近期论文
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会议论文选摘
Tiantian Zhu, Yang Qin, Qingcai Chen*, Baotian Hu and Yang Xiang*. Enhancing Entity Representations with Prompt Learning for Biomedical Entity Linking. IJCAI 2022（CCF-A）
Dongfang Li, Baotian Hu, Qingcai Chen*, et al. "Unifying Model Explainability and Robustness for Joint Text Classification and Rationale Extraction", In AAAI Conference on Artificial Intelligence (AAAI) , 2022. (CCF A)
Junying Chen, Dongfang Li, Qingcai Chen*, Wenxiu Zhou, and Xin Liu. "Diaformer: Automatic Diagnosis via Symptoms Sequence Generation." Proceedings of AAAI. 2022. (AAAI,CCF-A)
Xin Liu, Qingcai Chen*, Junying Chen, Wenxiu Zhou, Tingyu Liu, Xinlan Yang, Weihua Peng: Leveraging Capsule Routing to Associate Knowledge with Medical Literature Hierarchically. EMNLP 2021: 3518-3532
Shuoran Jiang, Qingcai Chen*, Xin Liu, Baotian Hu, Lisai Zhang, Multi-hop Graph Convolutional Network with High-order Chebyshev Approximation for Text Reasoning, ACL-IJCNLP 2021
Kai Chen, Guanyu Fu, Qingcai Chen*, Baotian Hu. A Large-Scale Chinese Long-text Extractive Summarization Corpus. //[C] 2021 IEEE International Conference on Acoustics, Speech and Signal Processing. 2021. CCF B
Meng Niu, Kai Chen, Qingcai Chen*, Lufeng Yang. HCAG: A Hierarchical Context-Aware Graph Attention Model For Depression Detection. //[C] 2021 IEEE International Conference on Acoustics, Speech and Signal Processing. 2021. CCF B
Lisai Zhang, Qingcai Chen*, Joanna Siebert, Buzhou Tang. Semi-supervised Visual Feature Integration for Language Models through Sentence Visualization. ICMI 2021: 682-686(CCF-C)
Xiangping Wu, Qingcai Chen*, Wei Li, Yulun Xiao, Baotian Hu. 2020. AdaHGNN: Adaptive Hypergraph Neural Networks for MultiLabel Image Classification. In Proceedings of the 28th ACM International Conference on Multimedia (MM ’20), 2020
Lisai Zhang, Qingcai Chen*, Baotian Hu, Shuoran Jiang. 2020. Text-Guided Neural Image Inpainting. In Proceedings of the 28th ACM International Conference on Multimedia (MM ’20), 2020
Dongfang Li, Baotian Hu,Qingcai Chen*, Weihua Peng, Anqi Wang. Towards Medical Machine Reading Comprehension with Structural Knowledge and Plain Text. EMNLP 2020
Pan Y, Hu B, Chen Q, et al. Learning to Generate Diverse Questions from Keywords[C]//ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2020.
Pan Y, Chen Q, Peng W, et al. MedWriter: Knowledge-Aware Medical Text Generation[C]//Proceedings of the 28th International Conference on Computational Linguistics. 2020.
Feng Y, Fu G, Chen Q*, et al. SED-MDD: Towards Sentence Dependent End-to-end Mispronunciation Detection and Diagnosis[C]//ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2020.
Liu, Xin. Chen, Qingcai*. Deng, Chong. Zeng, Huajun. Chen, Jing. Li, Dongfang. Tang, Buzhou. LCQMC: A Large-scale Chinese Question Matching Corpus. COLING 2018.
Chen, Jing. Chen, Qingcai*. Liu, Xin. Yang, Haijun. Lu, Daohe. Tang, Buzhou. The BQ Corpus: A Large-scale Domain-specific Chinese Corpus For Sentence Semantic Equivalence Identification. EMNLP 2018.
Li, Haodi. Chen, Qingcai*. Tang, Buzhou. Wang, Xiaolong. Chemical-induced disease extraction via convolutional neural networks with attention. Bioinformatics and Biomedicine (BIBM), 2017
Baotian Hu, Qingcai Chen*, Fangze Zhu. LCSTS: A Large Scale Chinese Short Text Summarization Dataset [C]. EMNLP 2015
Xiaoqiang Zhou, Baotian Hu, Qingcai Chen*, Xiaolong Wang. Answer Sequence learning with Neural Networks for Answer Selection in Community Question Answering. In ACL-IJCNLP 2015.
Baotian Hu, Zhengdong Lu, Hang Li, Qingcai Chen*, Convolutional Neural Network Architectures for Matching Natural Language Sentences, NIPS 2014, Dec.11, 2014
Dandan Wang, Qingcai Chen*, Xiaolong Wang, Bingyang Yu. Automatic Corpora Construction for Text Classification. IJCNLP2013, Nagoya, Japan, 14-18 October 2013.
Liu S, Chen Q, Guan S, et al. Mining Recipes in Microblog[C]//Asian Language Processing (IALP), 2013 International Conference on. IEEE, 2013: 29-32.
Shusen Zhou, Qingcai Chen*, and Xiaolong Wang. Active Deep Networks for Semi-Supervised Sentiment Classification, COLING 2010, August 23-27, Beijing, China, 2010 (EI)
Shusen Zhou, Qingcai Chen* and Xiaolong Wang. HIT-OR3C: A Opening Recognition Corpus for Chinese Characters, June 9-11, 2010, Boston, MA, USA, 2010 (EI)
Shusen Zhou, Qingcai Chen*, and Xiaolong Wang. Deep Quantum Networks for Classification. ICPR 2010. August 23-26, 2010, Istanbul, Turkey, 2010 (EI)
Jun Xu, Qing-Cai Chen, Xiao-LongWang, Zhong-Yu Wei. One-Class Classification Models For Financial Industry Information Recommendation, ICMLC 2010, Qingdao, China, 2010 (EI)
Bo Yuan, Qingcai Chen, Xiaolong Wang, Liwei Han. Extracting Event Temporal Information based on Web, 2009 Second International Symposium on Knowledge Acquisition and Modeling, Nov 30-Dec 01,2009, pp.346-350, Wuhan, China (EI)
Bo Yuan, Qing-cai Chen*, Xiao-long Wang, Li-bo Liu. Semantic Annotation Based Financial Web Information Reorganization, IWWIP 2010, Qingdao, China, 2010 (EI)
Hongzhi Guo, Qingcai Chen, Xiaolong Wang, Zhiyong Wang, Yonghui Wu. STRank: A SiteRank Algorithm using Semantic Relevance and Time Frequency, In Proceeding of the 2009 IEEE International Conference on Systems Man and Cybernetics (SMC 2009), October 11-14, 2009, San Antonio, Texas, USA, 2009 (EI)
Hongzhi Guo, Qingcai Chen, Lei Cui, Xiaolong Wang. An Interactive Semantic Knowledge Base Unifying Wikipedia and HowNet, In Proceeding of the Seventh International Conference on Information, Communications and Signal Processing 2009, December 8-10, 2009, Macau, China, 2009 (EI)
Yang, Xiaohong, Qingcai Chen, Shusen Zhou, and Xiaolong Wang. "Deep belief networks for automatic music genre classification." In Twelfth Annual Conference of InterSpeech. 2011.
Chen Qingcai, Shusen Zhou, Dandan Wang, and Xiaohong Yang. "Adaptive Filter Based Prosody Modification Approach." In Ninth Annual Conference of InterSpeech. 2008.
部分期刊论文
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. JAMIA. 2021
Dongfang Li; Ying Xiong; Baotian Hu*; Buzhong Tang; Weihua Peng; Qingcai Chen*. Drug knowledge discovery via multi-task learning and pre-trained models. BMC Medical Informatics And Decision Making 2021.11(21:9). IF=2.796(JCR3,中科院4区)
Yanghua Fan ; Dongfang Li; Yifan Liu; Ming Feng; Qingcai Chen*; Renzhi Wang*， Toward better prediction of recurrence for Cushing’s Disease: a factorization-machine based neural approach， International Journal of Machine Learning and Cybernetics. JCR Q2，SEP 2020/ IF=3.375,中科院3区,SCIE. DOI: 10.1007/s13042-020-01192-6.
Xin Liu, Qingcai Chen*, Yan Liu, Baotian Hu, Joanna Siebert, XiangpingWu, Buzhou Tang.. Decomposing Word Embedding with the Cap-sule Network. Knowledge-based Systems(KBS)， 2020.（JCR Q1，中科院1 区，SCI 录用，IF=5.921）
Dongfang Li, Baotian Hu, Qingcai Chen*, Xiao Wang, Quanchang Qi, Liubin Wang, Haishan Liu. Attentive capsule network for click-through rate and conversion rate prediction in online advertising. Knowledge-Based Systems. 2020. SCI,IF=5.921(中科院二区)
Xiangping Wu, Qingcai Chen*, Yulun Xiao, Wei Li, Xin Liu, and Baotian Hu. LCSegNet: An Efficient Semantic Segmentation Network for Large-Scale Complex Chinese Character Recognition . IEEE Transactions on Multimedia. JCR一区，中科院一区, IF score：6.051，2020.09（1520-9210/ 1-1）
Xin Liu, Qingcai Chen*, Xiangping Wu, Yang Hua, Jing Chen, Dongfang Li, Buzhou Tang, Xiaolong Wang. Gated Semantic Difference based Sentence Semantic Equivalence Identification. IEEE Transactions on Audio, Speech and Language Processing. CCF B类. JCR-Q2， IF score： 3.398
Jun Zhang, Qingcai Chen, Bin Liu*. iDRBP_MMC: identifying DNA-binding proteins and RNA-binding proteins by using multi-label learning model and motif-based convolutional neural network. Journal of Molecular Biology, doi: 10.1016/j.jmb.2020.09.008. (IF: 4.76，Top期刊，中科院二区)
Jun Zhang, Qingcai Chen and Bin Liu*. NCBRPred: predicting nucleic acid binding residues in proteins based on multilabel learning. Briefings in Bioinformatics.(Accepted, 中科院一区，JCR一区，影响因子：8.99）
Liu, Xin; Hu, Baotian; Chen, Qingcai; Wu, Xiangping; You, Jinghan, Stroke Sequence-Dependent Deep Convolutional Neural Network for Online Handwritten Chinese Character Recognition. TNNLS 2019 , DOI: 10.1109/TNNLS.2019.2956965, (SCI, JCR1, IF 11.68).
Ying Xiong, Xue Shi, Shuai Chen, Dehuan Jiang, Buzhou Tang, Xiaolong Wang, Qingcai Chen, Jun Yan, Cohort selection for clinical trials using hierarchical neural network, Journal of the American Medical Informatics Association, Volume 26, Issue 11, November 2019, Pages 1203–1208, https://doi.org/10.1093/jamia/ocz099 （SCI，JCR 1区，IF=4.2）
J. Zhang, Q. Chen and B. Liu, "DeepDRBP-2L: a new genome annotation predictor for identifying DNA binding proteins and RNA binding proteins using Convolutional Neural Network and Long Short-Term Memory," in IEEE/ACM Transactions on Computational Biology and Bioinformatics, doi: 10.1109/TCBB.2019.2952338.(SCI，JCR3区，IF=2.896)
Li Haodi. Chen, Qingcai. Tang, Buzhou. Wang, Xiaolong. Xu, Hua. Wang, Baohua. Huang, Dong. CNN-based ranking for biomedical entity normalization. BMC bioinformatics. 2017.vol.18.
Li, Haodi. Yang, Ming. Chen, Qingcai*. Tang, Buzhou. Wang, Xiaolong. Yan, Jun. Chemical-induced disease extraction via recurrent piecewise convolutional neural networks. BMC Medical Informatics and Decision Making. 2018.vol.18
Zhou, Xiaoqiang. Hu, Baotian. Chen, Qingcai*. Wang, Xiaolong. Recurrent convolutional neural network for answer selection in community question answering, Neurocomputing 2018, vol. 274:8-18 (SCI, JCR I)
Qingcai Chen, Haodi Li, Buzhou Tang, Xiaolong Wang, Xin Liu, Zengjian Liu, Shu Liu, Weida Wang, Qiwen Deng, Suisong Zhu, Yangxin Chen, Jingfeng Wang. An automatic risk factor identification system for heart disease in clinical texts over time. Journal of Biomedical Informatics. 2015. doi:10.1016/j.jbi.2015.09.002 (SCI, IF: 3.398).
Shengyu Liu, Buzhou Tang, Qingcai Chen, Xialong Wang, Xiaoming Fan. Feature Engineering for Drug Name Recognition in Biomedical Texts: Feature Conjunction and Feature Selection. Computational and Mathematical Methods in Medicine. Volume 2015, dio:10.1155/2015/913489. 2015. (SCI, IF: 0.756).
Shengyu Liu, Buzhou Tang, Qingcai Chen*, Xiaolong Wang. Drug-drug Interaction Extraction via Convolutional Neural Networks. Computational and Mathematical Methods in Medicine. Volume 2016, 10.1155/2016/6918381. 2016 (SCI, IF: 0.756)
Hu B, Tang B, Chen Q*, et al. A Novel Word Embedding Learning Model Using the Dissociation between Nouns and Verbs [J]. Neurocomputing, 2015.(SCI, JCR I)
Liu S, Tang B, Chen Q*, et al. Feature Engineering for Drug Name Recognition in Biomedical Texts: Feature Conjunction and Feature Selection[J]. Computational and mathematical methods in medicine, 2015.
Buzhou Tang, Hongxin Cao, Xiaolong Wang, Qingcai Chen, Hua Xu. Evaluating Word Representation Features in Biomedical Named Entity Recognition Tasks. Biomed Research International, 2015, SCI
Shusen Zhou, Qingcai Chen, and Xiaolong Wang. Active deep learning method for semi-supervised sentiment classification. Neurocomputing. 2014.05.05, Vol. 131, 312–322. SCI: 2.005
Shusen Zhou, Qingcai Chen, and Xiaolong Wang. Active Semi-Supervised Learning Method with Hybrid Deep Belief Networks. PLOS ONE. 2014.09, Vol.9(No.9), SCI: 3.534
Hongzhi. Guo, Qincai Chen*, Lei Cui, Xiaolong Wang. Tolerance Rough Set Based Attribute Extraction Approach for Multiple Semantic Knowledge Base Integration, International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems,19(4), 2011(SCI,IF:1.147)
Shusen Zhou*, Qingcai Chen, and Xiaolong Wang. Convolutional Deep Networks for Visual Data Classification, Neural Processing Letters (NEPL), 2013, Vol.38(1), pp 17-27 (SCI, IF: 0.75)
Shusen Zhou, Qingcai Chen*, and Xiaolong Wang. Handwritten ChineseText Editing and Recognition System, Multimedia Tools and Applications (MTA), 2014, Vol.71 (3), pp.1363-1380 (SCI, IF: 0.617)
Yan Liu, Shusen Zhou, Qingcai Chen*. Discriminative deep belief networks for visual data classification, Pattern Recognition, 2010 (SCI, IF:3.0)
Qingcai Chen*, Xialong Wang, Pengfei Su, Yi Yao. Auto adapted English Pronunciation Evaluation: A Fuzzy Integral Approach, IJPRAI, 22(1), 153-168 (SCI, IF: 0.6)
Xianjun Meng*, Qingcai Chen, Xiaolong Wang. Contextual Frequent Words Mining for Chinese Text Clustering. International Journal of Computer Sciences and Engineering Systems, 3(3), 2009
Wang Xiaolong, Chen Qingcai, Daniel S.Yeung. Mining Chinese Pinyin-to-character Conversion Rules from Large-scale Corpus: A Rough Set Approach. IEEE Trans. on SMC PartB. Vol.34 (2), 2004: 834-844 (SCI, IF: 2.2)
苏冲，陈清财*，王晓龙，孟宪军，基于最大频繁项集的搜索引擎查询结果聚类算法，中文信息学报，2010.
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