2024
Augmenting Radio Signals With Wavelet Transform for Deep Learning-Based Modulation Recognition.
IEEE Trans. Cogn. Commun. Netw., December, 2024

FM-Based Positioning via Deep Learning.
IEEE J. Sel. Areas Commun., September, 2024

PCSP: A Novel Class Discovery Algorithm for Radio Signal Classification.
IEEE Trans. Cogn. Commun. Netw., August, 2024

Deep Learning-Based DOA Estimation.
IEEE Trans. Cogn. Commun. Netw., June, 2024

MASSnet: Deep-Learning-Based Multiple-Antenna Spectrum Sensing for Cognitive-Radio-Enabled Internet of Things.
IEEE Internet Things J., April, 2024

DeepSIG: A Hybrid Heterogeneous Deep Learning Framework for Radio Signal Classification.
IEEE Trans. Wirel. Commun., January, 2024

Query-Efficient Adversarial Attack Against Vertical Federated Graph Learning.
CoRR, 2024

Movie Gen: A Cast of Media Foundation Models.
CoRR, 2024

Animated Stickers: Bringing Stickers to Life with Video Diffusion.
CoRR, 2024

AVID: Any-Length Video Inpainting with Diffusion Model.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Toward Next-Generation Signal Intelligence: A Hybrid Knowledge and Data-Driven Deep Learning Framework for Radio Signal Classification.
IEEE Trans. Cogn. Commun. Netw., June, 2023

Adversarial Attacks on Deep Learning-Based DOA Estimation With Covariance Input.
IEEE Signal Process. Lett., 2023

2022
Model agnostic domain adaptation: application to fraud detection. (Adaptation de domaine agnostique au modèle: application à la détection de fraude).
PhD thesis, 2022

Detection of Direct Sequence Spread Spectrum Signals Based on Deep Learning.
IEEE Trans. Cogn. Commun. Netw., 2022

Interpretable domain adaptation using unsupervised feature selection on pre-trained source models.
Neurocomputing, 2022

Interpretable Domain Adaptation for Hidden Subdomain Alignment in the Context of Pre-trained Source Models.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Meta-Learning Based Dynamic Computation Task Offloading for Mobile Edge Computing Networks.
IEEE Commun. Lett., 2021

The Application and Challenge of Artificial Intelligence Technology in the Field of Financial Economy.
Proceedings of the AIAM 2021: 3rd International Conference on Artificial Intelligence and Advanced Manufacture, Manchester, United Kingdom, October 23, 2021

2020
Target to Source Coordinate-Wise Adaptation of Pre-trained Models.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

Deep Learning Methods for Virus Identification from Digital Images.
Proceedings of the 35th International Conference on Image and Vision Computing New Zealand, 2020

Cloth Region Segmentation for Robust Grasp Selection.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Atari-HEAD: Atari Human Eye-Tracking and Demonstration Dataset.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Optimal Communication Scheduling in the Smart Grid.
IEEE Trans. Ind. Informatics, 2019

Multi-Server Multi-User Multi-Task Computation Offloading for Mobile Edge Computing Networks.
Sensors, 2019

Atari-HEAD: Atari Human Eye-Tracking and Demonstration Dataset.
CoRR, 2019

2018
AGIL: Learning Attention from Human for Visuomotor Tasks.
Proceedings of the Computer Vision - ECCV 2018, 2018

Learning Attention Model From Human for Visuomotor Tasks.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018