2023) - [c5]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: 227-237 - [c4]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: 1714-1722 - [i5]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 abs/2305.14396 (2023) - [i4]Sicen Liu, Xiaolong Wang, Xianbing Zhao, Hao Chen:
Medication Recommendation via Domain Knowledge Informed Deep Learning. CoRR abs/2305.19604 (2023) - [i3]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 abs/2309.05675 (2023) - 2022
- [j3]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: 102440 (2022) - [j2]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: 104011 (2022) - [c3]Su Dong, Shan Liu, Sicen Liu, Buzhou Tang:
Chinese Spelling Text Generation of Mathematical Formulas. ICASSP 2022: 7127-7131 - [c2]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: 1-6 - [i2]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 abs/2201.10113 (2022) - [i1]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 abs/2204.13847 (2022) - 2020
- [j1]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): 2849-2856 (2020)
2010 – 2019
- 2012
- [c1]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: 831-836
Coauthor Index
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