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2020 – today
- 2024
[j22]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): 562-566 (2024)- [c33]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 - [i50]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 abs/2401.03488 (2024) - [i49]Shreya Ghosh, Abu Shafin Mohammad Mahdee Jameel, Aly El Gamal:
Improving Transferability of Network Intrusion Detection in a Federated Learning Setup. CoRR abs/2401.03560 (2024) - [i48]Abu Shafin Mohammad Mahdee Jameel, Akshay Malhotra, Aly El Gamal, Shahab Hamidi-Rad:
Deep OFDM Channel Estimation: Capturing Frequency Recurrence. CoRR abs/2401.05436 (2024) - 2023
- [j21]Aanis Ahmad, Aly El Gamal, Dharmendra Saraswat:
Toward Generalization of Deep Learning-Based Plant Disease Identification Under Controlled and Field Conditions. IEEE Access 11: 9042-9057 (2023) - [j20]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): 3372-3399 (2023) - [j19]Venkatesh Sathyanarayanan, Peter Gerstoft, Aly El Gamal:
RML22: Realistic Dataset Generation for Wireless Modulation Classification. IEEE Trans. Wirel. Commun. 22(11): 7663-7675 (2023) - [c32]Venkatesh Sathyanarayanan, Peter Gerstoft, Aly El Gamal:
Data Centric Approach to Modulation Classification. COMSNETS 2023: 340-344 - [c31]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 - [c30]Shreyas Subramanian, Vignesh Ganapathiraman, Aly El Gamal:
Learned Learning Rate Schedules for Deep Neural Network Training Using Reinforcement Learning. Tiny Papers @ ICLR 2023 - [c29]Shreyas Subramanian, Vignesh Ganapathiraman, Aly El Gamal:
Efficient Learning rate schedules for Stochastic Non-negative Matrix Factorization via Reinforcement Learning. Tiny Papers @ ICLR 2023 - [i47]Shreya Ghosh, Abu Shafin Mohammad Mahdee Jameel, Aly El Gamal:
A Study on Transferability of Deep Learning Models for Network Intrusion Detection. CoRR abs/2312.11550 (2023) - 2022
- [j18]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): 4140 (2022) - [c28]Teng-Hui Huang, Aly El Gamal, Hesham El Gamal:
Efficient Multi-View Learning Based on the Information Bottleneck Paradigm. IEEECONF 2022: 1393-1397 - [c27]Teng-Hui Huang, Aly El Gamal, Hesham El Gamal:
On The Multi-View Information Bottleneck Representation. ITW 2022: 37-42 - [i46]Teng-Hui Huang, Aly El Gamal, Hesham El Gamal:
On the Multi-View Information Bottleneck Representation. CoRR abs/2202.02684 (2022) - [i45]Teng-Hui Huang, Aly El Gamal, Hesham El Gamal:
A Linearly Convergent Douglas-Rachford Splitting Solver for Markovian Information-Theoretic Optimization Problems. CoRR abs/2203.07527 (2022) - 2021
- [j17]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): 1559-1563 (2021) - [j16]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): 89-93 (2021) - [j15]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): 133-137 (2021) - [j14]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): 1-4 (2021) - [j13]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): 1156-1170 (2021) - [c26]Teng-Hui Huang, Aly El Gamal:
A Provably Convergent Information Bottleneck Solution via ADMM. ISIT 2021: 43-48 - [c25]Ahmed P. Mohamed, Abu Shafin Mohammad Mahdee Jameel, Aly El Gamal:
Knowledge Distillation for Wireless Edge Learning. SSP 2021: 600-604 - [i44]Teng-Hui Huang, Aly El Gamal:
A Provably Convergent Information Bottleneck Solution via ADMM. CoRR abs/2102.04729 (2021) - [i43]Rehana Mahfuz, Rajeev Sahay, Aly El Gamal:
Mitigating Gradient-based Adversarial Attacks via Denoising and Compression. CoRR abs/2104.01494 (2021) - [i42]Ahmed P. Mohamed, Abu Shafin Mohammad Mahdee Jameel, Aly El Gamal:
Knowledge Distillation For Wireless Edge Learning. CoRR abs/2104.06374 (2021) - [i41]Jinho Yi, Aly El Gamal:
Gradient-based Adversarial Deep Modulation Classification with Data-driven Subsampling. CoRR abs/2104.06375 (2021) - [i40]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 abs/2105.01799 (2021) - [i39]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 abs/2110.12084 (2021) - 2020
- [j12]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: 155-172 (2020) - [j11]Manik Singhal, Tolunay Seyfi, Aly El Gamal:
Joint Uplink-Downlink Cooperative Interference Management With Flexible Cell Associations. IEEE Trans. Commun. 68(9): 5420-5434 (2020) - [j10]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): 1193-1212 (2020) - [j9]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): 1314-1318 (2020) - [j8]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): 1374-1378 (2020) - [i38]Rehana Mahfuz, Rajeev Sahay, Aly El Gamal:
Ensemble Noise Simulation to Handle Uncertainty about Gradient-based Adversarial Attacks. CoRR abs/2001.09486 (2020) - [i37]Kirthi Shankar Sivamani, Rajeev Sahay, Aly El Gamal:
Non-Intrusive Detection of Adversarial Deep Learning Attacks via Observer Networks. CoRR abs/2002.09772 (2020) - [i36]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 abs/2005.01446 (2020) - [i35]Sharan Ramjee, Shengtai Ju, Diyu Yang, Xiaoyu Liu, Aly El Gamal, Yonina C. Eldar:
Ensemble Wrapper Subsampling for Deep Modulation Classification. CoRR abs/2005.04586 (2020) - [i34]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 abs/2007.13824 (2020) - [i33]Rathziel Roncancio, Jupyoung Kim, Aly El Gamal, Jay P. Gore:
Data-driven Analysis of Turbulent Flame Images. CoRR abs/2012.01485 (2020) - [i32]Tolunay Seyfi, Ahmed P. Mohamed, Aly El Gamal:
A Number Theoretic Approach for Fast Discovery of Single-Hop Wireless Networks. CoRR abs/2012.14922 (2020)
2010 – 2019
- 2019
- [j7]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): 2322-2342 (2019) - [j6]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): 5816-5832 (2019) - [j5]Aly El Gamal, Hesham El Gamal:
A Single Coin Monetary Mechanism for Distributed Cooperative Interference Management. IEEE Wirel. Commun. Lett. 8(3): 757-760 (2019) - [c24]Yousef AlHassoun, Faisal Alotaibi, Aly El Gamal, Hesham El Gamal:
Efficient Coded Caching with Limited Memory. Allerton 2019: 268-275 - [c23]Rajeev Sahay, Rehana Mahfuz, Aly El Gamal:
Combatting Adversarial Attacks through Denoising and Dimensionality Reduction: A Cascaded Autoencoder Approach. CISS 2019: 1-6 - [c22]Eleftherios Lampiris, Aly El Gamal, Petros Elia:
Wyner's Network on Caches: Combining Receiver Caching with a Flexible Backhaul. ISIT 2019: 2014-2018 - [c21]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: 2634-2638 - [c20]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: 1-5 - [i31]Sharan Ramjee, Shengtai Ju, Diyu Yang, Xiaoyu Liu, Aly El Gamal, Yonina C. Eldar:
Fast Deep Learning for Automatic Modulation Classification. CoRR abs/1901.05850 (2019) - [i30]Eleftherios Lampiris, Aly El Gamal, Petros Elia:
Wyner's Network on Caches: Combining Receiver Caching with a Flexible Backhaul. CoRR abs/1903.06515 (2019) - [i29]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 abs/1905.08054 (2019) - [i28]Sharan Ramjee, Aly El Gamal:
Efficient Wrapper Feature Selection using Autoencoder and Model Based Elimination. CoRR abs/1905.11592 (2019) - [i27]Rajeev Sahay, Rehana Mahfuz, Aly El Gamal:
A Computationally Efficient Method for Defending Adversarial Deep Learning Attacks. CoRR abs/1906.05599 (2019) - [i26]Yousef AlHassoun, Faisal Alotaibi, Aly El Gamal, Hesham El Gamal:
Optimal Wireless Caching with Placement Cost. CoRR abs/1912.07528 (2019) - [i25]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 abs/1912.11598 (2019) - [i24]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 abs/1912.11896 (2019) - 2018
- [c19]Manik Singhal, Aly El Gamal:
Optimal Cell Associations and Degrees of Freedom of Locally Connected Interference Networks with Message Passing Decoding. ISIT 2018: 1525-1529 - [i23]Tolunay Seyfi, Yasemin Karacora, Aly El Gamal:
Fundamental Limits of Dynamic Interference Management with Flexible Message Assignments. CoRR abs/1807.06004 (2018) - [i22]Aly El Gamal, Hesham El Gamal:
A Blockchain Example for Cooperative Interference Management. CoRR abs/1808.01538 (2018) - [i21]Manik Singhal, Tolunay Seyfi, Aly El Gamal:
Joint Uplink-Downlink Cooperative Interference Management with Flexible Cell Associations. CoRR abs/1811.11986 (2018) - [i20]Rajeev Sahay, Rehana Mahfuz, Aly El Gamal:
Combatting Adversarial Attacks through Denoising and Dimensionality Reduction: A Cascaded Autoencoder Approach. CoRR abs/1812.03087 (2018) - 2017
- [j4]Navid Naderializadeh, Aly El Gamal, Amir Salman Avestimehr:
Fundamental Limits of Non-Coherent Interference Alignment via Matroid Theory. IEEE Trans. Inf. Theory 63(10): 6573-6586 (2017) - [c18]Xiaoyu Liu, Diyu Yang, Aly El Gamal:
Deep neural network architectures for modulation classification. ACSSC 2017: 915-919 - [c17]Yasemin Karacora, Tolunay Seyfi, Aly El Gamal:
The role of transmitter cooperation in linear interference networks with block erasures. ACSSC 2017: 1427-1431 - [c16]Manik Singhal, Aly El Gamal:
Joint uplink-downlink cell associations for interference networks with local connectivity. Allerton 2017: 81-88 - [c15]Aly El Gamal:
Topological interference management: Linear cooperation is not useful for Wyner's networks. ISIT 2017: 1446-1450 - [i19]Manik Singhal, Aly El Gamal:
Joint Uplink-Downlink Cell Associations for Interference Networks with Local Connectivity. CoRR abs/1701.07522 (2017) - [i18]Yasemin Karacora, Tolunay Seyfi, Aly El Gamal:
The Role of Transmitter Cooperation in Linear Interference Networks with Block Erasures. CoRR abs/1701.07524 (2017) - [i17]Aamir Anis, Aly El Gamal, Salman Avestimehr, Antonio Ortega:
A Sampling Theory Perspective of Graph-based Semi-supervised Learning. CoRR abs/1705.09518 (2017) - [i16]Xiaoyu Liu, Diyu Yang, Aly El Gamal:
Deep Neural Network Architectures for Modulation Classification. CoRR abs/1712.00443 (2017) - 2016
- [c14]Aly El Gamal:
Cell associations that maximize the average uplink-downlink degrees of freedom. ISIT 2016: 1461-1465 - [c13]Aly El Gamal:
Cloud-based topological interference management: A case with no cooperative transmission gain. SPAWC 2016: 1-6 - [i15]Aly El Gamal:
Cell Associations that Maximize the Average Uplink-Downlink Degrees of Freedom. CoRR abs/1605.04346 (2016) - [i14]Aly El Gamal:
Cloud-Based Topological Interference Management: A Case with No Cooperative Transmission Gain. CoRR abs/1605.05037 (2016) - [i13]Meghana Bande, Aly El Gamal, Venugopal V. Veeravalli:
Degrees of Freedom in Wireless Interference Networks with Cooperative Transmission and Backhaul Load Constraints. CoRR abs/1610.09453 (2016) - [i12]Aly El Gamal:
On TDMA Optimality in Locally Connected Networks with no CSIT. CoRR abs/1611.01278 (2016) - 2015
- [c12]Aamir Anis, Aly El Gamal, Salman Avestimehr, Antonio Ortega:
Asymptotic justification of bandlimited interpolation of graph signals for semi-supervised learning. ICASSP 2015: 5461-5465 - [c11]Navid Naderializadeh, Aly El Gamal, Amir Salman Avestimehr:
Topological interference management with just retransmission: What are the "Best" topologies? ICC 2015: 4113-4119 - [c10]Aly El Gamal, Navid Naderializadeh, Amir Salman Avestimehr:
When does an ensemble of matrices with randomly scaled rows lose rank? ISIT 2015: 1502-1506 - [c9]Meghana Bande, Aly El Gamal, Venugopal V. Veeravalli:
Flexible backhaul design with cooperative transmission in cellular interference networks. ISIT 2015: 2431-2435 - [i11]Aly El Gamal, Navid Naderializadeh, Amir Salman Avestimehr:
When Does an Ensemble of Matrices with Randomly Scaled Rows Lose Rank? CoRR abs/1501.07544 (2015) - [i10]Navid Naderializadeh, Aly El Gamal, Amir Salman Avestimehr:
Topological Interference Management with just Retransmission: What are the "Best" Topologies? CoRR abs/1502.03147 (2015) - [i9]Aamir Anis, Aly El Gamal, Amir Salman Avestimehr, Antonio Ortega:
Asymptotic Justification of Bandlimited Interpolation of Graph signals for Semi-Supervised Learning. CoRR abs/1502.04248 (2015) - 2014
- [b1]Aly El Gamal:
Interference channels with coordinated multi-point transmission. University of Illinois Urbana-Champaign, USA, 2014 - [j3]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): 3483-3498 (2014) - [c8]Aly El Gamal, Venugopal V. Veeravalli:
Flexible backhaul design and degrees of freedom for linear interference networks. ISIT 2014: 2694-2698 - [i8]Aly El Gamal, Venugopal V. Veeravalli:
Flexible Backhaul Design and Degrees of Freedom for Linear Interference Networks. CoRR abs/1401.3375 (2014) - 2013
- [j2]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): 8099-8114 (2013) - [c7]Aly El Gamal, Venugopal V. Veeravalli:
Dynamic interference management. ACSSC 2013: 1902-1906 - [i7]Aly El Gamal, Venugopal V. Veeravalli:
Dynamic Interference Management. CoRR abs/1312.0040 (2013) - 2012
- [j1]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): 5740-5760 (2012) - [c6]Aly El Gamal, V. Sreekanth Annapureddy, Venugopal V. Veeravalli:
On optimal message assignments for interference channels with CoMP transmission. CISS 2012: 1-6 - [c5]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: 2293-2297 - [c4]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: 1538-1542 - [i6]Aly El Gamal, V. Sreekanth Annapureddy, Venugopal V. Veeravalli:
On Optimal Message Assignments for Interference Channels with CoMP Transmission. CoRR abs/1202.6278 (2012) - [i5]Aly El Gamal, V. Sreekanth Annapureddy, Venugopal V. Veeravalli:
Interference Channels with CoMP: Degrees of Freedom, Message Assignment, and Fractional Reuse. CoRR abs/1211.2897 (2012) - 2011
- [c3]V. Sreekanth Annapureddy, Aly El Gamal, Venugopal V. Veeravalli:
Degrees of freedom of cooperative interference networks. ISIT 2011: 1377-1381 - [i4]Aly El Gamal, V. Sreekanth Annapureddy, Venugopal V. Veeravalli:
Degrees of Freedom (DoF) of Locally Connected Interference Channels with Coordinated Multi-Point (CoMP) Transmission. CoRR abs/1109.1604 (2011) - [i3]V. Sreekanth Annapureddy, Aly El Gamal, Venugopal V. Veeravalli:
Degrees of Freedom of Interference Channels with CoMP Transmission and Reception. CoRR abs/1109.5396 (2011) - 2010
- [c2]V. Sreekanth Annapureddy, Aly El Gamal, Venugopal V. Veeravalli:
Degrees of freedom of the K-user interference channel with transmitter cooperation. ISIT 2010: 385-389 - [i2]Aly El Gamal, Onur Ozan Koyluoglu, Moustafa Youssef, Hesham El Gamal:
The Two Way Wiretap Channel: Theory and Practice. CoRR abs/1006.0778 (2010)
2000 – 2009
- 2009
- [c1]Aly El Gamal, Moustafa Youssef, Hesham El Gamal:
Randomization for Security in Half-Duplex Two-Way Gaussian Channels. GLOBECOM 2009: 1-6 - [i1]Aly El Gamal, Moustafa Youssef, Hesham El Gamal:
Randomization for Security in Half-Duplex Two-Way Gaussian Channels. CoRR abs/0908.3710 (2009)
Coauthor Index
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