J.C.

Publications

Journal Papers

  1. Understanding Item Consumption Orders for Right-Order Next-Item Recommendation. [Preprint]
    Jun Chen, Xuecheng Wang, Chaokun Wang.
    Knowledge and Information Systems (KAIS). In press, 2018.

  2. Learning the Personalized Intransitive Preferences of Images. [Link][Data][Codes]
    Jun Chen, Chaokun Wang, Jianmin Wang, Xiang Ying, Xuecheng Wang.
    IEEE Transactions on Image Processing (IEEE TIP). Volume:26, Issue:9, 2017.

  3. Recommendation for Repeat Consumption from User Implicit Feedback. [Link][Codes]
    Jun Chen, Chaokun Wang, Jianmin Wang, Philip S. Yu.
    IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE). Volume:28, Issue:11, 2016.

  4. Inferring Directions of Undirected Social Ties. [Link]
    Jun Zhang, Chaokun Wang, Jianmin Wang, Jeffery X. Yu, Jun Chen, Changping Wang.
    IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE). Volume:28, Issue:12, 2016.

  5. Automatic Music Stretching Resistance Classification Using Audio Features and Genres. [Link][Data]
    Jun Chen, Chaokun Wang.
    IEEE Signal Processing Letters, Volume:20, Number:12, 2013.

  6. Who is answering whom? Finding “Reply-To” relations in group chats with deep bidirectional LSTM networks. [Link]
    Gaoyang Guo, Chaokun Wang, Jun Chen, Pengcheng Ge, Weijun Chen.
    Cluster Computing, preprint, 2018.

  7. On Generalized Bisimilarity Join. [Link]
    Changping Wang, Chaokun Wang, Hao Wang, Meng Wang, Jun Chen.
    Chinese Journal of Software, 2017.

  8. Algorithms for Local Betweenness Centrality of Fully Dynamic Multi-Dimensional Networks. [Link]
    Jianxiang Yang, Chaokun Wang, Meng Wang, Jun Chen.
    Chinese Journal of Computers, Volume:38, Number:9, 2015.

Conference Papers

  1. A Novel Sequence-to-Subgraph Framework for Diagnosis Classification. [Link]
    Jun Chen, Quan Yuan, Chao Lu, Haifeng Huang.
    The 30th International Joint Conference on Artificial Intelligence (IJCAI). 2021.

  2. Medical Image Enhancement for Lesion Detection Based on Class-Aware Attention and Deep Colorization. [Link]
    Jiachang Guo, Jun Chen, Chao Lu, Haifeng Huang.
    IEEE 18th International Symposium on Biomedical Imaging (ISBI). 2021.

  3. Towards Interpretable Clinical Diagnosis with Bayesian Network Ensembles Stacked on Entity-Aware CNNs. [Link][Data]
    Jun Chen, Xiaoya Dai, Quan Yuan, Chao Lu, Haifeng Huang.
    The 58th Annual Meeting of the Association for Computational Linguistics (ACL). 2020.

  4. The Graph-based Mutual Attentive Network for Automatic Diagnosis. [Link]
    Quan Yuan, Jun Chen (Corresponding author), Chao Lu, Haifeng Huang.
    International Joint Conference on Artificial Intelligence (IJCAI). 2020, Yokohama, Japan.

  5. Knowledge Abstraction Matching for Medical Question Answering. [Link]
    Jun Chen, Jingbo Zhou, Zhenhui Shi, Bin Fan, Chengliang Luo.
    IEEE International Conference on Bioinformatics and Biomedicine (BIBM). 2019, San Diego, California, USA.

  6. Graph Neural Network with Rejection Mechanism.
    Bencheng Yan, Chaokun Wang, Gaoyang Guo, Jun Chen.
    International Conference on Big Data Applications and Services (BIGDAS). 2019.

  7. Modeling the Intransitive Pairwise Image Preference from Multiple Angles. [Link][AudioSlides][Poster]
    Jun Chen, Chaokun Wang, Jianmin Wang.
    ACM International Conference on Multimedia (MM'17), 2017, Mountain View, California, USA.

  8. Investigating the Role of Musical Genre in Human Perception of Music Stretching Resistance. [Link]
    Jun Chen, Chaokun Wang.
    International Conference on Big Data Applications and Services.

  9. Who Is Answering to Whom? Finding “Reply-To” Relations in Group Chats with Long Short-Term Memory Networks. (Best Paper Award) [Link]
    Gaoyang Guo, Chaokun Wang, Jun Chen, and Pengcheng Ge.
    International Conference on Emerging Databases (EDB'17), August 2017, Busan, Korea.

  10. Recommendation for Repeat Consumption from User Implicit Feedback (Extended Abstract). [Link][Codes][Poster]
    Jun Chen, Chaokun Wang, Jianmin Wang, Philip S Yu.
    IEEE International Conference on Database Engineering (ICDE'17), 2017, San Diego, California, USA.

  11. Learning the Structures of Online Asynchronous Conversations. [Link][Slides][Data]
    Jun Chen, Chaokun Wang, Heran Lin, Weiping Wang, Zhipeng Cai, Jianmin Wang.
    Proceedings of the 22nd International Conference on Database Systems for Advanced Applications (DASFAA'17), 2017, Suzhou, China.

  12. Preference Join on Heterogeneous Data. [Link]
    Changping Wang, Chaokun Wang, Hao Wang, Jun Chen, Xiaojun Ye.
    Proceedings of the 18th Asia Pacific Web Conference (APWeb'16), 2016, Suzhou, China.

  13. A Personalized Interest-Forgetting Markov Model for Recommendations. (oral presentation, acceptance rate 11.75%) [Link][Slides]
    Jun Chen, Chaokun Wang, Jianmin Wang.
    Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI'15), 2015, Austin, TX, USA.

  14. Will You "Reconsume" the Near Past? Fast Prediction on Short-term Reconsumption Behaviors. (acceptance rate 26.67%) [Link][Poster][Data]
    Jun Chen, Chaokun Wang, Jianmin Wang.
    Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI'15), 2015, Austin, TX, USA.

  15. CrowdMR: Integrating Crowdsourcing with MapReduce for AI-hard Problems. [Link][Poster][Demo]
    Jun Chen, Chaokun Wang, Yiyuan Bai.
    Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI'15), 2015, Austin, TX, USA.

  16. Modeling the Interest-Forgetting Curve for Music Recommendation. [Link][Poster]
    Jun Chen, Chaokun Wang, Jianmin Wang.
    Proceedings of the 22nd ACM International Conference on Multimedia (MM'14), 2014, Orlando, FL, USA.

  17. MiSCon: A Hot Plugging Tool for Real-time Motion-based System Control. [Link][Poster][Video]
    Jun Chen, Chaokun Wang, Lei Yang, Qingfu Wen and Xu Wang.
    Proceedings of the 22nd ACM International Conference on Multimedia (MM'14), 2014, Orlando, FL, USA.

  18. CoDEM: An Ingenious Tool of Insight into Community Detection in Social Networks. [Link]
    Meng Wang, Chaokun Wang, Jun Chen.
    Proceedings of the 23rd ACM International Conference on Information and Knowledge Management (CIKM'14), 2014, Shanghai, China.

  19. RESIC: A Tool for Music Stretching Resistance Estimation. [Link][Poster][Data]
    Jun Chen, Chaokun Wang.
    Proceedings of the 20th Anniversary International Conference on MultiMedia Modeling (MMM'14), 2014, Dublin, Ireland.