Junwen Duan

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 38

Top Topics

Regression Model

Named Entity Recognition

Top Venues

Sci. China Inf. Sci.

Publications

Siyin Wang, Xingsong Ye, Qinyuan Cheng, Junwen Duan, Shimin Li, Jinlan Fu, Xipeng Qiu, Xuanjing Huang
Cross-Modality Safety Alignment. CoRR (2024)
Mingyi Jia, Junwen Duan, Yan Song, Jianxin Wang
medIKAL: Integrating Knowledge Graphs as Assistants of LLMs for Enhanced Clinical Diagnosis on EMRs. CoRR (2024)
Quan Yan, Junwen Duan, Jianxin Wang
Multi-modal Concept Alignment Pre-training for Generative Medical Visual Question Answering. ACL (Findings) (2024)
Junwen Duan, Xincheng Liao, Ying An, Jianxin Wang
KeyEE: Enhancing Low-Resource Generative Event Extraction with Auxiliary Keyword Sub-Prompt. Big Data Min. Anal. 7 (2) (2024)
Fangfang Li, Zhi Liu, Junwen Duan, Xingliang Mao, Heyuan Shi, Shichao Zhang
Exploiting Conversation-Branch-Tweet HyperGraph Structure to Detect Misinformation on Social Media. ACM Trans. Knowl. Discov. Data 18 (2) (2024)
Jin Liu, Xiaokang Pan, Junwen Duan, Hongdong Li, Youqi Li, Zhe Qu
Faster Stochastic Variance Reduction Methods for Compositional MiniMax Optimization. AAAI (2024)
Fangfang Li, Puzhen Su, Junwen Duan, Weidong Xiao
Towards Better Representations for Multi-Label Text Classification with Multi-granularity Information. EMNLP (Findings) (2023)
Junwen Duan, Han Jiang, Ying Yu
MHLAT: Multi-Hop Label-Wise Attention Model for Automatic ICD Coding. ICASSP (2023)
Jianbo Liao, Mingyi Jia, Junwen Duan, Jianxin Wang
FBC: Fusing Bi-Encoder and Cross-Encoder for Long-Form Text Matching. ECAI (2023)
Junwen Duan, Fei Guo, Jin Liu, Hongdong Li
Enhancing Database Principles Teaching with ChatGPT-Like Language Models. ICCSE (1) (2023)
Junwen Duan, Fangyuan Wei, Jin Liu, Hongdong Li, Tianming Liu, Jianxin Wang
CDA: A Contrastive Data Augmentation Method for Alzheimer's Disease Detection. ACL (Findings) (2023)
Jin Liu, Xiaokang Pan, Junwen Duan, Hongdong Li, Youqi Li, Zhe Qu
Breaking the Complexity Barrier in Compositional Minimax Optimization. CoRR (2023)
Ying Yu, Tian Qiu, Junwen Duan, Jian-Xin Wang
Multigranularity Label Prediction Model for Automatic International Classification of Diseases Coding in Clinical Text. J. Comput. Biol. 30 (8) (2023)
Han Jiang, Junwen Duan, Zhe Qu, Jianxin Wang
You Only Forward Once: Prediction and Rationalization in A Single Forward Pass. CoRR (2023)
Jin Liu, Qian Bi, Ping Zhong, Hong-Dong Li, Fei Guo, Junwen Duan
Training Methods of Innovative Talents in Medical Imaging Informatics Under the Background of New Engineering. ICCSE (3) (2023)
Xuehong Wu, Junwen Duan, Yi Pan, Min Li
Medical Knowledge Graph: Data Sources, Construction, Reasoning, and Applications. Big Data Min. Anal. 6 (2) (2023)
Min Zeng, Yifan Wu, Yiming Li, Rui Yin, Chengqian Lu, Junwen Duan, Min Li
LncLocFormer: a Transformer-based deep learning model for multi-label lncRNA subcellular localization prediction by using localization-specific attention mechanism. Bioinform. 39 (12) (2023)
Mingliang Dou, Jiaqi Ding, Genlang Chen, Junwen Duan, Fei Guo, Jijun Tang
IK-DDI: a novel framework based on instance position embedding and key external text for DDI extraction. Briefings Bioinform. 24 (3) (2023)
Junwen Duan, Han Jiang, Ying Yu
MHLAT: Multi-hop Label-wise Attention Model for Automatic ICD Coding. CoRR (2023)
Shuyue Liu, Junwen Duan, Feng Gong, Hailin Yue, Jianxin Wang
Fusing Label Relations for Chinese EMR Named Entity Recognition with Machine Reading Comprehension. ISBRA (2022)
Fangfang Li, Youran Shan, Junwen Duan, Xingliang Mao, Minlie Huang
WSpeller: Robust Word Segmentation for Enhancing Chinese Spelling Check. EMNLP (Findings) (2022)
Fangfang Li, Yiheng Lu, Xingliang Mao, Junwen Duan, Xiyao Liu
Multi-task deep learning model based on hierarchical relations of address elements for semantic address matching. Neural Comput. Appl. 34 (11) (2022)
Junwen Duan, Huai Guo, Min Zeng, Jianxin Wang
ASNet: An Adversarial Sparse Network for Multi-task Biomedical Named Entity Recognition. BIBM (2022)
Ying Yu, Junwen Duan, Han Jiang, Jian-Xin Wang
Automatic ICD Coding Based on Multi-granularity Feature Fusion. ISBRA (2022)
Xuehong Wu, Junwen Duan, Jianhua Li, Min Li
nPTAS: A Novel Platform for Text Annotation and Service. BIBM (2021)
Xiao Ding, Jihao Shi, Junwen Duan, Bing Qin, Ting Liu
Quantifying the effects of long-term news on stock markets on the basis of the multikernel Hawkes process. Sci. China Inf. Sci. 64 (9) (2021)
Zohair Ahmed, Junwen Duan, FangXiang Wu, Jianxin Wang
EFCA: An Extended Formal Concept Analysis Method for Aspect Extraction in Healthcare Informatics. BIBM (2021)
Xiao Ding, Kuo Liao, Ting Liu, Zhongyang Li, Junwen Duan
Event Representation Learning Enhanced with External Commonsense Knowledge. CoRR (2019)
Xiao Ding, Kuo Liao, Ting Liu, Zhongyang Li, Junwen Duan
Event Representation Learning Enhanced with External Commonsense Knowledge. EMNLP/IJCNLP (1) (2019)
Junwen Duan, Xiao Ding, Yue Zhang, Ting Liu
TEND: A Target-Dependent Representation Learning Framework for News Document. IEEE ACM Trans. Audio Speech Lang. Process. 27 (12) (2019)
Junwen Duan, Xiao Ding, Ting Liu
Learning Sentence Representations over Tree Structures for Target-Dependent Classification. NAACL-HLT (2018)
Junwen Duan, Yue Zhang, Xiao Ding, Ching-Yun Chang, Ting Liu
Learning Target-Specific Representations of Financial News Documents For Cumulative Abnormal Return Prediction. COLING (2018)
Junwen Duan, Xiao Ding, Ting Liu
A Gaussian copula regression model for movie box-office revenues prediction. Sci. China Inf. Sci. 60 (9) (2017)
Xiao Ding, Yue Zhang, Ting Liu, Junwen Duan
Knowledge-Driven Event Embedding for Stock Prediction. COLING (2016)
Xiao Ding, Yue Zhang, Ting Liu, Junwen Duan
Deep Learning for Event-Driven Stock Prediction. IJCAI (2015)
Junwen Duan, Xiao Ding, Ting Liu
A Gaussian Copula Regression Model for Movie Box-office Revenue Prediction with Social Media. SMP (2015)
Xiao Ding, Ting Liu, Junwen Duan, Jian-Yun Nie
Mining User Consumption Intention from Social Media Using Domain Adaptive Convolutional Neural Network. AAAI (2015)
Junwen Duan, Yiheng Chen, Ting Liu, Xiao Ding
Mining Intention-Related Products on Online Q&A Community. J. Comput. Sci. Technol. 30 (5) (2015)
Xiao Ding, Yue Zhang, Ting Liu, Junwen Duan
Using Structured Events to Predict Stock Price Movement: An Empirical Investigation. EMNLP (2014)
Junwen Duan, Xiao Ding, Ting Liu
Mining Intention-Related Products on Online Q&A Community. SMP (2014)