Lixuan Yang

ORCID

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 16

Top Venues

CoRR

IEEE Trans. Netw. Serv. Manag.

PCM (2)

Comput. Commun. Rev.

Conservatoire national des arts et métiers, Paris, France (PHD)

Education History

Conservatoire national des arts et métiers, Paris, France

PHD

Publications

Giampaolo Bovenzi, Alfredo Nascita, Lixuan Yang, Alessandro Finamore, Giuseppe Aceto, Domenico Ciuonzo, Antonio Pescapè, Dario Rossi
Benchmarking Class Incremental Learning in Deep Learning Traffic Classification. IEEE Trans. Netw. Serv. Manag. 21 (1) (2024)
Giulio Franzese, Simone Rossi, Lixuan Yang, Alessandro Finamore, Dario Rossi, Maurizio Filippone, Pietro Michiardi
How Much Is Enough? A Study on Diffusion Times in Score-Based Generative Models. Entropy 25 (4) (2023)
Lixuan Yang, Dario Rossi
Quality Monitoring and Assessment of Deployed Deep Learning Models for Network AIOps. CoRR (2022)
Chao Wang, Alessandro Finamore, Lixuan Yang, Kevin Fauvel, Dario Rossi
AppClassNet: a commercial-grade dataset for application identification research. Comput. Commun. Rev. 52 (3) (2022)
Kevin Fauvel, Alessandro Finamore, Lixuan Yang, Fuxing Chen, Dario Rossi
A Lightweight, Efficient and Explainable-by-Design Convolutional Neural Network for Internet Traffic Classification. CoRR (2022)
Giulio Franzese, Simone Rossi, Lixuan Yang, Alessandro Finamore, Dario Rossi, Maurizio Filippone, Pietro Michiardi
How Much is Enough? A Study on Diffusion Times in Score-based Generative Models. CoRR (2022)
Lixuan Yang, Alessandro Finamore, Feng Jun, Dario Rossi
Deep Learning and Traffic Classification: Lessons learned from a commercial-grade dataset with hundreds of encrypted and zero-day applications. CoRR (2021)
Lixuan Yang, Alessandro Finamore, Feng Jun, Dario Rossi
Deep Learning and Zero-Day Traffic Classification: Lessons Learned From a Commercial-Grade Dataset. IEEE Trans. Netw. Serv. Manag. 18 (4) (2021)
Lixuan Yang, Dario Rossi
Thinkback: Task-SpecificOut-of-Distribution Detection. CoRR (2021)
Giampaolo Bovenzi, Lixuan Yang, Alessandro Finamore, Giuseppe Aceto, Domenico Ciuonzo, Antonio Pescapè, Dario Rossi
A First Look at Class Incremental Learning in Deep Learning Mobile Traffic Classification. CoRR (2021)
Lixuan Yang, Dario Rossi
Quality Monitoring and Assessment of Deployed Deep Learning Models for Network AIOps. IEEE Netw. 35 (6) (2021)
Giampaolo Bovenzi, Lixuan Yang, Alessandro Finamore, Domenico Ciuonzo, Giuseppe Aceto, Antonio Pescapè, Dario Rossi
A First Look at Class Incremental Learning in Deep Learning Mobile Traffic Classification. TMA (2021)
Lixuan Yang, Cedric Beliard, Dario Rossi
Heterogeneous Data-Aware Federated Learning. CoRR (2020)
Lixuan Yang, Helena Rodriguez, Michel Crucianu, Marin Ferecatu
Fully Convolutional Network with Superpixel Parsing for Fashion Web Image Segmentation. MMM (1) (2017)
Lixuan Yang, Helena Rodriguez, Michel Crucianu, Marin Ferecatu
Classification-driven Active Contour for Dress Segmentation. VISIGRAPP (4: VISAPP) (2016)
Lixuan Yang, Helena Rodriguez, Michel Crucianu, Marin Ferecatu
A Global-Local Approach to Extracting Deformable Fashion Items from Web Images. PCM (2) (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Lixuan Yang