Lixuan Yang

17 papers Journal 12Unranked 4
YearRankTypeTitle / Venue / Authors
2024 J jnl
Benchmarking Class Incremental Learning in Deep Learning Traffic Classification.
IEEE Trans. Netw. Serv. Manag.
Giampaolo Bovenzi, Alfredo Nascita, Lixuan Yang, Alessandro Finamore, Giuseppe Aceto, Domenico Ciuonzo, Antonio Pescapè, Dario Rossi
2023 J jnl
How Much Is Enough? A Study on Diffusion Times in Score-Based Generative Models.
Entropy
Giulio Franzese, Simone Rossi, Lixuan Yang, Alessandro Finamore, Dario Rossi, Maurizio Filippone, Pietro Michiardi
2022 J jnl
A Lightweight, Efficient and Explainable-by-Design Convolutional Neural Network for Internet Traffic Classification.
CoRR
Kevin Fauvel, Alessandro Finamore, Lixuan Yang, Fuxing Chen, Dario Rossi
2022 J jnl
AppClassNet: a commercial-grade dataset for application identification research.
Comput. Commun. Rev.
Chao Wang, Alessandro Finamore, Lixuan Yang, Kevin Fauvel, Dario Rossi
2022 J jnl
How Much is Enough? A Study on Diffusion Times in Score-based Generative Models.
CoRR
Giulio Franzese, Simone Rossi, Lixuan Yang, Alessandro Finamore, Dario Rossi, Maurizio Filippone, Pietro Michiardi
2022 J jnl
Quality Monitoring and Assessment of Deployed Deep Learning Models for Network AIOps.
CoRR
Lixuan Yang, Dario Rossi
2021 — conf
A First Look at Class Incremental Learning in Deep Learning Mobile Traffic Classification.
TMA
Giampaolo Bovenzi, Lixuan Yang, Alessandro Finamore, Domenico Ciuonzo, Giuseppe Aceto, Antonio Pescapè, Dario Rossi
2021 J jnl
A First Look at Class Incremental Learning in Deep Learning Mobile Traffic Classification.
CoRR
Giampaolo Bovenzi, Lixuan Yang, Alessandro Finamore, Giuseppe Aceto, Domenico Ciuonzo, Antonio Pescapè, Dario Rossi
2021 J jnl
Deep Learning and Traffic Classification: Lessons learned from a commercial-grade dataset with hundreds of encrypted and zero-day applications.
CoRR
Lixuan Yang, Alessandro Finamore, Jun Feng, Dario Rossi
2021 J jnl
Deep Learning and Zero-Day Traffic Classification: Lessons Learned From a Commercial-Grade Dataset.
IEEE Trans. Netw. Serv. Manag.
Lixuan Yang, Alessandro Finamore, Jun Feng, Dario Rossi
2021 J jnl
Quality Monitoring and Assessment of Deployed Deep Learning Models for Network AIOps.
IEEE Netw.
Lixuan Yang, Dario Rossi
2021 J jnl
Thinkback: Task-SpecificOut-of-Distribution Detection.
CoRR
Lixuan Yang, Dario Rossi
2020 J jnl
Heterogeneous Data-Aware Federated Learning.
CoRR
Lixuan Yang, Cedric Beliard, Dario Rossi
2017 — conf
Fully Convolutional Network with Superpixel Parsing for Fashion Web Image Segmentation.
MMM (1)
Lixuan Yang, Helena Rodriguez, Michel Crucianu, Marin Ferecatu
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
2016 — conf
A Global-Local Approach to Extracting Deformable Fashion Items from Web Images.
PCM (2)
Lixuan Yang, Helena Rodriguez, Michel Crucianu, Marin Ferecatu
2016 — conf
Classification-driven Active Contour for Dress Segmentation.
VISIGRAPP (4: VISAPP)
Lixuan Yang, Helena Rodriguez, Michel Crucianu, Marin Ferecatu