Aly El Gamal

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 79

Top Venues

CoRR

ISIT

IEEE Trans. Inf. Theory

Tiny Papers @ ICLR

Publications

Abu Shafin Mohammad Mahdee Jameel, Ahmed P. Mohamed, Jinho Yi, Aly El Gamal, Akshay Malhotra
Data-Driven Subsampling in the Presence of an Adversarial Actor. CoRR (2024)
Shreya Ghosh, Yi-Huan Chen, Ching-Hsiang Huang, Abu Shafin Mohammad Mahdee Jameel, Aly El Gamal, Samuel Labi
Weighted Branch Aggregation Based Deep Learning Model for Track Detection in Autonomous Racing. Tiny Papers @ ICLR (2024)
Abu Shafin Mohammad Mahdee Jameel, Akshay Malhotra, Aly El Gamal, Shahab Hamidi-Rad
Deep OFDM Channel Estimation: Capturing Frequency Recurrence. CoRR (2024)
Abu Shafin Mohammad Mahdee Jameel, Akshay Malhotra, Aly El Gamal, Shahab Hamidi-Rad
Deep OFDM Channel Estimation: Capturing Frequency Recurrence. IEEE Commun. Lett. 28 (3) (2024)
Shreya Ghosh, Abu Shafin Mohammad Mahdee Jameel, Aly El Gamal
Improving Transferability of Network Intrusion Detection in a Federated Learning Setup. CoRR (2024)
Shreyas Subramanian, Vignesh Ganapathiraman, Aly El Gamal
Learned Learning Rate Schedules for Deep Neural Network Training Using Reinforcement Learning. Tiny Papers @ ICLR (2023)
Teng-Hui Huang, Aly El Gamal, Hesham El Gamal
A Linearly Convergent Douglas-Rachford Splitting Solver for Markovian Information-Theoretic Optimization Problems. IEEE Trans. Inf. Theory 69 (5) (2023)
Venkatesh Sathyanarayanan, Peter Gerstoft, Aly El Gamal
RML22: Realistic Dataset Generation for Wireless Modulation Classification. IEEE Trans. Wirel. Commun. 22 (11) (2023)
Shreya Ghosh, Abu Shafin Mohammad Mahdee Jameel, Aly El Gamal
An Analysis of Transferability in Network Intrusion Detection using Distributed Deep Learning. Tiny Papers @ ICLR (2023)
Aanis Ahmad, Aly El Gamal, Dharmendra Saraswat
Toward Generalization of Deep Learning-Based Plant Disease Identification Under Controlled and Field Conditions. IEEE Access 11 (2023)
Venkatesh Sathyanarayanan, Peter Gerstoft, Aly El Gamal
Data Centric Approach to Modulation Classification. COMSNETS (2023)
Shreyas Subramanian, Vignesh Ganapathiraman, Aly El Gamal
Efficient Learning rate schedules for Stochastic Non-negative Matrix Factorization via Reinforcement Learning. Tiny Papers @ ICLR (2023)
Shreya Ghosh, Abu Shafin Mohammad Mahdee Jameel, Aly El Gamal
A Study on Transferability of Deep Learning Models for Network Intrusion Detection. CoRR (2023)
Teng-Hui Huang, Aly El Gamal, Hesham El Gamal
A Linearly Convergent Douglas-Rachford Splitting Solver for Markovian Information-Theoretic Optimization Problems. CoRR (2022)
Aanis Ahmad, Varun Aggarwal, Dharmendra Saraswat, Aly El Gamal, Gurmukh Johal
GeoDLS: A Deep Learning-Based Corn Disease Tracking and Location System Using RTK Geolocated UAS Imagery. Remote. Sens. 14 (17) (2022)
Teng-Hui Huang, Aly El Gamal, Hesham El Gamal
On The Multi-View Information Bottleneck Representation. ITW (2022)
Teng-Hui Huang, Aly El Gamal, Hesham El Gamal
Efficient Multi-View Learning Based on the Information Bottleneck Paradigm. IEEECONF (2022)
Teng-Hui Huang, Aly El Gamal, Hesham El Gamal
On the Multi-View Information Bottleneck Representation. CoRR (2022)
Abu Shafin Mohammad Mahdee Jameel, Ahmed P. Mohamed, Xiwen Zhang, Aly El Gamal
Deep Learning for Frame Error Prediction Using a DARPA Spectrum Collaboration Challenge (SC2) Dataset. IEEE Netw. Lett. 3 (3) (2021)
Teng-Hui Huang, Aly El Gamal
A Provably Convergent Information Bottleneck Solution via ADMM. CoRR (2021)
Sharan Ramjee, Shengtai Ju, Diyu Yang, Xiaoyu Liu, Aly El Gamal, Yonina C. Eldar
Ensemble Wrapper Subsampling for Deep Modulation Classification. IEEE Trans. Cogn. Commun. Netw. 7 (4) (2021)
Aanis Ahmad, Dharmendra Saraswat, Aly El Gamal, Gurmukh Johal
CD&S Dataset: Handheld Imagery Dataset Acquired Under Field Conditions for Corn Disease Identification and Severity Estimation. CoRR (2021)
Chunxiao Jiang, Guoru Ding, Aly El Gamal, Andrea Zanella, Oliver Holland, Tim O'Shea
IEEE TCCN Special Section Editorial: Machine Learning and Artificial Intelligence for the Physical Layer. IEEE Trans. Cogn. Commun. Netw. 7 (1) (2021)
Teng-Hui Huang, Aly El Gamal
A Provably Convergent Information Bottleneck Solution via ADMM. ISIT (2021)
Jinho Yi, Aly El Gamal
Gradient-based Adversarial Deep Modulation Classification with Data-driven Subsampling. CoRR (2021)
Aya Mostafa Ahmed, Udaya Sampath K. Perera Miriya Thanthrige, Aly El Gamal, Aydin Sezgin
Deep Learning for DOA Estimation in MIMO Radar Systems via Emulation of Large Antenna Arrays. IEEE Commun. Lett. 25 (5) (2021)
Rehana Mahfuz, Rajeev Sahay, Aly El Gamal
Mitigating Gradient-based Adversarial Attacks via Denoising and Compression. CoRR (2021)
Ahmed P. Mohamed, Abu Shafin Mohammad Mahdee Jameel, Aly El Gamal
Knowledge Distillation For Wireless Edge Learning. CoRR (2021)
Shakti N. Wadekar, Benjamin J. Schwartz, Shyam S. Kannan, Manuel Mar, Rohan Kumar Manna, Vishnu Chellapandi, Daniel J. Gonzalez, Aly El Gamal
Towards End-to-End Deep Learning for Autonomous Racing: On Data Collection and a Unified Architecture for Steering and Throttle Prediction. CoRR (2021)
Tolunay Seyfi, Ahmed P. Mohamed, Aly El Gamal
A Number Theoretic Approach for Fast Discovery of Single-Hop Wireless Networks. IEEE Netw. Lett. 3 (2) (2021)
Ahmed P. Mohamed, Abu Shafin Mohammad Mahdee Jameel, Aly El Gamal
Knowledge Distillation for Wireless Edge Learning. SSP (2021)
Yousef AlHassoun, Faisal Alotaibi, Aly El Gamal, Hesham El Gamal
On the Design and Analysis of Optimal Wireless Caching Schemes With Placement Cost and Unlimited Memory. IEEE Wirel. Commun. Lett. 9 (9) (2020)
Tolunay Seyfi, Ahmed P. Mohamed, Aly El Gamal
A Number Theoretic Approach for Fast Discovery of Single-Hop Wireless Networks. CoRR (2020)
Sharan Ramjee, Shengtai Ju, Diyu Yang, Xiaoyu Liu, Aly El Gamal, Yonina C. Eldar
Ensemble Wrapper Subsampling for Deep Modulation Classification. CoRR (2020)
Rehana Mahfuz, Rajeev Sahay, Aly El Gamal
Ensemble Noise Simulation to Handle Uncertainty about Gradient-based Adversarial Attacks. CoRR (2020)
Manik Singhal, Tolunay Seyfi, Aly El Gamal
Joint Uplink-Downlink Cooperative Interference Management With Flexible Cell Associations. IEEE Trans. Commun. 68 (9) (2020)
Kirthi Shankar Sivamani, Rajeev Sahay, Aly El Gamal
Non-Intrusive Detection of Adversarial Deep Learning Attacks via Observer Networks. CoRR (2020)
Tolunay Seyfi, Yasemin Karacora, Aly El Gamal
Fundamental Limits of Dynamic Interference Management With Flexible Message Assignments and Separate Deep Fading Block Coding. IEEE Trans. Inf. Theory 66 (2) (2020)
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
Vision Paper: Grand Challenges in Resilience: Autonomous System Resilience through Design and Runtime Measures. IEEE Open J. Comput. Soc. 1 (2020)
Xiwen Zhang, Abu Shafin Mohammad Mahdee Jameel, Ahmed P. Mohamed, Aly El Gamal
Deep Learning for Frame Error Prediction using a DARPA Spectrum Collaboration Challenge (SC2) Dataset. CoRR (2020)
Xingchen Wang, Shengtai Ju, Xiwen Zhang, Sharan Ramjee, Aly El Gamal
Efficient Training of Deep Classifiers for Wireless Source Identification Using Test SNR Estimates. IEEE Wirel. Commun. Lett. 9 (8) (2020)
Rathziel Roncancio, Jupyoung Kim, Aly El Gamal, Jay P. Gore
Data-driven Analysis of Turbulent Flame Images. CoRR (2020)
Aya Mostafa Ahmed, Udaya Sampath K. Perera Miriya Thanthrige, Aly El Gamal, Aydin Sezgin
Deep Learning for Direction of Arrival Estimation via Emulation of Large Antenna Arrays. CoRR (2020)
Xingchen Wang, Shengtai Ju, Xiwen Zhang, Sharan Ramjee, Aly El Gamal
Efficient Training of Deep Classifiers for Wireless Source Identification using Test SNR Estimates. CoRR (2019)
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
Grand Challenges of Resilience: Autonomous System Resilience through Design and Runtime Measures. CoRR (2019)
Xiwen Zhang, Tolunay Seyfi, Shengtai Ju, Sharan Ramjee, Aly El Gamal, Yonina C. Eldar
Deep Learning for Interference Identification: Band, Training SNR, and Sample Selection. CoRR (2019)
Meghana Bande, Aly El Gamal, Venugopal V. Veeravalli
Degrees of Freedom in Wireless Interference Networks With Cooperative Transmission and Backhaul Load Constraints. IEEE Trans. Inf. Theory 65 (9) (2019)
Sharan Ramjee, Shengtai Ju, Diyu Yang, Xiaoyu Liu, Aly El Gamal, Yonina C. Eldar
Fast Deep Learning for Automatic Modulation Classification. CoRR (2019)
Eleftherios Lampiris, Aly El Gamal, Petros Elia
Wyner's Network on Caches: Combining Receiver Caching with a Flexible Backhaul. ISIT (2019)
Eleftherios Lampiris, Aly El Gamal, Petros Elia
Wyner's Network on Caches: Combining Receiver Caching with a Flexible Backhaul. CoRR (2019)
Rajeev Sahay, Rehana Mahfuz, Aly El Gamal
Combatting Adversarial Attacks through Denoising and Dimensionality Reduction: A Cascaded Autoencoder Approach. CISS (2019)
Xiwen Zhang, Tolunay Seyfi, Shengtai Ju, Sharan Ramjee, Aly El Gamal, Yonina C. Eldar
Deep Learning for Interference Identification: Band, Training SNR, and Sample Selection. SPAWC (2019)
Yousef AlHassoun, Faisal Alotaibi, Aly El Gamal, Hesham El Gamal
Efficient Coded Caching with Limited Memory. Allerton (2019)
Yousef AlHassoun, Faisal Alotaibi, Aly El Gamal, Hesham El Gamal
Optimal Wireless Caching with Placement Cost. CoRR (2019)
Aamir Anis, Aly El Gamal, Amir Salman Avestimehr, Antonio Ortega
A Sampling Theory Perspective of Graph-Based Semi-Supervised Learning. IEEE Trans. Inf. Theory 65 (4) (2019)
Rajeev Sahay, Rehana Mahfuz, Aly El Gamal
A Computationally Efficient Method for Defending Adversarial Deep Learning Attacks. CoRR (2019)
Yousef AlHassoun, Faisal Alotaibi, Aly El Gamal, Hesham El Gamal
Towards Jointly Optimal Placement and Delivery: To Code or Not to Code in Wireless Caching Networks. ISIT (2019)
Sharan Ramjee, Aly El Gamal
Efficient Wrapper Feature Selection using Autoencoder and Model Based Elimination. CoRR (2019)
Aly El Gamal, Hesham El Gamal
A Single Coin Monetary Mechanism for Distributed Cooperative Interference Management. IEEE Wirel. Commun. Lett. 8 (3) (2019)
Tolunay Seyfi, Yasemin Karacora, Aly El Gamal
Fundamental Limits of Dynamic Interference Management with Flexible Message Assignments. CoRR (2018)
Rajeev Sahay, Rehana Mahfuz, Aly El Gamal
Combatting Adversarial Attacks through Denoising and Dimensionality Reduction: A Cascaded Autoencoder Approach. CoRR (2018)
Manik Singhal, Tolunay Seyfi, Aly El Gamal
Joint Uplink-Downlink Cooperative Interference Management with Flexible Cell Associations. CoRR (2018)
Aly El Gamal, Hesham El Gamal
A Blockchain Example for Cooperative Interference Management. CoRR (2018)
Manik Singhal, Aly El Gamal
Optimal Cell Associations and Degrees of Freedom of Locally Connected Interference Networks with Message Passing Decoding. ISIT (2018)
Manik Singhal, Aly El Gamal
Joint Uplink-Downlink Cell Associations for Interference Networks with Local Connectivity. CoRR (2017)
Xiaoyu Liu, Diyu Yang, Aly El Gamal
Deep neural network architectures for modulation classification. ACSSC (2017)
Yasemin Karacora, Tolunay Seyfi, Aly El Gamal
The role of transmitter cooperation in linear interference networks with block erasures. ACSSC (2017)
Yasemin Karacora, Tolunay Seyfi, Aly El Gamal
The Role of Transmitter Cooperation in Linear Interference Networks with Block Erasures. CoRR (2017)
Navid Naderializadeh, Aly El Gamal, Amir Salman Avestimehr
Fundamental Limits of Non-Coherent Interference Alignment via Matroid Theory. IEEE Trans. Inf. Theory 63 (10) (2017)
Aly El Gamal
Topological interference management: Linear cooperation is not useful for Wyner's networks. ISIT (2017)
Aamir Anis, Aly El Gamal, Salman Avestimehr, Antonio Ortega
A Sampling Theory Perspective of Graph-based Semi-supervised Learning. CoRR (2017)
Manik Singhal, Aly El Gamal
Joint uplink-downlink cell associations for interference networks with local connectivity. Allerton (2017)
Xiaoyu Liu, Diyu Yang, Aly El Gamal
Deep Neural Network Architectures for Modulation Classification. CoRR (2017)
Aly El Gamal
Cloud-Based Topological Interference Management: A Case with No Cooperative Transmission Gain. CoRR (2016)
Aly El Gamal
On TDMA Optimality in Locally Connected Networks with no CSIT. CoRR (2016)
Aly El Gamal
Cell associations that maximize the average uplink-downlink degrees of freedom. ISIT (2016)
Aly El Gamal
Cell Associations that Maximize the Average Uplink-Downlink Degrees of Freedom. CoRR (2016)
Aly El Gamal
Cloud-based topological interference management: A case with no cooperative transmission gain. SPAWC (2016)
Meghana Bande, Aly El Gamal, Venugopal V. Veeravalli
Degrees of Freedom in Wireless Interference Networks with Cooperative Transmission and Backhaul Load Constraints. CoRR (2016)
Aamir Anis, Aly El Gamal, Salman Avestimehr, Antonio Ortega
Asymptotic justification of bandlimited interpolation of graph signals for semi-supervised learning. ICASSP (2015)
Meghana Bande, Aly El Gamal, Venugopal V. Veeravalli
Flexible backhaul design with cooperative transmission in cellular interference networks. ISIT (2015)
Aamir Anis, Aly El Gamal, Amir Salman Avestimehr, Antonio Ortega
Asymptotic Justification of Bandlimited Interpolation of Graph signals for Semi-Supervised Learning. CoRR (2015)
Navid Naderializadeh, Aly El Gamal, Amir Salman Avestimehr
Topological Interference Management with just Retransmission: What are the "Best" Topologies? CoRR (2015)
Aly El Gamal, Navid Naderializadeh, Amir Salman Avestimehr
When Does an Ensemble of Matrices with Randomly Scaled Rows Lose Rank? CoRR (2015)
Navid Naderializadeh, Aly El Gamal, Amir Salman Avestimehr
Topological interference management with just retransmission: What are the "Best" topologies? ICC (2015)
Aly El Gamal, Navid Naderializadeh, Amir Salman Avestimehr
When does an ensemble of matrices with randomly scaled rows lose rank? ISIT (2015)
Aly El Gamal, Venugopal V. Veeravalli
Flexible Backhaul Design and Degrees of Freedom for Linear Interference Networks. CoRR (2014)
Aly El Gamal, Venugopal V. Veeravalli
Flexible backhaul design and degrees of freedom for linear interference networks. ISIT (2014)
Aly El Gamal, Venkata Sreekanth Annapureddy, Venugopal V. Veeravalli
Interference Channels With Coordinated Multipoint Transmission: Degrees of Freedom, Message Assignment, and Fractional Reuse. IEEE Trans. Inf. Theory 60 (6) (2014)
Aly El Gamal, Venugopal V. Veeravalli
Dynamic Interference Management. CoRR (2013)
Aly El Gamal, Venugopal V. Veeravalli
Dynamic interference management. ACSSC (2013)
Aly El Gamal, Onur Ozan Koyluoglu, Moustafa Youssef, Hesham El Gamal
Achievable Secrecy Rate Regions for the Two-Way Wiretap Channel. IEEE Trans. Inf. Theory 59 (12) (2013)
Aly El Gamal, V. Sreekanth Annapureddy, Venugopal V. Veeravalli
On optimal message assignments for interference channels with CoMP transmission. CISS (2012)
Aly El Gamal, V. Sreekanth Annapureddy, Venugopal V. Veeravalli
Degrees of freedom (DoF) of locally connected interference channels with coordinated multi-point (CoMP) transmission. ICC (2012)
V. Sreekanth Annapureddy, Aly El Gamal, Venugopal V. Veeravalli
Degrees of Freedom of Interference Channels With CoMP Transmission and Reception. IEEE Trans. Inf. Theory 58 (9) (2012)
Aly El Gamal, V. Sreekanth Annapureddy, Venugopal V. Veeravalli
Interference Channels with CoMP: Degrees of Freedom, Message Assignment, and Fractional Reuse CoRR (2012)
Aly El Gamal, V. Sreekanth Annapureddy, Venugopal V. Veeravalli
On Optimal Message Assignments for Interference Channels with CoMP Transmission CoRR (2012)
Aly El Gamal, V. Sreekanth Annapureddy, Venugopal V. Veeravalli
Degrees of freedom (DoF) of locally connected interference channels with cooperating multiple-antenna transmitters. ISIT (2012)
V. Sreekanth Annapureddy, Aly El Gamal, Venugopal V. Veeravalli
Degrees of Freedom of Interference Channels with CoMP Transmission and Reception CoRR (2011)
V. Sreekanth Annapureddy, Aly El Gamal, Venugopal V. Veeravalli
Degrees of freedom of cooperative interference networks. ISIT (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Aly El Gamal