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师资队伍
谢洪
时间:2018-12-20    浏览量:

 

1 基本信息

名: 谢洪

别:

称: 研究员(硕导/博导)

务:

话:

办公地点: 主教1605

E-mail xiehong2018@cqu.edu.cn

研究方向 机器学习、数据科学、网络经济学

招生信息: 招收计算机/电子信息类、数学统计类等专业。 

欢迎报考硕士、博士研究生!请提前联系。欢迎本科生加入课题组。

课题组既有偏理论的课题(比如机器学习前沿算法设计与分析),又有偏应用的课题(比如机器学习在推荐系统、社交网络等中的应用)。 

2 个人简介:

谢洪是兴发亚洲唯一pt官方网站百人计划特聘研究员。中国科学技术大学计算机学士。香港中文大学计算机博士,师从教授。新加坡国立大学博士后(导师 教授)、香港中文大学博士后(导师 教授)。

3 研究兴趣:

(在线)机器学习理论、算法及其在数据科学与网络中的应用。应用包括推荐系统、网络、群智系统、电子商务等。

4 学术成果: (* 代表通讯作者)

期刊论文

17.Hong Xie, Mingze Zhong, Yongkun Li, John C.S. Lui.
     Understanding Persuasion Cascades in Online Product Rating Systems: Modeling, Analysis and Inference.
     Accepted to ACM Transactions on Knowledge Discovery from Data (TKDD),
2020.

16.Ye Li,Hong Xie*, Yishi Lin, John C.S. Lui.
     Rewarding Social Recommendation in OSNs: Empirical Evidences, Modeling and Optimization.
     Accepted to IEEE Transactions on Knowledge and Data Engineering (TKDE),
[ CCF-A ],2020.

15.Ye Li,Hong Xie*,John C.S. Lui,Ken Calvert.
    
     IEEE/ACM Transactions on Networking (ToN), vol. 28(5), pp. 1995 - 2008,
[ CCF-A ],2020.

14.Hong Xie,Yongkun Li, John C.S. Lui.
    
     ACM Transactions on Internet Technology (TOIT), Vol. 20 (4), 2020.

13.Hong Xie, John C.S. Lui.
    
     IEEE Transactions on Services Computing (TSC), vol. 13(5), pp. 887-900, 2020.

12.Xiaoying Zhang, Hong Xie*, Junzhou Zhao, John C.S. Lui. 
    
    ACM Transactions on Information Systems (TOIS), vol. 38(1),
[ CCF-A ],2020.

11.Hong Xie, Weijie Wu, Richard T.B. Ma, John C.S. Lui.
      
     ACM Transactions on Internet Technology (TOIT), vol. 19(4), 2019.

10.Hong Xie, John C.S. Lui.
    
     SIGMETRICS Performance Evaluation Review, vol. 46, no. 2, pp. 3-5, 2018.

9.Kechao Cai, Hong Xie, John C.S. Lui.
    
    IEEE/ACM Transactions on Networking (ToN), 26(1), 478-491,
[ CCF-A ],2018.

8.Hong Xie, John C.S. Lui.
    
     IEEE Transactions on Services Computing (TSC), vol. 11, pp. 90-102, 2018.

7. Hong Xie, Richard T.B. Ma, John C.S. Lui.
    
     ACM Transactions on Knowledge Discovery from Data (TKDD), vol. 12(3), 2018.

6. Kechao Cai,Hong Xie, John C.S. Lui.
    
     SIGMETRICS Performance Evaluation Review, vol. 44, no. 2, pp. 12-14, 2016.

5. Hong Xie, John C.S. Lui, Don Towsley.
    
     ACM Transactions on Modeling and Per. Eva. of Computing Systems (TOMPECS), vol. 1(3), 2016.

4. Hong Xie, John C.S. Lui.
    
     ACM Transactions on Knowledge Discovery from Data (TKDD), vol. 9 (4), pp. 26:1-26:33, 2015.

3. Hong Xie, John C.S. Lui.
    
     Elsevier Performance Evaluation Journal, vol. 91, pp. 132-149, 2015.

2. Hong Xie, John C.S. Lui.
    
     Elsevier Performance Evaluation Journal, vol. 77, pp. 72-95, 2014.

1. Hong Xie, John C.S. Lui.
    
     SIGMETRICS Performance Evaluation Review, vol. 42, no. 2, pp. 52-54, 2014.

会议论文

28. Qiao Tang, Hong Xie*, Yunni Xia, Jia Lee, Qingsheng Zhu. 
     Robust Contextual Bandit via Bootstrapping.
     Thirty-Fifth AAAI Conference on Artificial Intelligence  (AAAI),
[ CCF-A ], 2021.

27. Pei Yi, Hong Xie*, Yongkun Li, John C.S. Lui. 
     A Bootstrapping Approach to Optimize Random Walk Based Statistical Estimation over Graphs..
     IEEE International Conference on Data Engineering  (ICDE),
[ CCF-A ], 2021.

26. Shiyuan Zheng, Hong Xie*, John C.S. Lui. 
     Social Visibility Optimization in OSNs with Anonymity Guarantees: Modeling, Algorithms and Applications...
     IEEE International Conference on Data Engineering  (ICDE),
[ CCF-A ], short paper, 2021.

25. Xiaoying Zhang, Hong Xie*, John C.S. Lui. 
     Heterogeneous Information Assisted Bandit Learning: Theory and Application..
     IEEE International Conference on Data Engineering  (ICDE),
[ CCF-A ], short paper, 2021.

24. Hong Xie, Mingze Zhong. 
     Robust Product Rating Rules Against Herding Effects: Theory and Applications..
     IEEE International Conference on Data Mining (ICDM),
, short paper,2020.

23. Tingwei Liu, Hong Xie*, John C.S. Lui. 
    
     Internationa Conference on Computer Communication (INFOCOM), [ CCF-A ], 2020.

     Best Paper Candidate

22. Xiaoying Zhang, Hong Xie, Hang Li, John C.S. Lui. 
    
     The Web Conference (WWW),
[ CCF-A ],2020.

21. Rui Wang, Yongkun Li, Hong Xie, John C.S. Lui and Yinlong Xu. 
    
     USENIX Annual Technical Conference (ATC),  
[ CCF-A ],2020.

20. Yongkun Li, Zhiyong Wu, Shuai Lin,Hong Xie, Min Lv, Yinlong Xu, John C.S. Lui.
    
     Proc. of IEEE International Conference on Data Engineering (ICDE), pp. 962-973,
[ CCF-A ], 2019.

19. Hong Xie, Yongkun Li, John C.S. Lui.
    
     Proc. of  AAAI Conference on Artificial Intelligence (AAAI), pp. 5490-5497,
[ CCF-A ], 2019.

18. Hong Xie, Yongkun Li, John C.S. Lui.
    
     Proc. of AAAI Conference on Artificial Intelligence (AAAI), pp. 7992-7999,
[ CCF-A ], 2019.

17. Ye Li, Hong Xie, Yishi Lin, John C.S. Lui. 
    
    Proc. of IEEE International Conference on Data Mining (ICDM), short paper, 2019.

16. Xiaoying Zhang,Hong Xie, Junzhou Zhao, John C.S. Lui.
    
     Proc. of Int. Joint Conf. on Artificial Intelligence (IJCAI), sister-conf. best-paper track, pp. 5409-5413, 2018.

15. Xiaoying Zhang,Hong Xie, John C.S. Lui.
    
     Proc. of IEEE International Conference on Network Protocols (ICNP), pp. 44-54, 2018.

14. Ye Li,Hong Xie, John C.S. Lui.
    
     Proc. of IEEE International Conference on Network Protocols (ICNP), pp. 324-334, 2018.

13. Hong Xie, John C.S. Lui.
    
     Workshop on MAthematical per. Modeling and Analysis (MAMA), in con. with ACM SIGMETRICS 2018.

12. Ye Li,Hong Xie, Weijie Wu, John C.S. Lui.
    
     Proceedings of the IEEE International Conference on Data Mining (ICDM), pp. 555-564, 2017.

11. Pengpeng Zhao, Yongkun Li,Hong Xie, Zhiyong Wu, Yinlong Xu, John C.S. Lui.
    
     Proc. of the Int. Conference on Database Systems for Advanced Applications (DASFAA), pp. 323-338, 2017.

10. Kechao Cai,Hong Xie, John C.S. Lui.
    
     The Workshop on MAthematical per. Modeling and Analysis (MAMA), in con. with ACM SIGMETRICS 2016.

9. Hong Xie, Richard T.B. Ma, John C.S. Lui.
    
     Proceedings of the ACM SIGMETRICS/IFIP Performance (SIGMETRICS), pp. 417--418, poster, 2016.

8. Hong Xie, John C.S. Lui.
    
     Proc. of the IEEE International Conference on Data Mining (ICDM), pp. 1045-1050, short paper, 2015.

7. Hong Xie, John C.S. Lui.
    
     Proc. of Int. Sym. on Computer Performance, Modeling, Measurements and Eval. (IFIP Performance), 2015.

6. Hong Xie, John C.S. Lui, Don Towsley.
    
     Proc. of the IEEE/ACM International Symposium on Quality and Service (IWQoS), pp. 207-212, short paper, 2015.

5. Hong Xie, John C.S. Lui.
    
     Proc. of IEEE International Conference on Distributed Computing Systems (ICDCS), pp. 770-771, poster paper, 2015.

4. Hong Xie, John C.S. Lui, Wenjie Jiang.
    
     Proc. of IEEE Sym. on Modeling, Analysis and Simu. of Com. and Telecom. Sys. (MASCOTS), pp. 181-186, short paper, 2014.

3. Hong Xie, John C.S. Lui, Wenjie Jiang, Wei Chen.
    
     Proc. of Annual Allerton Conference on Communication, Control, and Computing, (Allerton), pp.140-147, 2014.

2. Hong Xie, John C.S. Lui.
    
     The Workshop on MAthematical per.e Modeling and Analysis (MAMA), in con. with ACM SIGMETRICS 2014.

1. Silei Xu, Yishi Lin,Hong Xie, John C.S. Lui.
    
     Proc. of Int. Conference on Scientific and Statistical Database Management (SSDBM), pp. 19:1--19:12, 2014.