Yang Xiang

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 53

Top Topics

Text Generation

Question Answering

Top Venues

J. Am. Medical Informatics Assoc.

J. Biomed. Informatics

Publications

Tiantian Zhu, Yang Qin, Ming Feng, Qingcai Chen, Baotian Hu, Yang Xiang
BioPRO: Context-Infused Prompt Learning for Biomedical Entity Linking. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Jianping He, Fang Li, Jianfu Li, Xinyue Hu, Yi Nian, Yang Xiang, Jingqi Wang, Qiang Wei, Yiming Li, Hua Xu, Cui Tao
Prompt Tuning in Biomedical Relation Extraction. J. Heal. Informatics Res. 8 (2) (2024)
Xutao Guo, Yang Xiang, Yanwu Yang, Chenfei Ye, Yue Yu, Heather Ting Ma
Accelerating denoising diffusion probabilistic model via truncated inverse processes for medical image segmentation. Comput. Biol. Medicine 180 (2024)
Yanwu Yang, Chenfei Ye, Xutao Guo, Tao Wu, Yang Xiang, Heather Ting Ma
Mapping Multi-Modal Brain Connectome for Brain Disorder Diagnosis via Cross-Modal Mutual Learning. IEEE Trans. Medical Imaging 43 (1) (2024)
Xianjie Mo, Yang Xiang, Youcheng Pan, Yongshuai Hou, Ping Luo
MGCoT: Multi-Grained Contextual Transformer for table-based text generation. Expert Syst. Appl. 250 (2024)
Shuoran Jiang, Qingcai Chen, Yang Xiang, Youcheng Pan, Yukang Lin
Linguistic Rule Induction Improves Adversarial and OOD Robustness in Large Language Models. LREC/COLING (2024)
Shuoran Jiang, Qingcai Chen, Youcheng Pan, Yang Xiang, Yukang Lin, Xiangping Wu, Chuanyi Liu, Xiaobao Song
ZO-AdaMU Optimizer: Adapting Perturbation by the Momentum and Uncertainty in Zeroth-Order Optimization. AAAI (2024)
Shuoran Jiang, Qingcai Chen, Yang Xiang, Youcheng Pan, Xiangping Wu
BaSFormer: A Balanced Sparsity Regularized Attention Network for Transformer. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Meng Zhang, Madhuri Sankaranarayanapillai, Jingcheng Du, Yang Xiang, Frank J. Manion, Marcelline R. Harris, Cooper Stansbury, Huy Anh Pham, Cui Tao
Machine learning-based donor permission extraction from informed consent documents. BMC Bioinform. 24 (1) (2023)
Yanwu Yang, Hairui Chen, Zhikai Chang, Yang Xiang, Chenfei Ye, Heather Ting Ma
Incomplete learning of multi-modal connectome for brain disorder diagnosis via modal-mixup and deep supervision. MIDL (2023)
Yanwu Yang, Guoqing Cai, Chenfei Ye, Yang Xiang, Ting Ma
Tensor-based Complex-valued Graph Neural Network for Dynamic Coupling Multimodal brain Networks. ICASSP (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, 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)
Shuoran Jiang, Qingcai Chen, Yang Xiang, Youcheng Pan, Xiangping Wu
Confounder Balancing in Adversarial Domain Adaptation for Pre-Trained Large Models Fine-Tuning. CoRR (2023)
Tiantian Zhu, Yang Xiang, Qingcai Chen, Yang Qin, Baotian Hu, Wentai Zhang
Fine-grained biomedical knowledge negation detection via contrastive learning. Knowl. Based Syst. 272 (2023)
Shuoran Jiang, Qingcai Chen, Youcheng Pan, Yang Xiang, Yukang Lin, Xiangping Wu, Chuanyi Liu, Xiaobao Song
ZO-AdaMU Optimizer: Adapting Perturbation by the Momentum and Uncertainty in Zeroth-order Optimization. CoRR (2023)
Xutao Guo, Yanwu Yang, Chenfei Ye, Shang Lu, Bo Peng, Hua Huang, Yang Xiang, Ting Ma
Accelerating Diffusion Models Via Pre-Segmentation Diffusion Sampling for Medical Image Segmentation. ISBI (2023)
Yanwu Yang, Xutao Guo, Chenfei Ye, Yang Xiang, Ting Ma
CReg-KD: Model refinement via confidence regularized knowledge distillation for brain imaging. Medical Image Anal. 89 (2023)
Ying Xiong, Xin Yang, Linjing Liu, Ka-Chun Wong, Qingcai Chen, Yang Xiang, Buzhou Tang
EARA: Improving Biomedical Semantic Textual Similarity with Entity-Aligned Attention and Retrieval Augmentation. EMNLP (Findings) (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)
Hao Peng, Ying Xiong, Yang Xiang, Hui Wang, Hui Xu, Buzhou Tang
Biomedical named entity normalization via interaction-based synonym marginalization. J. Biomed. Informatics 136 (2022)
Evan Yu, Cui Tao, Jingcheng Du, Degui Zhi, Yang Xiang, Kayo Fujimoto, Xi Luo, John A. Schneider
Combining Transfer Learning with Graph Attention Models for HIV Risk Prediction. AMIA (2022)
Ying Xiong, Hao Peng, Yang Xiang, Ka-Chun Wong, Qingcai Chen, Jun Yan, Buzhou Tang
Leveraging Multi-source knowledge for Chinese clinical named entity recognition via relational graph convolutional network. J. Biomed. Informatics 128 (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)
Tiantian Zhu, Yang Qin, Qingcai Chen, Baotian Hu, Yang Xiang
Enhancing Entity Representations with Prompt Learning for Biomedical Entity Linking. IJCAI (2022)
Jianping He, Fang Li, Xinyue Hu, Jianfu Li, Yi Nian, Jingqi Wang, Yang Xiang, Qiang Wei, Hua Xu, Cui Tao
Chemical-Protein Relation Extraction with Pre-trained Prompt Tuning. ICHI (2022)
Ziyi Liu, Jiaqi Zhang, Yongshuai Hou, Xinran Zhang, Ge Li, Yang Xiang
Machine Learning for Multimodal Electronic Health Records-based Research: Challenges and Perspectives. CoRR (2021)
Tiantian Zhu, Yang Qin, Yang Xiang, Baotian Hu, Qingcai Chen, Weihua Peng
Distantly supervised biomedical relation extraction using piecewise attentive convolutional neural network and reinforcement learning. J. Am. Medical Informatics Assoc. 28 (12) (2021)
Jingcheng Du, Qing Wang, Jingqi Wang, Prerana Ramesh, Yang Xiang, Xiaoqian Jiang, Cui Tao
COVID-19 trial graph: a linked graph for COVID-19 clinical trials. J. Am. Medical Informatics Assoc. 28 (9) (2021)
Laila Rasmy, Yang Xiang, Ziqian Xie, Cui Tao, Degui Zhi
Med-BERT: pretrained contextualized embeddings on large-scale structured electronic health records for disease prediction. npj Digit. Medicine 4 (2021)
Kai Chen, Fayuan Li, Baotian Hu, Weihua Peng, Qingcai Chen, Hong Yu, Yang Xiang
Neural data-to-text generation with dynamic content planning. Knowl. Based Syst. 215 (2021)
Jingcheng Du, Yang Xiang, Madhuri Sankaranarayanapillai, Meng Zhang, Jingqi Wang, Yuqi Si, Huy Anh Pham, Hua Xu, Yong Chen, Cui Tao
Extracting postmarketing adverse events from safety reports in the vaccine adverse event reporting system (VAERS) using deep learning. J. Am. Medical Informatics Assoc. 28 (7) (2021)
Lei Pan, Chengxun He, Yang Xiang, Le Sun
Multiscale Adjacent Superpixel-Based Extended Multi-Attribute Profiles Embedded Multiple Kernel Learning Method for Hyperspectral Classification. Remote. Sens. 13 (1) (2021)
Qiang Wei, Zongcheng Ji, Zhiheng Li, Jingcheng Du, Jingqi Wang, Jun Xu, Yang Xiang, Firat Tiryaki, Stephen Wu, Yaoyun Zhang, Cui Tao, Hua Xu
A study of deep learning approaches for medication and adverse drug event extraction from clinical text. J. Am. Medical Informatics Assoc. 27 (1) (2020)
Stephen Wu, Kirk Roberts, Surabhi Datta, Jingcheng Du, Zongcheng Ji, Yuqi Si, Sarvesh Soni, Qiong Wang, Qiang Wei, Yang Xiang, Bo Zhao, Hua Xu
Deep learning in clinical natural language processing: a methodical review. J. Am. Medical Informatics Assoc. 27 (3) (2020)
Fang Li, Jingcheng Du, Yongqun He, Hsing-yi Song, Mohcine Madkour, Guozheng Rao, Yang Xiang, Yi Luo, Henry W. Chen, Sijia Liu, Liwei Wang, Hongfang Liu, Hua Xu, Cui Tao
Time event ontology (TEO): to support semantic representation and reasoning of complex temporal relations of clinical events. J. Am. Medical Informatics Assoc. 27 (7) (2020)
Youcheng Pan, Baotian Hu, Qingcai Chen, Yang Xiang, Xiaolong Wang
Learning to Generate Diverse Questions from Keywords. ICASSP (2020)
Fang Li, Guozheng Rao, Jingcheng Du, Yang Xiang, Yaoyun Zhang, Salih Selek, Jane Elizabeth Hamilton, Hua Xu, Cui Tao
Ontological representation-oriented term normalization and standardization of the Research Domain Criteria. Health Informatics J. 26 (2) (2020)
Jingcheng Du, Qingyu Chen, Yifan Peng, Yang Xiang, Cui Tao, Zhiyong Lu
ML-Net: multi-label classification of biomedical texts with deep neural networks. J. Am. Medical Informatics Assoc. 26 (11) (2019)
Fang Li, Mingqiang Wang, Huy Anh Pham, Yang Xiang, Muhammad Tuan Amith, Cui Tao, Jingcheng Du, Guozheng Rao
Systematic Design of Drug Repurposing-Oriented Alzheimer's Disease Ontology. ICHI (2019)
Jingcheng Du, Rachel Cunningham, Yang Xiang, Fang Li, Yuxi Jia, Julie A. Boom, Sahiti Myneni, Jiang Bian, Chongliang Luo, Yong Chen, Cui Tao
Leveraging deep learning to understand health beliefs about the Human Papillomavirus Vaccine from social media. npj Digit. Medicine 2 (2019)
Yang Xiang, Jun Xu, Jingcheng Du, Degui Zhi, Cui Tao
Asthma Onset Prediction Using Structured EMR Data. AMIA (2018)
Jingcheng Du, Qingyu Chen, Yifan Peng, Yang Xiang, Cui Tao, Zhiyong Lu
ML-Net: multi-label classification of biomedical texts with deep neural networks. CoRR (2018)
Jingcheng Du, Fang Li, Yuxi Jia, Yang Xiang, Lu Tang, Sahiti Myneni, Cui Tao
Mining Human Papillomavirus Vaccination Health Beliefs from Twitter Using Attentive Recurrent Neural Network. AMIA (2018)
Fang Li, Guozheng Rao, Jingcheng Du, Yang Xiang, Yaoyun Zhang, Salih Selek, Jane Elizabeth Hamilton, Hua Xu, Cui Tao
Term Standardization and Normalization for Research Domain Criteria (RDoC). ICHI Workshops (2018)
Yang Xiang, Qingcai Chen, Xiaolong Wang, Yang Qin
Answer Selection in Community Question Answering via Attentive Neural Networks. IEEE Signal Process. Lett. 24 (4) (2017)
Zhihui Zheng, Daohe Lu, Qingcai Chen, Haijun Yang, Yang Xiang, Youcheng Pan, Wei Zhong
Answer Selection in Community Question Answering by Normalizing Support Answers. NLPCC (2017)
Yongshuai Hou, Yang Xiang, Buzhou Tang, Qingcai Chen, Xiaolong Wang, Fangze Zhu
Identifying High Quality Document-Summary Pairs through Text Matching. Inf. 8 (2) (2017)
Yang Xiang, Xiaoqiang Zhou, Qingcai Chen, Zhihui Zheng, Buzhou Tang, Xiaolong Wang, Yang Qin
Incorporating Label Dependency for Answer Quality Tagging in Community Question Answering via CNN-LSTM-CRF. COLING (2016)
Yang Xiang, Qingcai Chen, Xiaolong Wang, Yang Qin
Distant Supervision for Relation Extraction with Ranking-Based Methods . Entropy 18 (6) (2016)
Xiaoqiang Zhou, Baotian Hu, Jiaxin Lin, Yang Xiang, Xiaolong Wang
ICRC-HIT: A Deep Learning based Comment Sequence Labeling System for Answer Selection Challenge. SemEval@NAACL-HLT (2015)
Yang Xiang, Xiaolong Wang, Wenying Han, Qinghua Hong
Chinese Grammatical Error Diagnosis Using Ensemble Learning. NLP-TEA@ACL/IJCNLP (2015)
Yang Xiang, Xiaolong Wang, Yaoyun Zhang, Yang Qin, Shixi Fan
Distant Supervision for Relation Extraction via Group Selection. ICONIP (2) (2015)
Yang Xiang, Yaoyun Zhang, Xiaoqiang Zhou, Xiaolong Wang, Yang Qin
Problematic Situation Analysis and Automatic Recognition for Chinese Online Conversational System. CIPS-SIGHAN (2014)
Zengjian Liu, Xiaolong Wang, Qingcai Chen, Yaoyun Zhang, Yang Xiang
A Chinese question answering system based on web search. ICMLC (2014)
Yang Xiang, Yaoyun Zhang, Xiaolong Wang, Chongqiang Wei, Wen Zheng, Xiaoqiang Zhou, Yuxiu Hu, Yang Qin
Grammatical Error Correction Using Feature Selection and Confidence Tuning. IJCNLP (2013)
Yang Xiang, Bo Yuan, Yaoyun Zhang, Xiaolong Wang, Wen Zheng, Chongqiang Wei
A Hybrid Model For Grammatical Error Correction. CoNLL Shared Task (2013)
Bo Yuan, Qingcai Chen, Yang Xiang, Xiaolong Wang, Liping Ge, Zengjian Liu, Meng Liao, Xianbo Si
A Mixed Deterministic Model for Coreference Resolution. EMNLP-CoNLL Shared Task (2012)