Yongjun Liao @ RUN
ULg Research Unit in Networking RUN
Yongjun Liao RUN RUN



Name Yongjun Liao
Former position at RUN Postdoctoral
Current personal page http://www.run.montefiore.ulg.ac.be/~liao/
Biographical Notes
Yongjun Liao joined RUN in October 2007 and left in June 2015.
Current diploma(s) : Master in Computer Engineering (Guangxi U., China, 2002); PhD in Computer Engineering (ULiège, 2013)
Publications at RUN
* A Lightweight Network Proximity Service Based On Neighborhood Models
Y. Liao, W. Du and G. Leduc
Proc. of 22nd IEEE Symposium on Communications and Vehicular Technology in the Benelux (SCVT), 24 Nov. 2015, Luxembourg, Luxembourg
* Rating Network Paths for Locality-Aware Overlay Construction and Routing
W. Du, Y. Liao, N. Tao, P. Geurts, X. Fu and G. Leduc
Keywords : matrix factorization, network inference, rating-based network measurement, recommender system
IEEE/ACM Transactions on Networking, vol. 23, nb. 5, 2015, pp. 1661-1673
* DMFSGD: A Decentralized Matrix Factorization Algorithm for Network Distance Prediction
Y. Liao, W. Du, P. Geurts and G. Leduc
Read the abstract
IEEE/ACM Transactions on Networking, vol. 21, nb. 5, Oct. 2013, pp. 1511-1524
* Learning to Predict End-to-End Network Performance
Y. Liao
PhD Thesis, University of Liège
ULiège, 2013, 89 pp.
* Decentralized Prediction of End-to-End Network Performance Classes
Y. Liao, W. Du, P. Geurts and G. Leduc
Read the abstract
Download the PDF document
Proc. of The 7th International Conference on emerging Networking EXperiments and Technologies (CoNEXT), 6-9 Dec. 2011, Tokyo, Japan, ACM
* Network Distance Prediction Based on Decentralized Matrix Factorization
Y. Liao, P. Geurts and G. Leduc
Proc. of IFIP Networking 2010, 11-13 May 2010, Chennai, India, M. Crovella, L. Feeney, D. Rubenstein, S. V. Raghavan (eds.), LNCS, 6091, pp. 15-26, Springer
(Acceptance ratio = 24/101 = 24%). Best paper award.
* Triangle Inequality Violation Avoidance in Internet Coordinate Systems
Y. Liao and G. Leduc
Trilogy Future Internet Summer School, 24-28 Aug. 2009, Louvain-la-Neuve, Belgium
Poster
* Detecting Triangle Inequality Violations in Internet Coordinate Systems by Supervised Learning - Work in Progress
Y. Liao, M. Kaafar, B. Gueye, F. Cantin, P. Geurts and G. Leduc
Proc. of Networking 2009, 12-14 May 2009, Aachen, Germany, L. Fratta, H. Schulzrinne, Y. Takahashi, O. Spaniol (eds.), LNCS, 5550, pp. 352-363, Springer

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