人员

教师

ROSSI, Luca    助理教授

电子邮箱:

rossil_AT_sustc.edu.cn

办公室:

南方科技大学创园10栋503

研究方向:

模式识别、网络科学、数据科学、量子信息

教育背景

2005-2008:威尼斯大学 意大利 计算机科学 学士

2008-2010:威尼斯大学 意大利 计算机科学 硕士

2010-2013:威尼斯大学 意大利 计算机科学 博士


工作经历

2013-2015:英国伯明翰大学计算机科学院  博士后研究员

2015-2018:英国阿斯顿大学应用科学与工程学院 助理教授(计算机科学专业)


荣誉与奖项

2010:意大利教育部颁发的博士研究生奖学金

2011:威尼斯大学博士研究生科学研究领域最佳研究工作奖

2014:最佳人为因素和生活识别论文 信息和网络安全国际会议

2015:最佳论文奖(Cainello奖),图像分析与处理国际会议


代表文章

1. Ye, Cheng, Richard Wilson, Luca Rossi, Andrea Torsello, and Edwin Hancock. "Thermodynamic Analysis of Time Evolving Networks." Entropy 20, no. 10 (2018): 759.

2. Bai, Lu, Lixin Cui, Luca Rossi, Lixiang Xu, Xiao Bai, and Edwin Hancock. "Local-global nested graph kernels using nested complexity traces." Pattern Recognition Letters (2018).

3. Bai, Lu, Luca Rossi, Lixin Cui, Zhihong Zhang, Peng Ren, Xiao Bai, and Edwin Hancock. "Quantum kernels for unattributed graphs using discrete-time quantum walks." Pattern Recognition Letters 87 (2017): 96-103.

4. Chorley, Martin J., Luca Rossi, Gareth Tyson, and Matthew J. Williams. "Pub Crawling at Scale: Tapping Untappd to Explore Social Drinking." In ICWSM, pp. 62-71. 2016.

5. Rossi, Luca, James Walker, and Mirco Musolesi. "Spatio-temporal techniques for user identification by means of GPS mobility data." EPJ Data Science 4, no. 1 (2015): 11.

6. Rossi, Luca, Andrea Torsello, and Edwin R. Hancock. "Unfolding kernel embeddings of graphs: enhancing class separation through manifold learning." Pattern Recognition 48, no. 11 (2015): 3357-3370.

7. Bai, Lu, Luca Rossi, Zhihong Zhang, and Edwin Hancock. "An aligned subtree kernel for weighted graphs." In International Conference on Machine Learning, pp. 30-39. 2015.

8. Rossi, Luca, Matthew J. Williams, Christoph Stich, and Mirco Musolesi. "Privacy and the City: User Identification and Location Semantics in Location-Based Social Networks." In ICWSM, pp. 387-396. 2015.

9. Rossi, Luca, Andrea Torsello, and Edwin R. Hancock. "Measuring graph similarity through continuous-time quantum walks and the quantum Jensen-Shannon divergence." Physical Review E 91, no. 2 (2015): 022815.

10. Bai, Lu, Luca Rossi, Andrea Torsello, and Edwin R. Hancock. "A quantum jensen–shannon graph kernel for unattributed graphs." Pattern Recognition 48, no. 2 (2015): 344-355.

11. Rossi, Luca, and Mirco Musolesi. "It's the way you check-in: identifying users in location-based social networks." In Proceedings of the second ACM conference on Online social networks, pp. 215-226. ACM, 2014.

12. Bai, Lu, Luca Rossi, Horst Bunke, and Edwin R. Hancock. "Attributed graph kernels using the jensen-tsallis q-differences." In Joint European Conference on Machine Learning and Knowledge Discovery in Databases, pp. 99-114. Springer, Berlin, Heidelberg, 2014.

13. Lima, Antonio, Luca Rossi, and Mirco Musolesi. "Coding Together at Scale: GitHub as a Collaborative Social Network." In ICWSM. 2014.

14. Rossi, Luca, and Andrea Torsello. "Coarse-to-fine skeleton extraction for high resolution 3D meshes." Computer Vision and Image Understanding 118 (2014): 140-152.

15. Rossi, Luca, Andrea Torsello, Edwin R. Hancock, and Richard C. Wilson. "Characterizing graph symmetries through quantum jensen-shannon divergence." Physical Review E 88, no. 3 (2013): 032806.


其他信息

科研项目:

Improving Search Engines Using Machine Learning, KTP (Innovate UK), £218,245, 2018-2020

Using Data Analytics to Predict Debtor Payment Behaviours, KTP (Innovate UK), £122,613, 2017-2019

 

组委会成员:

17th IAPR S+SSPR, Padova, Italy, September 2020 (co-chair)

1st ICPR Workshop on Pattern Recognition in Intelligent Financial Analysis and Risk Management, Beijing, China, August 2018 (co-chair)

1st Int. Workshop on Similarity-Based Pattern Recognition, Venice, Italy, 2011 (organizing committee)