Faisal Nadeem Khan

According to our database, Faisal Nadeem Khan authored at least 19 papers between 2010 and 2025.

Collaborative distances:

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

2025

A scalable federated learning-based approach for accurate traffic prediction in edge computing-enabled metro optical networks.

Citong Que, Faisal Nadeem Khan

Comput. Ind. Eng., 2025

COSMIC: Clique-Oriented Semantic Multi-space Integration for Robust CLIP Test-Time Adaptation.

Fanding Huang, Jingyan Jiang, Qinting Jiang, Hebei Li, Faisal Nadeem Khan, Zhi Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Lifelong QoT prediction: an adaptation to real-world optical networks.

Qihang Wang, Zhuojun Cai, Faisal Nadeem Khan

J. Opt. Commun. Netw., 2024

Domain adversarial adaptation framework for few-shot QoT estimation in optical networks.

Zhuojun Cai, Qihang Wang, Yubin Deng, Peng Zhang, Gai Zhou, Yang Li, Faisal Nadeem Khan

J. Opt. Commun. Netw., 2024

2023

Data Perspectives in AI-Assisted Fiber-Optic Communication Networks.

Faisal Nadeem Khan

IEEE Netw., September, 2023

Invariant convolutional neural network for robust and generalizable QoT estimation in fiber-optic networks.

Qihang Wang, Zhuojun Cai, Alan Pak Tao Lau, Yang Li, Faisal Nadeem Khan

J. Opt. Commun. Netw., July, 2023

Machine Learning-Enabled Intelligent Fiber-Optic Communications: Major Obstacles and the Way Forward.

Faisal Nadeem Khan

IEEE Commun. Mag., April, 2023

2022

Deep Learning-Based Signal-to-Noise Ratio Estimation for Underwater Optical Wireless Communication.

Zhenquan Zhao, Bohua Deng, Faisal Nadeem Khan, H. Y. Fu

Proceedings of the 14th IEEE International Conference on Advanced Infocomm Technology, 2022

2021

Performance comparisons between machine learning and analytical models for quality of transmission estimation in wavelength-division-multiplexed systems [Invited].

Jianing Lu, Gai Zhou, Qirui Fan, Dengke Zeng, Changjian Guo, Linyue Lu, Jianqiang Li, Chongjin Xie, Chao Lu, Faisal Nadeem Khan, Alan Pak Tao Lau

JOCN, 2021

2020

Applications of Machine Learning in Optical Communications and Networks.

Faisal Nadeem Khan, Qirui Fan, Jianing Lu, Gai Zhou, Chao Lu, Alan Pak Tao Lau

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

Experimental Comparisons between Machine Learning and Analytical Models for QoT Estimations in WDM Systems.

Qirui Fan, Jianing Lu, Gai Zhou, Derek Zeng, Changjian Guo, Linyue Lu, Jianqiang Li, Chongjin Xie, Chao Lu, Faisal Nadeem Khan, Alan Pak Tao Lau

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

Multimedia Data Encryption and Compression via Hybrid Chaotic Compressive Sensing and Latent Vector Transmission.

Alberto Pepe, H. Y. Fu, Xin Liu, Faisal Nadeem Khan

Proceedings of the 12th International Conference on Advanced Infocomm Technology, 2020

2019

Distributed vibration sensing based on forward transmission and coherent detection.

Yaxi Yan, Changjian Guo, Xiong Wu, Ziqi Lin, Xian Zhou, Faisal Nadeem Khan, Alan Pak Tao Lau, Chao Lu

CoRR, 2019

Field Trial of Machine-Learning-Assisted and SDN-Based Optical Network Management.

Shuangyi Yan, Faisal Nadeem Khan, Alexandros Mavromatis, Qirui Fan, Hilary Frank, Reza Nejabati, Alan Pak Tao Lau, Dimitra Simeonidou

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2019

2018

Optical Performance Monitoring in Fiber-Optic Networks Enabled by Machine Learning Techniques.

Faisal Nadeem Khan, Chao Lu, Alan Pak Tao Lau

Proceedings of the Optical Fiber Communications Conference and Exposition, 2018

2017

Field trial of Machine-Learning-assisted and SDN-based Optical Network Planning with Network-Scale Monitoring Database.

Shuangyi Yan, Faisal Nadeem Khan, Alexandros Mavromatis, Dimitrios Gkounis, Qirui Fan, Foteini Ntavou, Konstantinos Nikolovgenis, Fanchao Meng, Emilio Hugues-Salas, Changjian Guo, Chao Lu, Alan Pak Tao Lau, Reza Nejabati, Dimitra Simeonidou

Proceedings of the European Conference on Optical Communication, 2017

2015

Automatic modulation format/bit-rate classification and signal-to-noise ratio estimation using asynchronous delay-tap sampling.

Faisal Nadeem Khan, Chiew Hoon Teow, Shiu Guong Kiu, Ming Chieng Tan, Yudi Zhou, Waled Hussein Al-Arashi, Alan Pak Tao Lau, Chao Lu

Comput. Electr. Eng., 2015

2014

Simultaneous Optical Performance Monitoring and Modulation Format/Bit-Rate Identification Using Principal Component Analysis.

Ming Chieng Tan, Faisal Nadeem Khan, Waled Hussein Al-Arashi, Yudi Zhou, Alan Pak Tao Lau

JOCN, 2014

2010

Optical performance monitoring techniques for high capacity optical networks.

Chao Lu, Alan Pak Tao Lau, Faisal Nadeem Khan, Qi Sui, Jian Zhao, Zhaohui Li, H. Y. Tam, Alexander Ping-Kong Wai

Proceedings of the 7th International Symposium on Communication Systems Networks and Digital Signal Processing, 2010