Aly El Gamal - RankMe

109 papers B 14Misc 7Journal 75Unranked 12

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Racing Dataset and Baseline Model for Track Detection in Autonomous Racing. CoRR Shreya Ghosh, Yi-Huan Chen, Ching-Hsiang Huang, Abu Shafin Mohammad Mahdee Jameel, Chien Chou Ho, Aly El Gamal, Samuel Labi
2025	J	`jnl`	Developing a Transferable Federated Network Intrusion Detection System. CoRR Abu Shafin Mohammad Mahdee Jameel, Shreya Ghosh, Aly El Gamal
2025	J	`jnl`	FetFIDS: A Feature Embedding Attention based Federated Network Intrusion Detection Algorithm. CoRR Shreya Ghosh, Abu Shafin Mohammad Mahdee Jameel, Aly El Gamal
2024	J	`jnl`	Data-Driven Subsampling in the Presence of an Adversarial Actor. CoRR Abu Shafin Mohammad Mahdee Jameel, Ahmed P. Mohamed, Jinho Yi, Aly El Gamal, Akshay Malhotra
2024	J	`jnl`	Deep OFDM Channel Estimation: Capturing Frequency Recurrence. CoRR Abu Shafin Mohammad Mahdee Jameel, Akshay Malhotra, Aly El Gamal, Shahab Hamidi-Rad
2024	J	`jnl`	Deep OFDM Channel Estimation: Capturing Frequency Recurrence. IEEE Commun. Lett. Abu Shafin Mohammad Mahdee Jameel, Akshay Malhotra, Aly El Gamal, Shahab Hamidi-Rad
2024	J	`jnl`	Improving Transferability of Network Intrusion Detection in a Federated Learning Setup. CoRR Shreya Ghosh, Abu Shafin Mohammad Mahdee Jameel, Aly El Gamal
2024	—	`conf`	Weighted Branch Aggregation Based Deep Learning Model for Track Detection in Autonomous Racing. Tiny Papers @ ICLR Shreya Ghosh, Yi-Huan Chen, Ching-Hsiang Huang, Abu Shafin Mohammad Mahdee Jameel, Aly El Gamal, Samuel Labi
2023	J	`jnl`	A Linearly Convergent Douglas-Rachford Splitting Solver for Markovian Information-Theoretic Optimization Problems. IEEE Trans. Inf. Theory Teng-Hui Huang, Aly El Gamal, Hesham El Gamal
2023	J	`jnl`	A Study on Transferability of Deep Learning Models for Network Intrusion Detection. CoRR Shreya Ghosh, Abu Shafin Mohammad Mahdee Jameel, Aly El Gamal
2023	—	`conf`	An Analysis of Transferability in Network Intrusion Detection using Distributed Deep Learning. Tiny Papers @ ICLR Shreya Ghosh, Abu Shafin Mohammad Mahdee Jameel, Aly El Gamal
2023	Misc	`conf`	Data Centric Approach to Modulation Classification. COMSNETS Venkatesh Sathyanarayanan, Peter Gerstoft, Aly El Gamal
2023	—	`conf`	Efficient Learning rate schedules for Stochastic Non-negative Matrix Factorization via Reinforcement Learning. Tiny Papers @ ICLR Shreyas Subramanian, Vignesh Ganapathiraman, Aly El Gamal
2023	—	`conf`	Learned Learning Rate Schedules for Deep Neural Network Training Using Reinforcement Learning. Tiny Papers @ ICLR Shreyas Subramanian, Vignesh Ganapathiraman, Aly El Gamal
2023	J	`jnl`	RML22: Realistic Dataset Generation for Wireless Modulation Classification. IEEE Trans. Wirel. Commun. Venkatesh Sathyanarayanan, Peter Gerstoft, Aly El Gamal
2023	J	`jnl`	Toward Generalization of Deep Learning-Based Plant Disease Identification Under Controlled and Field Conditions. IEEE Access Aanis Ahmad, Aly El Gamal, Dharmendra Saraswat
2022	J	`jnl`	A Linearly Convergent Douglas-Rachford Splitting Solver for Markovian Information-Theoretic Optimization Problems. CoRR Teng-Hui Huang, Aly El Gamal, Hesham El Gamal
2022	—	`conf`	Efficient Multi-View Learning Based on the Information Bottleneck Paradigm. IEEECONF Teng-Hui Huang, Aly El Gamal, Hesham El Gamal
2022	J	`jnl`	GeoDLS: A Deep Learning-Based Corn Disease Tracking and Location System Using RTK Geolocated UAS Imagery. Remote. Sens. Aanis Ahmad, Varun Aggarwal, Dharmendra Saraswat, Aly El Gamal, Gurmukh Johal
2022	B	`conf`	On The Multi-View Information Bottleneck Representation. ITW Teng-Hui Huang, Aly El Gamal, Hesham El Gamal
2022	J	`jnl`	On the Multi-View Information Bottleneck Representation. CoRR Teng-Hui Huang, Aly El Gamal, Hesham El Gamal
2021	J	`jnl`	A Number Theoretic Approach for Fast Discovery of Single-Hop Wireless Networks. IEEE Netw. Lett. Tolunay Seyfi, Ahmed P. Mohamed, Aly El Gamal
2021	B	`conf`	A Provably Convergent Information Bottleneck Solution via ADMM. ISIT Teng-Hui Huang, Aly El Gamal
2021	J	`jnl`	A Provably Convergent Information Bottleneck Solution via ADMM. CoRR Teng-Hui Huang, Aly El Gamal
2021	J	`jnl`	CD&S Dataset: Handheld Imagery Dataset Acquired Under Field Conditions for Corn Disease Identification and Severity Estimation. CoRR Aanis Ahmad, Dharmendra Saraswat, Aly El Gamal, Gurmukh Johal
2021	J	`jnl`	Deep Learning for DOA Estimation in MIMO Radar Systems via Emulation of Large Antenna Arrays. IEEE Commun. Lett. Aya Mostafa Ahmed, Udaya Sampath K. Perera Miriya Thanthrige, Aly El Gamal, Aydin Sezgin
2021	J	`jnl`	Deep Learning for Frame Error Prediction Using a DARPA Spectrum Collaboration Challenge (SC2) Dataset. IEEE Netw. Lett. Abu Shafin Mohammad Mahdee Jameel, Ahmed P. Mohamed, Xiwen Zhang, Aly El Gamal
2021	J	`jnl`	Ensemble Wrapper Subsampling for Deep Modulation Classification. IEEE Trans. Cogn. Commun. Netw. Sharan Ramjee, Shengtai Ju, Diyu Yang, Xiaoyu Liu, Aly El Gamal, Yonina C. Eldar
2021	J	`jnl`	Gradient-based Adversarial Deep Modulation Classification with Data-driven Subsampling. CoRR Jinho Yi, Aly El Gamal
2021	J	`jnl`	IEEE TCCN Special Section Editorial: Machine Learning and Artificial Intelligence for the Physical Layer. IEEE Trans. Cogn. Commun. Netw. Chunxiao Jiang, Guoru Ding, Aly El Gamal, Andrea Zanella, Oliver Holland, Tim O'Shea
2021	J	`jnl`	Knowledge Distillation For Wireless Edge Learning. CoRR Ahmed P. Mohamed, Abu Shafin Mohammad Mahdee Jameel, Aly El Gamal
2021	—	`conf`	Knowledge Distillation for Wireless Edge Learning. SSP Ahmed P. Mohamed, Abu Shafin Mohammad Mahdee Jameel, Aly El Gamal
2021	J	`jnl`	Mitigating Gradient-based Adversarial Attacks via Denoising and Compression. CoRR Rehana Mahfuz, Rajeev Sahay, Aly El Gamal
2021	J	`jnl`	Towards End-to-End Deep Learning for Autonomous Racing: On Data Collection and a Unified Architecture for Steering and Throttle Prediction. CoRR Shakti N. Wadekar, Benjamin J. Schwartz, Shyam S. Kannan, Manuel Mar, Rohan Kumar Manna, Vishnu Chellapandi, Daniel J. Gonzalez, Aly El Gamal
2020	J	`jnl`	A Number Theoretic Approach for Fast Discovery of Single-Hop Wireless Networks. CoRR Tolunay Seyfi, Ahmed P. Mohamed, Aly El Gamal
2020	J	`jnl`	Data-driven Analysis of Turbulent Flame Images. CoRR Rathziel Roncancio, Jupyoung Kim, Aly El Gamal, Jay P. Gore
2020	J	`jnl`	Deep Learning for Direction of Arrival Estimation via Emulation of Large Antenna Arrays. CoRR Aya Mostafa Ahmed, Udaya Sampath K. Perera Miriya Thanthrige, Aly El Gamal, Aydin Sezgin
2020	J	`jnl`	Deep Learning for Frame Error Prediction using a DARPA Spectrum Collaboration Challenge (SC2) Dataset. CoRR Xiwen Zhang, Abu Shafin Mohammad Mahdee Jameel, Ahmed P. Mohamed, Aly El Gamal
2020	J	`jnl`	Efficient Training of Deep Classifiers for Wireless Source Identification Using Test SNR Estimates. IEEE Wirel. Commun. Lett. Xingchen Wang, Shengtai Ju, Xiwen Zhang, Sharan Ramjee, Aly El Gamal
2020	J	`jnl`	Ensemble Noise Simulation to Handle Uncertainty about Gradient-based Adversarial Attacks. CoRR Rehana Mahfuz, Rajeev Sahay, Aly El Gamal
2020	J	`jnl`	Ensemble Wrapper Subsampling for Deep Modulation Classification. CoRR Sharan Ramjee, Shengtai Ju, Diyu Yang, Xiaoyu Liu, Aly El Gamal, Yonina C. Eldar
2020	J	`jnl`	Fundamental Limits of Dynamic Interference Management With Flexible Message Assignments and Separate Deep Fading Block Coding. IEEE Trans. Inf. Theory Tolunay Seyfi, Yasemin Karacora, Aly El Gamal
2020	J	`jnl`	Joint Uplink-Downlink Cooperative Interference Management With Flexible Cell Associations. IEEE Trans. Commun. Manik Singhal, Tolunay Seyfi, Aly El Gamal
2020	J	`jnl`	Non-Intrusive Detection of Adversarial Deep Learning Attacks via Observer Networks. CoRR Kirthi Shankar Sivamani, Rajeev Sahay, Aly El Gamal
2020	J	`jnl`	On the Design and Analysis of Optimal Wireless Caching Schemes With Placement Cost and Unlimited Memory. IEEE Wirel. Commun. Lett. Yousef AlHassoun, Faisal Alotaibi, Aly El Gamal, Hesham El Gamal
2020	J	`jnl`	Vision Paper: Grand Challenges in Resilience: Autonomous System Resilience through Design and Runtime Measures. IEEE Open J. Comput. Soc. Saurabh Bagchi, Vaneet Aggarwal, Somali Chaterji, Fred Douglis, Aly El Gamal, Jiawei Han, Brian J. Henz, Henry Hoffmann, Suman Jana, Milind Kulkarni, Felix Xiaozhu Lin, Karen B. Marais, Prateek Mittal, Shaoshuai Mou, Xiaokang Qiu, Gesualdo Scutari
2019	J	`jnl`	A Computationally Efficient Method for Defending Adversarial Deep Learning Attacks. CoRR Rajeev Sahay, Rehana Mahfuz, Aly El Gamal
2019	J	`jnl`	A Sampling Theory Perspective of Graph-Based Semi-Supervised Learning. IEEE Trans. Inf. Theory Aamir Anis, Aly El Gamal, Amir Salman Avestimehr, Antonio Ortega
2019	J	`jnl`	A Single Coin Monetary Mechanism for Distributed Cooperative Interference Management. IEEE Wirel. Commun. Lett. Aly El Gamal, Hesham El Gamal
2019	Misc	`conf`	Combatting Adversarial Attacks through Denoising and Dimensionality Reduction: A Cascaded Autoencoder Approach. CISS Rajeev Sahay, Rehana Mahfuz, Aly El Gamal
2019	—	`conf`	Deep Learning for Interference Identification: Band, Training SNR, and Sample Selection. SPAWC Xiwen Zhang, Tolunay Seyfi, Shengtai Ju, Sharan Ramjee, Aly El Gamal, Yonina C. Eldar
2019	J	`jnl`	Deep Learning for Interference Identification: Band, Training SNR, and Sample Selection. CoRR Xiwen Zhang, Tolunay Seyfi, Shengtai Ju, Sharan Ramjee, Aly El Gamal, Yonina C. Eldar
2019	J	`jnl`	Degrees of Freedom in Wireless Interference Networks With Cooperative Transmission and Backhaul Load Constraints. IEEE Trans. Inf. Theory Meghana Bande, Aly El Gamal, Venugopal V. Veeravalli
2019	—	`conf`	Efficient Coded Caching with Limited Memory. Allerton Yousef AlHassoun, Faisal Alotaibi, Aly El Gamal, Hesham El Gamal
2019	J	`jnl`	Efficient Training of Deep Classifiers for Wireless Source Identification using Test SNR Estimates. CoRR Xingchen Wang, Shengtai Ju, Xiwen Zhang, Sharan Ramjee, Aly El Gamal
2019	J	`jnl`	Efficient Wrapper Feature Selection using Autoencoder and Model Based Elimination. CoRR Sharan Ramjee, Aly El Gamal
2019	J	`jnl`	Fast Deep Learning for Automatic Modulation Classification. CoRR Sharan Ramjee, Shengtai Ju, Diyu Yang, Xiaoyu Liu, Aly El Gamal, Yonina C. Eldar
2019	J	`jnl`	Grand Challenges of Resilience: Autonomous System Resilience through Design and Runtime Measures. CoRR Saurabh Bagchi, Vaneet Aggarwal, Somali Chaterji, Fred Douglis, Aly El Gamal, Jiawei Han, Brian J. Henz, Hank Hoffmann, Suman Jana, Milind Kulkarni, Felix Xiaozhu Lin, Karen B. Marais, Prateek Mittal, Shaoshuai Mou, Xiaokang Qiu, Gesualdo Scutari
2019	J	`jnl`	Optimal Wireless Caching with Placement Cost. CoRR Yousef AlHassoun, Faisal Alotaibi, Aly El Gamal, Hesham El Gamal
2019	B	`conf`	Towards Jointly Optimal Placement and Delivery: To Code or Not to Code in Wireless Caching Networks. ISIT Yousef AlHassoun, Faisal Alotaibi, Aly El Gamal, Hesham El Gamal
2019	B	`conf`	Wyner's Network on Caches: Combining Receiver Caching with a Flexible Backhaul. ISIT Eleftherios Lampiris, Aly El Gamal, Petros Elia
2019	J	`jnl`	Wyner's Network on Caches: Combining Receiver Caching with a Flexible Backhaul. CoRR Eleftherios Lampiris, Aly El Gamal, Petros Elia
2018	J	`jnl`	A Blockchain Example for Cooperative Interference Management. CoRR Aly El Gamal, Hesham El Gamal
2018	J	`jnl`	Combatting Adversarial Attacks through Denoising and Dimensionality Reduction: A Cascaded Autoencoder Approach. CoRR Rajeev Sahay, Rehana Mahfuz, Aly El Gamal
2018	J	`jnl`	Fundamental Limits of Dynamic Interference Management with Flexible Message Assignments. CoRR Tolunay Seyfi, Yasemin Karacora, Aly El Gamal
2018	J	`jnl`	Joint Uplink-Downlink Cooperative Interference Management with Flexible Cell Associations. CoRR Manik Singhal, Tolunay Seyfi, Aly El Gamal
2018	B	`conf`	Optimal Cell Associations and Degrees of Freedom of Locally Connected Interference Networks with Message Passing Decoding. ISIT Manik Singhal, Aly El Gamal
2017	J	`jnl`	A Sampling Theory Perspective of Graph-based Semi-supervised Learning. CoRR Aamir Anis, Aly El Gamal, Salman Avestimehr, Antonio Ortega
2017	J	`jnl`	Deep Neural Network Architectures for Modulation Classification. CoRR Xiaoyu Liu, Diyu Yang, Aly El Gamal
2017	Misc	`conf`	Deep neural network architectures for modulation classification. ACSSC Xiaoyu Liu, Diyu Yang, Aly El Gamal
2017	J	`jnl`	Fundamental Limits of Non-Coherent Interference Alignment via Matroid Theory. IEEE Trans. Inf. Theory Navid Naderializadeh, Aly El Gamal, Amir Salman Avestimehr
2017	J	`jnl`	Joint Uplink-Downlink Cell Associations for Interference Networks with Local Connectivity. CoRR Manik Singhal, Aly El Gamal
2017	—	`conf`	Joint uplink-downlink cell associations for interference networks with local connectivity. Allerton Manik Singhal, Aly El Gamal
2017	J	`jnl`	The Role of Transmitter Cooperation in Linear Interference Networks with Block Erasures. CoRR Yasemin Karacora, Tolunay Seyfi, Aly El Gamal
2017	Misc	`conf`	The role of transmitter cooperation in linear interference networks with block erasures. ACSSC Yasemin Karacora, Tolunay Seyfi, Aly El Gamal
2017	B	`conf`	Topological interference management: Linear cooperation is not useful for Wyner's networks. ISIT Aly El Gamal
2016	J	`jnl`	Cell Associations that Maximize the Average Uplink-Downlink Degrees of Freedom. CoRR Aly El Gamal
2016	B	`conf`	Cell associations that maximize the average uplink-downlink degrees of freedom. ISIT Aly El Gamal
2016	J	`jnl`	Cloud-Based Topological Interference Management: A Case with No Cooperative Transmission Gain. CoRR Aly El Gamal
2016	—	`conf`	Cloud-based topological interference management: A case with no cooperative transmission gain. SPAWC Aly El Gamal
2016	J	`jnl`	Degrees of Freedom in Wireless Interference Networks with Cooperative Transmission and Backhaul Load Constraints. CoRR Meghana Bande, Aly El Gamal, Venugopal V. Veeravalli
2016	J	`jnl`	On TDMA Optimality in Locally Connected Networks with no CSIT. CoRR Aly El Gamal
2015	J	`jnl`	Asymptotic Justification of Bandlimited Interpolation of Graph signals for Semi-Supervised Learning. CoRR Aamir Anis, Aly El Gamal, Amir Salman Avestimehr, Antonio Ortega
2015	Misc	`conf`	Asymptotic justification of bandlimited interpolation of graph signals for semi-supervised learning. ICASSP Aamir Anis, Aly El Gamal, Salman Avestimehr, Antonio Ortega
2015	B	`conf`	Flexible backhaul design with cooperative transmission in cellular interference networks. ISIT Meghana Bande, Aly El Gamal, Venugopal V. Veeravalli
2015	J	`jnl`	Topological Interference Management with just Retransmission: What are the "Best" Topologies? CoRR Navid Naderializadeh, Aly El Gamal, Amir Salman Avestimehr
2015	—	`conf`	Topological interference management with just retransmission: What are the "Best" topologies? ICC Navid Naderializadeh, Aly El Gamal, Amir Salman Avestimehr
2015	J	`jnl`	When Does an Ensemble of Matrices with Randomly Scaled Rows Lose Rank? CoRR Aly El Gamal, Navid Naderializadeh, Amir Salman Avestimehr
2015	B	`conf`	When does an ensemble of matrices with randomly scaled rows lose rank? ISIT Aly El Gamal, Navid Naderializadeh, Amir Salman Avestimehr
2014	J	`jnl`	Flexible Backhaul Design and Degrees of Freedom for Linear Interference Networks. CoRR Aly El Gamal, Venugopal V. Veeravalli
2014	B	`conf`	Flexible backhaul design and degrees of freedom for linear interference networks. ISIT Aly El Gamal, Venugopal V. Veeravalli
2014	J	`jnl`	Interference Channels With Coordinated Multipoint Transmission: Degrees of Freedom, Message Assignment, and Fractional Reuse. IEEE Trans. Inf. Theory Aly El Gamal, Venkata Sreekanth Annapureddy, Venugopal V. Veeravalli
2014	—	`—`	Interference channels with coordinated multi-point transmission Aly El Gamal
2013	J	`jnl`	Achievable Secrecy Rate Regions for the Two-Way Wiretap Channel. IEEE Trans. Inf. Theory Aly El Gamal, Onur Ozan Koyluoglu, Moustafa Youssef, Hesham El Gamal
2013	J	`jnl`	Dynamic Interference Management. CoRR Aly El Gamal, Venugopal V. Veeravalli
2013	Misc	`conf`	Dynamic interference management. ACSSC Aly El Gamal, Venugopal V. Veeravalli
2012	J	`jnl`	Degrees of Freedom of Interference Channels With CoMP Transmission and Reception. IEEE Trans. Inf. Theory V. Sreekanth Annapureddy, Aly El Gamal, Venugopal V. Veeravalli
2012	B	`conf`	Degrees of freedom (DoF) of locally connected interference channels with cooperating multiple-antenna transmitters. ISIT Aly El Gamal, V. Sreekanth Annapureddy, Venugopal V. Veeravalli
2012	—	`conf`	Degrees of freedom (DoF) of locally connected interference channels with coordinated multi-point (CoMP) transmission. ICC Aly El Gamal, V. Sreekanth Annapureddy, Venugopal V. Veeravalli
2012	J	`jnl`	Interference Channels with CoMP: Degrees of Freedom, Message Assignment, and Fractional Reuse CoRR Aly El Gamal, V. Sreekanth Annapureddy, Venugopal V. Veeravalli
2012	J	`jnl`	On Optimal Message Assignments for Interference Channels with CoMP Transmission CoRR Aly El Gamal, V. Sreekanth Annapureddy, Venugopal V. Veeravalli
2012	Misc	`conf`	On optimal message assignments for interference channels with CoMP transmission. CISS Aly El Gamal, V. Sreekanth Annapureddy, Venugopal V. Veeravalli
2011	J	`jnl`	Degrees of Freedom (DoF) of Locally Connected Interference Channels with Coordinated Multi-Point (CoMP) Transmission CoRR Aly El Gamal, V. Sreekanth Annapureddy, Venugopal V. Veeravalli
2011	J	`jnl`	Degrees of Freedom of Interference Channels with CoMP Transmission and Reception CoRR V. Sreekanth Annapureddy, Aly El Gamal, Venugopal V. Veeravalli
2011	B	`conf`	Degrees of freedom of cooperative interference networks. ISIT V. Sreekanth Annapureddy, Aly El Gamal, Venugopal V. Veeravalli
2010	B	`conf`	Degrees of freedom of the K-user interference channel with transmitter cooperation. ISIT V. Sreekanth Annapureddy, Aly El Gamal, Venugopal V. Veeravalli
2010	J	`jnl`	The Two Way Wiretap Channel: Theory and Practice CoRR Aly El Gamal, Onur Ozan Koyluoglu, Moustafa Youssef, Hesham El Gamal
2009	J	`jnl`	Randomization for Security in Half-Duplex Two-Way Gaussian Channels CoRR Aly El Gamal, Moustafa Youssef, Hesham El Gamal
2009	B	`conf`	Randomization for Security in Half-Duplex Two-Way Gaussian Channels. GLOBECOM Aly El Gamal, Moustafa Youssef, Hesham El Gamal