Lixuan Yang

According to our database, Lixuan Yang authored at least 14 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Benchmarking Class Incremental Learning in Deep Learning Traffic Classification.

Giampaolo Bovenzi, Alfredo Nascita, Lixuan Yang, Alessandro Finamore, Giuseppe Aceto, Domenico Ciuonzo, Antonio Pescapè, Dario Rossi

IEEE Trans. Netw. Serv. Manag., February, 2024

2023

How Much Is Enough? A Study on Diffusion Times in Score-Based Generative Models.

Giulio Franzese, Simone Rossi, Lixuan Yang, Alessandro Finamore, Dario Rossi, Maurizio Filippone, Pietro Michiardi

Entropy, April, 2023

2022

A Lightweight, Efficient and Explainable-by-Design Convolutional Neural Network for Internet Traffic Classification.

Kevin Fauvel, Alessandro Finamore, Lixuan Yang, Fuxing Chen, Dario Rossi

CoRR, 2022

AppClassNet: a commercial-grade dataset for application identification research.

Chao Wang, Alessandro Finamore, Lixuan Yang, Kevin Fauvel, Dario Rossi

Comput. Commun. Rev., 2022

2021

Deep Learning and Zero-Day Traffic Classification: Lessons Learned From a Commercial-Grade Dataset.

Lixuan Yang, Alessandro Finamore, Feng Jun, Dario Rossi

IEEE Trans. Netw. Serv. Manag., 2021

Quality Monitoring and Assessment of Deployed Deep Learning Models for Network AIOps.

Lixuan Yang, Dario Rossi

IEEE Netw., 2021

Thinkback: Task-SpecificOut-of-Distribution Detection.

Lixuan Yang, Dario Rossi

CoRR, 2021

Deep Learning and Traffic Classification: Lessons learned from a commercial-grade dataset with hundreds of encrypted and zero-day applications.

Lixuan Yang, Alessandro Finamore, Feng Jun, Dario Rossi

CoRR, 2021

A First Look at Class Incremental Learning in Deep Learning Mobile Traffic Classification.

Giampaolo Bovenzi, Lixuan Yang, Alessandro Finamore, Domenico Ciuonzo, Giuseppe Aceto, Antonio Pescapè, Dario Rossi

Proceedings of the 5th Network Traffic Measurement and Analysis Conference, 2021

2020

Heterogeneous Data-Aware Federated Learning.

Lixuan Yang, Cedric Beliard, Dario Rossi

CoRR, 2020

2017

Structuring of image databases for the suggestion of products for online advertising. (Structuration des bases d'images pour la suggestion des produits pour la publicité en ligne).

Lixuan Yang

PhD thesis, 2017

Fully Convolutional Network with Superpixel Parsing for Fashion Web Image Segmentation.

Lixuan Yang, Helena Rodriguez, Michel Crucianu, Marin Ferecatu

Proceedings of the MultiMedia Modeling - 23rd International Conference, 2017

2016

Classification-driven Active Contour for Dress Segmentation.

Lixuan Yang, Helena Rodriguez, Michel Crucianu, Marin Ferecatu

Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

A Global-Local Approach to Extracting Deformable Fashion Items from Web Images.

Lixuan Yang, Helena Rodriguez, Michel Crucianu, Marin Ferecatu

Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016