陳亮(中山大學數據科學與計算機學院副教授)

陳亮，男，博士，現任職中山大學數據科學與計算機學院副教授，廣東省“珠江人才計畫”引進創新創業團隊核心成員，主持或參與國家自然科學基金青年項目、聯合基金重點項目及多項國家重點研發計畫項目。成果發表在ICML、IJCAI、ICDE、CIKM、ICWS、ICSOC、TII、IOTJ、TSC等領域頂級會議及期刊上，總計發表論文80餘篇，Google Scholar引用數據1000餘次。

基本介紹

• 中文名：陳亮
• 畢業院校：浙江大學
• 學位/學歷：博士
• 專業方向：推薦系統、圖計算、機器學習等
• 任職院校：中山大學

人物經歷

陳亮博士於2009和2015年在浙江大學計算機學院獲得學士和博士學位，2015.9-2016.9在墨爾本皇家理工進行博士後研究，目前擔任國際服務協會青年科學家論壇副主席，國際期刊International Journal of Web Science副主編，中國計算機學會服務計算專業委員會委員。

研究領域

推薦系統、圖計算、機器學習、AI安全、邊緣智慧型、服務計算、邊緣服務

代表論著

1. Liang Chen, Yang Liu, Xiangnan He, Lianli Gao, and Zibin Zheng, "Matching User with Item Set: Collaborative Bundle Recommendation with Attention Network",IEEE International Joint Conference on Artificial Intelligence, Main Track, Macao, China, August 10 - 16, 2019
   
2. Liang Chen, Yongjian Ye, Fenfang Xie, Zibin Zheng, "Incorporating Geographical Location for Team Formation in Social Coding Sites",World Wide Web Journal, accepted, July, 2019.
   
3. Liang Chen, Fenfang Xie, Zibin Zheng, Yaoming Wu, "Predicting Quality of Service via Leveraging Location Information",Complexity, online publish, 2019.
   
4. Tingting Liang,Liang Chen*, Jian Wu, Guandong Xu, Zhaohui Wu, "SMS: A Framework for Service Discovery by Incorporating Social Media Information",IEEE Transactions on Services Computing, Vol 12, no. 3, pp. 384-397, 2019.
   
5. Liang Chen, Yang Liu, Zibin Zheng, and Philip Yu, "Heterogeneous Neural Attentive Factorization Machine for Rating Prediction",27th ACM International Conference on Information and Knowledge Management, Full Paper, Lingotto, Turin, Italy, Oct 22 - 26, 2018, pp.833-842.
   
6. Shaoan Xie, Zibin Zheng,Liang Chen*, and Chuan Chen, "Learning Semantic Representations for Unsupervised Domain Adaptation",35th International Conference on Machine Learning, Full Paper, Stockholm, Sweden, July 10 - 17, 2018, pp.5423-5432.
   
7. Liang Chen, Angyu Zheng, Yinlan Feng, Fenfang Xie, and Zibin Zheng, "Software Service Recommendation Base on Collaborative Filtering Neural Network Model",16th International Conference on Services Oriented Computing, Full Paper, Hangzhou, China, Nov 12 - 15, 2018, pp.388-403.
   
8. Liang Chen, Qi Yu, Philip S. Yu, Jian Wu, "WS-HFS: A Heterogeneous Feature Selection Framework for Web Services Mining",The 22nd International Conference on Web Services, Research Track, New York, USA, June 27 - July 2, 2015, pp.193-200.
   
9. Liang Chen, Jian Wu, Hengyi Jian, Hongbo Deng, Zhaohui Wu, "Instant Recommendation for Web Services Composition",IEEE Transactions on Service Computing, Volume 7, Issue 4, 2014, pp.586-598.
   
10. Liang Chen, Jian Wu, Zibin Zheng, Yanan Xie, Yilun Wang, Michael R. Lyu, Zhaohui Wu, "Modeling and Exploring Tag Relevance for Web Service Mining",International Journal of Knowledge and Information Systems, Volume 39, Issue 1, 2014, pp.153-173.
    
11. Liang Chen, Yilun Wang, Qi Yu, Zibin Zheng, Jian Wu, "WT-LDA: User Tagging Augmented LDA for Web Service Clustering",11st International Conference on Service Oriented Computing, Berlin, Germany, Dec 2 - 5, 2013, pp. 162-176.
    
12. Jian Wu,Liang Chen*, Yipeng Feng, Zibin Zheng, Mengchu Zhou, Zhaohui Wu, "Predicting Quality of Service for Selection by Neighborhood-based Collaborative Filtering",IEEE Transactions on System, Man, and Cybernetics, Part A, Volume 43, Issue 2, 2013, pp. 428-439.
    
13. Liang Chen, Zibin Zheng, Yipeng Feng, Jian Wu, Michael R. Lyu, "WSTRank: Ranking Tags to Facilitate Web Service Mining",10th International Conference on Service Oriented Computing, Shanghai, China, November 12-15, 2012, pp. 574-581.
    
14. Liang Chen, Liukai Hu, Zibin Zheng, Jian Wu, "WTCluster: Utilizing Tags for Web Services Clustering",9th International Conference on Service Oriented Computing, Paphos, Cyprus, December 5-8, 2011, pp. 204-218.