Xiaoyan Cai

According to our database, Xiaoyan Cai authored at least 60 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

General2Specialized LLMs Translation for E-commerce.

Kaidi Chen, Ben Chen, Dehong Gao, Huangyu Dai, Wen Jiang, Wei Ning, Shanqing Yu, Libin Yang, Xiaoyan Cai

CoRR, 2024

2023

Learning to Summarize Chinese Radiology Findings With a Pre-Trained Encoder.

Zuowei Jiang, Xiaoyan Cai, Libin Yang, Dehong Gao, Wei Zhao, Junwei Han, Jun Liu, Dinggang Shen, Tianming Liu

IEEE Trans. Biomed. Eng., December, 2023

ChestXRayBERT: A Pretrained Language Model for Chest Radiology Report Summarization.

Xiaoyan Cai, Sen Liu, Junwei Han, Libin Yang, Zhenguo Liu, Tianming Liu

IEEE Trans. Multim., 2023

Holistic Evaluation of GPT-4V for Biomedical Imaging.

Zhengliang Liu, Hanqi Jiang, Tianyang Zhong, Zihao Wu, Chong Ma, Yiwei Li, Xiaowei Yu, Yutong Zhang, Yi Pan, Peng Shu, Yanjun Lyu, Lu Zhang, Junjie Yao, Peixin Dong, Chao Cao, Zhenxiang Xiao, Jiaqi Wang, Huan Zhao, Shaochen Xu, Yaonai Wei, Jingyuan Chen, Haixing Dai, Peilong Wang, Hao He, Zewei Wang, Xinyu Wang, Xu Zhang, Lin Zhao, Yiheng Liu, Kai Zhang, Liheng Yan, Lichao Sun, Jun Liu, Ning Qiang, Bao Ge, Xiaoyan Cai, Shijie Zhao, Xintao Hu, Yixuan Yuan, Gang Li, Shu Zhang, Xin Zhang, Xi Jiang, Tuo Zhang, Dinggang Shen, Quanzheng Li, Wei Liu, Xiang Li, Dajiang Zhu, Tianming Liu

CoRR, 2023

ChatRadio-Valuer: A Chat Large Language Model for Generalizable Radiology Report Generation Based on Multi-institution and Multi-system Data.

Tianyang Zhong, Wei Zhao, Yutong Zhang, Yi Pan, Peixin Dong, Zuowei Jiang, Xiaoyan Kui, Youlan Shang, Li Yang, Yaonai Wei, Longtao Yang, Hao Chen, Huan Zhao, Yuxiao Liu, Ning Zhu, Yiwei Li, Yisong Wang, Jiaqi Yao, Jiaqi Wang, Ying Zeng, Lei He, Chao Zheng, Zhixue Zhang, Ming Li, Zhengliang Liu, Haixing Dai, Zihao Wu, Lu Zhang, Shu Zhang, Xiaoyan Cai, Xintao Hu, Shijie Zhao, Xi Jiang, Xin Zhang, Xiang Li, Dajiang Zhu, Lei Guo, Dinggang Shen, Junwei Han, Tianming Liu, Jun Liu, Tuo Zhang

CoRR, 2023

Evaluating Large Language Models for Radiology Natural Language Processing.

Zhengliang Liu, Tianyang Zhong, Yiwei Li, Yutong Zhang, Yi Pan, Zihao Zhao, Peixin Dong, Chao Cao, Yuxiao Liu, Peng Shu, Yaonai Wei, Zihao Wu, Chong Ma, Jiaqi Wang, Sheng Wang, Mengyue Zhou, Zuowei Jiang, Chunlin Li, Jason Holmes, Shaochen Xu, Lu Zhang, Haixing Dai, Kai Zhang, Lin Zhao, Yuanhao Chen, Xu Liu, Peilong Wang, Pingkun Yan, Jun Liu, Bao Ge, Lichao Sun, Dajiang Zhu, Xiang Li, Wei Liu, Xiaoyan Cai, Xintao Hu, Xi Jiang, Shu Zhang, Xin Zhang, Tuo Zhang, Shijie Zhao, Quanzheng Li, Hongtu Zhu, Dinggang Shen, Tianming Liu

CoRR, 2023

ImpressionGPT: An Iterative Optimizing Framework for Radiology Report Summarization with ChatGPT.

Chong Ma, Zihao Wu, Jiaqi Wang, Shaochen Xu, Yaonai Wei, Zhengliang Liu, Lei Guo, Xiaoyan Cai, Shu Zhang, Tuo Zhang, Dajiang Zhu, Dinggang Shen, Tianming Liu, Xiang Li

CoRR, 2023

2022

StarSum: A Star Architecture Based Model for Extractive Summarization.

Kaile Shi, Xiaoyan Cai, Libin Yang, Jintao Zhao, Shirui Pan

IEEE ACM Trans. Audio Speech Lang. Process., 2022

COVIDSum: A linguistically enriched SciBERT-based summarization model for COVID-19 scientific papers.

Xiaoyan Cai, Sen Liu, Libin Yang, Yan Lu, Jintao Zhao, Dinggang Shen, Tianming Liu

J. Biomed. Informatics, 2022

A content-sensitive citation representation approach for citation recommendation.

Lantian Guo, Xiaoyan Cai, Haohua Qin, Fei Hao, Sensen Guo

J. Ambient Intell. Humaniz. Comput., 2022

HetTreeSum: A Heterogeneous Tree Structure-based Extractive Summarization Model for Scientific Papers.

Jintao Zhao, Libin Yang, Xiaoyan Cai

Expert Syst. Appl., 2022

Relation-aware Heterogeneous Graph Transformer based drug repurposing.

Xin Mei, Xiaoyan Cai, Libin Yang, Nanxin Wang

Expert Syst. Appl., 2022

Mutually reinforced network embedding: An integrated approach to research paper recommendation.

Xin Mei, Xiaoyan Cai, Sen Xu, Wenjie Li, Shirui Pan, Libin Yang

Expert Syst. Appl., 2022

SEASum: Syntax-Enriched Abstractive Summarization.

Sen Liu, Libin Yang, Xiaoyan Cai

Expert Syst. Appl., 2022

Safe medicine recommendation via star interactive enhanced-based transformer model.

Nanxin Wang, Xiaoyan Cai, Libin Yang, Xin Mei

Comput. Biol. Medicine, 2022

Global-local neighborhood based network representation for citation recommendation.

Xiaoyan Cai, Nanxin Wang, Libin Yang, Xin Mei

Appl. Intell., 2022

An Adaptive Logical Rule Embedding Model for Inductive Reasoning over Temporal Knowledge Graphs.

Xin Mei, Libin Yang, Xiaoyan Cai, Zuowei Jiang

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

HITS-based attentional neural model for abstractive summarization.

Xiaoyan Cai, Kaile Shi, Yuehan Jiang, Libin Yang, Sen Liu

Knowl. Based Syst., 2021

Graph transformer networks based text representation.

Xin Mei, Xiaoyan Cai, Libin Yang, Nanxin Wang

Neurocomputing, 2021

Analysis and Introduction of Graph Database.

Xianyu Meng, Xiaoyan Cai, Yanping Cui

Proceedings of the AIAM 2021: 3rd International Conference on Artificial Intelligence and Advanced Manufacture, Manchester, United Kingdom, October 23, 2021

2020

Measuring distance-based semantic similarity using meronymy and hyponymy relations.

Yuanyuan Cai, Shirui Pan, Ximeng Wang, Hongshu Chen, Xiaoyan Cai, Min Zuo

Neural Comput. Appl., 2020

A Tri-Attention Neural Network Model-BasedRecommendation.

Nanxin Wang, Libin Yang, Yu Zheng, Xiaoyan Cai, Xin Mei, Hang Dai

Complex., 2020

2019

Regularizing Output Distribution of Abstractive Chinese Social Media Text Summarization for Improved Semantic Consistency.

Bingzhen Wei, Xuancheng Ren, Yi Zhang, Xiaoyan Cai, Qi Su, Xu Sun

ACM Trans. Asian Low Resour. Lang. Inf. Process., 2019

Attention-Based Personalized Encoder-Decoder Model for Local Citation Recommendation.

Libin Yang, Zeqing Zhang, Xiaoyan Cai, Tao Dai

Comput. Intell. Neurosci., 2019

Citation Recommendation as Edge Prediction in Heterogeneous Bibliographic Network: A Network Representation Approach.

Libin Yang, Zeqing Zhang, Xiaoyan Cai, Lantian Guo

IEEE Access, 2019

Personalized QoS Prediction for Service Recommendation With a Service-Oriented Tensor Model.

Lantian Guo, Dejun Mu, Xiaoyan Cai, Gang Tian, Fei Hao

IEEE Access, 2019

Joint Model Feature Regression and Topic Learning for Global Citation Recommendation.

Tao Dai, Li Zhu, Yifan Wang, Hongfei Zhang, Xiaoyan Cai, Yu Zheng

IEEE Access, 2019

Bibliographic Network Representation Based Personalized Citation Recommendation.

Xiaoyan Cai, Yu Zheng, Libin Yang, Tao Dai, Lantian Guo

IEEE Access, 2019

Citation Recommendation with a Content-Sensitive DeepWalk Based Approach.

Lantian Guo, Xiaoyan Cai, Haohua Qin, Yangming Guo, Fei Li, Gang Tian

Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

2018

A Three-Layered Mutually Reinforced Model for Personalized Citation Recommendation.

Xiaoyan Cai, Junwei Han, Wenjie Li, Renxian Zhang, Shirui Pan, Libin Yang

IEEE Trans. Neural Networks Learn. Syst., 2018

Query-oriented citation recommendation based on network correlation.

Libin Yang, Yu Zheng, Xiaoyan Cai, Shirui Pan, Tao Dai

J. Intell. Fuzzy Syst., 2018

Explore semantic topics and author communities for citation recommendation in bipartite bibliographic network.

Tao Dai, Li Zhu, Xiaoyan Cai, Shirui Pan, Sheng Yuan

J. Ambient Intell. Humaniz. Comput., 2018

Heterogeneous Information Network Embedding based Personalized Query-Focused Astronomy Reference Paper Recommendation.

Xiaoyan Cai, Junwei Han, Shirui Pan, Libin Yang

Int. J. Comput. Intell. Syst., 2018

A LSTM Based Model for Personalized Context-Aware Citation Recommendation.

Libin Yang, Yu Zheng, Xiaoyan Cai, Hang Dai, Dejun Mu, Lantian Guo, Tao Dai

IEEE Access, 2018

Query-Focused Personalized Citation Recommendation With Mutually Reinforced Ranking.

Dejun Mu, Lantian Guo, Xiaoyan Cai, Fei Hao

IEEE Access, 2018

Expede Herculem: Learning Multi Labels From Single Label.

Dejun Mu, Junhong Duan, Xiaoyu Li, Hang Dai, Xiaoyan Cai, Lantian Guo

IEEE Access, 2018

CoDetect: Financial Fraud Detection With Anomaly Feature Detection.

Dongxu Huang, Dejun Mu, Libin Yang, Xiaoyan Cai

IEEE Access, 2018

Low-Rank and Sparse Matrix Factorization for Scientific Paper Recommendation in Heterogeneous Network.

Tao Dai, Tianyu Gao, Li Zhu, Xiaoyan Cai, Shirui Pan

IEEE Access, 2018

A Novel Personalized Citation Recommendation Approach Based on GAN.

Ye Zhang, Libin Yang, Xiaoyan Cai, Hang Dai

Proceedings of the Foundations of Intelligent Systems - 24th International Symposium, 2018

A Skeleton-Based Model for Promoting Coherence Among Sentences in Narrative Story Generation.

Jingjing Xu, Xuancheng Ren, Yi Zhang, Qi Zeng, Xiaoyan Cai, Xu Sun

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Generative Adversarial Network Based Heterogeneous Bibliographic Network Representation for Personalized Citation Recommendation.

Xiaoyan Cai, Junwei Han, Libin Yang

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Multi-document summarization based on sentence cluster using non-negative matrix factorization.

Libin Yang, Xiaoyan Cai, Shirui Pan, Hang Dai, Dejun Mu

J. Intell. Fuzzy Syst., 2017

Deep Stacking Networks for Low-Resource Chinese Word Segmentation with Transfer Learning.

Jingjing Xu, Xu Sun, Sujian Li, Xiaoyan Cai, Bingzhen Wei

CoRR, 2017

Exploiting Fine-Grained Co-Authorship for Personalized Citation Recommendation.

Lantian Guo, Xiaoyan Cai, Fei Hao, Dejun Mu, Changjian Fang, Libin Yang

IEEE Access, 2017

Transfer Deep Learning for Low-Resource Chinese Word Segmentation with a Novel Neural Network.

Jingjing Xu, Shuming Ma, Yi Zhang, Bingzhen Wei, Xiaoyan Cai, Xu Sun

Proceedings of the Natural Language Processing and Chinese Computing, 2017

2016

Classifying networked text data with positive and unlabeled examples.

Mei Li, Shirui Pan, Yang Zhang, Xiaoyan Cai

Pattern Recognit. Lett., 2016

Double-Hypergraph Based Sentence Ranking for Query-Focused Multi-document Summarizaton.

Xiaoyan Cai, Junwei Han, Lei Guo, Libin Yang

Proceedings of the 2016 IEEE/WIC/ACM International Conference on Web Intelligence, 2016

2014

Sequential Summarization: A Full View of Twitter Trending Topics.

Dehong Gao, Wenjie Li, Xiaoyan Cai, Renxian Zhang, Ouyang You

IEEE ACM Trans. Audio Speech Lang. Process., 2014

Enhancing sentence-level clustering with ranking-based clustering framework for theme-based summarization.

Libin Yang, Xiaoyan Cai, Yang Zhang, Peng Shi

Inf. Sci., 2014

Enhancing diversity and coverage of document summaries through subspace clustering and clustering-based optimization.

Xiaoyan Cai, Wenjie Li, Renxian Zhang

Inf. Sci., 2014

2013

Combining co-clustering with noise detection for theme-based summarization.

Xiaoyan Cai, Wenjie Li, Renxian Zhang

ACM Trans. Speech Lang. Process., 2013

Ranking Through Clustering: An Integrated Approach to Multi-Document Summarization.

Xiaoyan Cai, Wenjie Li

IEEE Trans. Speech Audio Process., 2013

2012

Mutually Reinforced Manifold-Ranking Based Relevance Propagation Model for Query-Focused Multi-Document Summarization.

Xiaoyan Cai, Wenjie Li

IEEE Trans. Speech Audio Process., 2012

2011

Enhancing sentence-level clustering with integrated and interactive frameworks for theme-based summarization.

Xiaoyan Cai, Wenjie Li

J. Assoc. Inf. Sci. Technol., 2011

A spectral analysis approach to document summarization: Clustering and ranking sentences simultaneously.

Xiaoyan Cai, Wenjie Li

Inf. Sci., 2011

Requirement-Based Query and Update Scheduling in Real-Time Data Warehouses.

Fangling Leng, Yubin Bao, Ge Yu, Jingang Shi, Xiaoyan Cai

Proceedings of the Web-Age Information Management - 12th International Conference, 2011

Simultaneous Clustering and Noise Detection for Theme-based Summarization.

Xiaoyan Cai, Renxian Zhang, Dehong Gao, Wenjie Li

Proceedings of the Fifth International Joint Conference on Natural Language Processing, 2011

Structure Preserving Mesh Parameterization.

Zizhao Wu, Xiaoyan Cai, Xinguo Liu

Proceedings of the 12th International Conference on Computer-Aided Design and Computer Graphics, 2011

2010

A Context-Sensitive Manifold Ranking Approach to Query-Focused Multi-document Summarization.

Xiaoyan Cai, Wenjie Li

Proceedings of the PRICAI 2010: Trends in Artificial Intelligence, 2010

Simultaneous Ranking and Clustering of Sentences: A Reinforcement Approach to Multi-Document Summarization.

Xiaoyan Cai, Wenjie Li, Ouyang You, Hong Yan

Proceedings of the COLING 2010, 2010