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Liao Yongjun

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Main Referenced Co-authors
Leduc, Guy  (10)
Geurts, Pierre  (7)
Du, Wei (6)
Baltrunas, L. (2)
Ben Houidi, Z. (2)
Main Referenced Keywords
matrix factorization (3); matrix completion (2); stochastic gradient descent (2); Decision Trees (1); Internet Coordinate System (1);
Main Referenced Disciplines
Computer science (11)

Publications (total 11)

The most downloaded
490 downloads
Manferdini, U., Traverso, S., Mellia, M., Tego, E., Matera, F., Ben Houidi, Z., Milanesio, M., Michiardi, P., Rossi, D., Cicalese, D., Joumblatt, D., Auge, J., Dusi, M., Nikitaki, S., Ahmed, M., Leontiadis, I., Baltrunas, L., Varvello, M., Casas, P., ... Papadimitriou, D. (2015). Cross-check of Analysis Modules and Reasoner Interactions. https://hdl.handle.net/2268/184580

The most cited

69 citations (Scopus®)

Liao, Y., Du, W., Geurts, P., & Leduc, G. (11 October 2013). DMFSGD: A Decentralized Matrix Factorization Algorithm for Network Distance Prediction. IEEE/ACM Transactions on Networking, 21 (5), 1511-1524. doi:10.1109/TNET.2012.2228881 https://hdl.handle.net/2268/135818

Du, W., Liao, Y., Tao, N., Geurts, P., Fu, X., & Leduc, G. (October 2015). Rating Network Paths for Locality-Aware Overlay Construction and Routing. IEEE/ACM Transactions on Networking, 23 (5), 1661-1673. doi:10.1109/TNET.2014.2337371
Peer Reviewed verified by ORBi

Manferdini, U., Traverso, S., Mellia, M., Tego, E., Matera, F., Ben Houidi, Z., Milanesio, M., Michiardi, P., Rossi, D., Cicalese, D., Joumblatt, D., Auge, J., Dusi, M., Nikitaki, S., Ahmed, M., Leontiadis, I., Baltrunas, L., Varvello, M., Casas, P., ... Papadimitriou, D. (2015). Cross-check of Analysis Modules and Reasoner Interactions.

Papadimitriou, D., Ben Houidi, Z., Ghamri-Doudane, Rossi, D., Milanesio, M., Casas, P., D'Alconzo, A., Tego, E., Matera, F., Dusi, M., Szemethy, T., Mathé, D., Traverso, S., Finamore, A., Leontiadis, I., Baltrunas, L., Grunenburger, Y., Donnet, B., Leduc, G., & Liao, Y. (2013). Design of Analysis Modules.

Liao, Y., Du, W., Geurts, P., & Leduc, G. (11 October 2013). DMFSGD: A Decentralized Matrix Factorization Algorithm for Network Distance Prediction. IEEE/ACM Transactions on Networking, 21 (5), 1511-1524. doi:10.1109/TNET.2012.2228881
Peer Reviewed verified by ORBi

Liao, Y. (2013). Learning to Predict End-to-End Network Performance [Doctoral thesis, ULiège - Université de Liège]. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/136727

Du, W., Liao, Y., Geurts, P., & Leduc, G. (2012). Ordinal Rating of Network Performance and Inference by Matrix Completion. (arXiv:1211.0447).

Liao, Y., Du, W., Geurts, P., & Leduc, G. (2012). DMFSGD: A Decentralized Matrix Factorization Algorithm for Network Distance Prediction. (arXiv:1201.1174).

Liao, Y., Du, W., Geurts, P., & Leduc, G. (2011). Decentralized Prediction of End-to-End Network Performance Classes. In Proc. of the 7th International Conference on emerging Networking EXperiments and Technologies (CoNEXT). ACM. doi:10.1145/2079296.2079310
Peer reviewed

Liao, Y., Geurts, P., & Leduc, G. (11 May 2010). Network Distance Prediction Based on Decentralized Matrix Factorization. Lecture Notes in Computer Science, 6091, 15-26. doi:10.1007/978-3-642-12963-6_2
Peer reviewed

Liao, Y., & Leduc, G. (24 August 2009). Triangle Inequality Violation Avoidance in Internet Coordinate Systems [Poster presentation]. Trilogy Future Internet Summerschool, Louvain-la-neuve, Belgium.

Liao, Y., Kaafar, M. A., Gueye, B., Cantin, F., Geurts, P., & Leduc, G. (12 May 2009). Detecting Triangle Inequality Violations in Internet Coordinate Systems by Supervised Learning. Lecture Notes in Computer Science, 5550, 352-363. doi:10.1007/978-3-642-01399-7_28
Peer reviewed

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