Faisal Nadeem Khan

25 papers A* 1Journal 14Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ML-aided robust transmission and reconstruction of sensor images in challenging water-to-air visible light communication systems. J. Frankl. Inst. Qiujun Jin, Zecong Liu, Xun Guan, Faisal Nadeem Khan
2025	J	`jnl`	A scalable federated learning-based approach for accurate traffic prediction in edge computing-enabled metro optical networks. Comput. Ind. Eng. Citong Que, Faisal Nadeem Khan
2025	J	`jnl`	Beyond the Exploration-Exploitation Trade-off: A Hidden State Approach for LLM Reasoning in RLVR. CoRR Fanding Huang, Guanbo Huang, Xiao Fan, Yi He, Xiao Liang, Xiao Chen, Qinting Jiang, Faisal Nadeem Khan, Jingyan Jiang, Zhi Wang
2025	A*	`conf`	COSMIC: Clique-Oriented Semantic Multi-space Integration for Robust CLIP Test-Time Adaptation. CVPR Fanding Huang, Jingyan Jiang, Qinting Jiang, Hebei Li, Faisal Nadeem Khan, Zhi Wang
2025	J	`jnl`	COSMIC: Clique-Oriented Semantic Multi-space Integration for Robust CLIP Test-Time Adaptation. CoRR Fanding Huang, Jingyan Jiang, Qinting Jiang, Hebei Li, Faisal Nadeem Khan, Zhi Wang
2025	—	`conf`	Experimental Demonstration of Proactive Inline-EDFAs' Gain Degradation Detection and Localization in Optical Networks. ECOC Hongcheng Wu, Qi Hu, Zhuojun Cai, Gai Zhou, Kangping Zhong, Faisal Nadeem Khan
2025	—	`conf`	LP-VAE: Real-Time and Parameters' Uncertainty-Tolerant Launch-Power Optimization for UWB ISRS-Impaired Optical Links. ECOC Zhuojun Cai, Yaoyuan Liang, Faisal Nadeem Khan
2025	J	`jnl`	TopoFreer: Towards Topology-Free Cellular Traffic Prediction Through Self-Adaptive Local Spatio-Temporal Graph Convolution. IEEE Netw. Lett. Citong Que, Faisal Nadeem Khan
2024	J	`jnl`	Domain adversarial adaptation framework for few-shot QoT estimation in optical networks. J. Opt. Commun. Netw. Zhuojun Cai, Qihang Wang, Yubin Deng, Peng Zhang, Gai Zhou, Yang Li, Faisal Nadeem Khan
2024	J	`jnl`	Lifelong QoT prediction: an adaptation to real-world optical networks. J. Opt. Commun. Netw. Qihang Wang, Zhuojun Cai, Faisal Nadeem Khan
2023	J	`jnl`	Data Perspectives in AI-Assisted Fiber-Optic Communication Networks. IEEE Netw. Faisal Nadeem Khan
2023	J	`jnl`	Invariant convolutional neural network for robust and generalizable QoT estimation in fiber-optic networks. J. Opt. Commun. Netw. Qihang Wang, Zhuojun Cai, Alan Pak Tao Lau, Yang Li, Faisal Nadeem Khan
2023	J	`jnl`	Machine Learning-Enabled Intelligent Fiber-Optic Communications: Major Obstacles and the Way Forward. IEEE Commun. Mag. Faisal Nadeem Khan
2022	—	`conf`	Deep Learning-Based Signal-to-Noise Ratio Estimation for Underwater Optical Wireless Communication. ICAIT Zhenquan Zhao, Bohua Deng, Faisal Nadeem Khan, H. Y. Fu
2021	J	`jnl`	Performance comparisons between machine learning and analytical models for quality of transmission estimation in wavelength-division-multiplexed systems [Invited]. JOCN 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
2020	—	`conf`	Applications of Machine Learning in Optical Communications and Networks. OFC Faisal Nadeem Khan, Qirui Fan, Jianing Lu, Gai Zhou, Chao Lu, Alan Pak Tao Lau
2020	—	`conf`	Experimental Comparisons between Machine Learning and Analytical Models for QoT Estimations in WDM Systems. OFC 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
2020	—	`conf`	Multimedia Data Encryption and Compression via Hybrid Chaotic Compressive Sensing and Latent Vector Transmission. ICAIT Alberto Pepe, H. Y. Fu, Xin Liu, Faisal Nadeem Khan
2019	J	`jnl`	Distributed vibration sensing based on forward transmission and coherent detection. CoRR Yaxi Yan, Changjian Guo, Xiong Wu, Ziqi Lin, Xian Zhou, Faisal Nadeem Khan, Alan Pak Tao Lau, Chao Lu
2019	—	`conf`	Field Trial of Machine-Learning-Assisted and SDN-Based Optical Network Management. OFC Shuangyi Yan, Faisal Nadeem Khan, Alexandros Mavromatis, Qirui Fan, Hilary Frank, Reza Nejabati, Alan Pak Tao Lau, Dimitra Simeonidou
2018	—	`conf`	Optical Performance Monitoring in Fiber-Optic Networks Enabled by Machine Learning Techniques. OFC Faisal Nadeem Khan, Chao Lu, Alan Pak Tao Lau
2017	—	`conf`	Field trial of Machine-Learning-assisted and SDN-based Optical Network Planning with Network-Scale Monitoring Database. ECOC 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
2015	J	`jnl`	Automatic modulation format/bit-rate classification and signal-to-noise ratio estimation using asynchronous delay-tap sampling. Comput. Electr. Eng. Faisal Nadeem Khan, Chiew Hoon Teow, Shiu Guong Kiu, Ming Chieng Tan, Yudi Zhou, Waled Hussein Al-Arashi, Alan Pak Tao Lau, Chao Lu
2014	J	`jnl`	Simultaneous Optical Performance Monitoring and Modulation Format/Bit-Rate Identification Using Principal Component Analysis. JOCN Ming Chieng Tan, Faisal Nadeem Khan, Waled Hussein Al-Arashi, Yudi Zhou, Alan Pak Tao Lau
2010	—	`conf`	Optical performance monitoring techniques for high capacity optical networks. CSNDSP Chao Lu, Alan Pak Tao Lau, Faisal Nadeem Khan, Qi Sui, Jian Zhao, Zhaohui Li, H. Y. Tam, Alexander Ping-Kong Wai