Chengxi Li

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 17

Top Topics

Knowledge Transfer

Unsupervised Change Detection

Distributed Learning

Top Venues

IEEE Internet Things J.

IEEE Trans. Signal Process.

IEEE Signal Process. Lett.

IEEE Trans. Geosci. Remote. Sens.

Publications

Chengxi Li, Gang Li, Zhuoyue Wang, Xueqian Wang, Pramod K. Varshney
COMIC: An unsupervised change detection method for heterogeneous remote sensing images based on copula mixtures and Cycle-Consistent Adversarial Networks. Inf. Fusion 106 (2024)
Chengxi Li, Mikael Skoglund
Distributed Learning Based on 1-Bit Gradient Coding in the Presence of Stragglers. IEEE Trans. Commun. 72 (8) (2024)
Zhuoyue Wang, Xueqian Wang, Gang Li, Chengxi Li
Robust Cross-Modal Remote Sensing Image Retrieval via Maximal Correlation Augmentation. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Chengxi Li, Gang Li, Xueqian Wang, Pramod K. Varshney
A Copula-Based Method for Change Detection With Multisensor Optical Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Zhuoyue Wang, Xueqian Wang, Gang Li, Chengxi Li
HGR Maximal Correlation Augmented Cross-Modal Remote Sensing Retrieval. IGARSS (2023)
Chengxi Li, Gang Li, Pramod K. Varshney
Federated Learning With Soft Clustering. IEEE Internet Things J. 9 (10) (2022)
Chengxi Li, Gang Li, Pramod K. Varshney
Decentralized Federated Learning via Mutual Knowledge Transfer. IEEE Internet Things J. 9 (2) (2022)
Chengxi Li, Gang Li, Pramod K. Varshney
Distributed detection of sparse signals with censoring sensors in clustered sensor networks. Inf. Fusion (2022)
Chengxi Li, Gang Li, Pramod K. Varshney
Robust Federated Opportunistic Learning in the Presence of Label Quality Disparity. IEEE Internet Things J. 9 (13) (2022)
Chengxi Li, Gang Li, Pramod K. Varshney
Communication-Efficient Federated Learning Based on Compressed Sensing. IEEE Internet Things J. 8 (20) (2021)
Chengxi Li, Gang Li, Pramod K. Varshney
Distributed Detection of Sparse Signals With Censoring Sensors Via Locally Most Powerful Test. IEEE Signal Process. Lett. 27 (2020)
Chengxi Li, Gang Li, Pramod K. Varshney
Decentralized Federated Learning via Mutual Knowledge Transfer. CoRR (2020)
Chengxi Li, Gang Li, Pramod K. Varshney
Distributed Detection of Sparse Signals With Physical Layer Secrecy Constraints: A Falsified Censoring Strategy. IEEE Trans. Signal Process. 68 (2020)
Chengxi Li, Gang Li, Pramod K. Varshney
Distributed Detection of Sparse Stochastic Signals With 1-Bit Data in Tree-Structured Sensor Networks. IEEE Trans. Signal Process. 68 (2020)
Chengxi Li, Gang Li, Pramod K. Varshney
Distributed Detection of Sparse Signals with 1-Bit Data in Two-Level Two-Degree Tree-Structured Sensor Networks. ICASSP (2020)
Chengxi Li, Gang Li, Bhavya Kailkhura, Pramod K. Varshney
Secure Distributed Detection of Sparse Signals via Falsification of Local Compressive Measurements. IEEE Trans. Signal Process. 67 (18) (2019)
Chengxi Li, You He, Xueqian Wang, Gang Li, Pramod K. Varshney
Distributed Detection of Sparse Stochastic Signals via Fusion of 1-bit Local Likelihood Ratios. IEEE Signal Process. Lett. 26 (12) (2019)