Ramy E. Ali

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All published works

Action	Title	Year	Authors
+	Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning	2023	Jinhyun So Ramy E. Ali Başak Güler Jiantao Jiao A. Salman Avestimehr
+	Comments on CausalEC: A Causally Consistent Data Storage Algorithm Based on Cross-Object Erasure Coding	2023	Ramy E. Ali
+	All Rivers Run to the Sea: Private Learning with Asymmetric Flows	2023	Yue Niu Ramy E. Ali Saurav Prakash Salman Avestimehr
+ PDF Chat	3LegRace: Privacy-Preserving DNN Training over TEEs and GPUs	2022	Yue Niu Ramy E. Ali Salman Avestimehr
+ PDF Chat	ApproxIFER: A Model-Agnostic Approach to Resilient and Robust Prediction Serving Systems	2022	Mahdi Soleymani Ramy E. Ali Hessam Mahdavifar A. Salman Avestimehr
+ PDF Chat	Adaptive Verifiable Coded Computing: Towards Fast, Secure and Private Distributed Machine Learning	2022	Tingting Tang Ramy E. Ali Hanieh Hashemi Tynan Gangwani Salman Avestimehr Murali Annavaram
+ PDF Chat	AsymML: An Asymmetric Decomposition Framework for Privacy-Preserving DNN Training and Inference	2021	Yue Niu Ramy E. Ali Salman Avestimehr
+	List-Decodable Coded Computing: Breaking the Adversarial Toleration Barrier	2021	Mahdi Soleymani Ramy E. Ali Hessam Mahdavifar A. Salman Avestimehr
+	Verifiable Coded Computing: Towards Fast, Secure and Private Distributed Machine Learning.	2021	Tingting Tang Ramy E. Ali Hanieh Hashemi Tynan Gangwani Salman Avestimehr Murali Annavaram
+ PDF Chat	List-Decodable Coded Computing: Breaking the Adversarial Toleration Barrier	2021	Mahdi Soleymani Ramy E. Ali Hessam Mahdavifar A. Salman Avestimehr
+ PDF Chat	Consistency Analysis of Replication-Based Probabilistic Key-Value Stores	2021	Ramy E. Ali
+	List-Decodable Coded Computing: Breaking the Adversarial Toleration Barrier	2021	Mahdi Soleymani Ramy E. Ali Hessam Mahdavifar A. Salman Avestimehr
+	Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning	2021	Jinhyun So Ramy E. Ali Başak Güler Jiantao Jiao Salman Avestimehr
+	Secure Aggregation for Buffered Asynchronous Federated Learning	2021	Jinhyun So Ramy E. Ali Başak Güler Amir Salman Avestimehr
+	LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning	2021	Jinhyun So Chaoyang He Chien-Sheng Yang Songze Li Qian Yu Ramy E. Ali Başak Güler Salman Avestimehr
+	Adaptive Verifiable Coded Computing: Towards Fast, Secure and Private Distributed Machine Learning	2021	Tingting Tang Ramy E. Ali Hanieh Hashemi Tynan Gangwani Salman Avestimehr Murali Annavaram
+	ApproxIFER: A Model-Agnostic Approach to Resilient and Robust Prediction Serving Systems	2021	Mahdi Soleymani Ramy E. Ali Hessam Mahdavifar A. Salman Avestimehr
+	3LegRace: Privacy-Preserving DNN Training over TEEs and GPUs	2021	Yue Niu Ramy E. Ali Salman Avestimehr
+ PDF Chat	Hierarchical Deep Double Q-Routing	2020	Ramy E. Ali Bilgehan Erman Ejder Baştuǧ Bruce Cilli
+	Fundamental Limits of Erasure-Coded Key-Value Stores With Side Information	2020	Ramy E. Ali Viveck R. Cadambe Jaime Llorca Antonia M. Tulino
+	Consistency Analysis of Replication-Based Probabilistic Key-Value Stores	2020	Ramy E. Ali
+	On Polynomial Approximations for Privacy-Preserving and Verifiable ReLU Networks	2020	Ramy E. Ali Jinhyun So Amir Salman Avestimehr
+	Consistency Analysis of Replication-Based Probabilistic Key-Value Stores	2020	Ramy E. Ali
+	Info-Commit: Information-Theoretic Polynomial Commitment	2020	Saeid Sahraei Salman Avestimehr Ramy E. Ali
+	Hierarchical Deep Double Q-Routing	2019	Ramy E. Ali Bilgehan Erman Ejder Baştuǧ Bruce Cilli
+ PDF Chat	Harnessing Correlations in Distributed Erasure-Coded Key-Value Stores	2019	Ramy E. Ali Viveck R. Cadambe
+	Hierarchical Deep Double Q-Routing	2019	Ramy E. Ali Bilgehan Erman Ejder Baştuǧ Bruce Cilli
+	Fundamental Limits of Erasure-Coded Key-Value Stores with Side Information	2018	Ramy E. Ali Viveck R. Cadambe Jaime Llorca Antonia M. Tulino
+	Multi-version Coding with Side Information	2018	Ramy E. Ali Viveck R. Cadambe Jaime Llorca Antonia M. Tulino
+	Fundamental Limits of Erasure-Coded Key-Value Stores with Side Information	2018	Ramy E. Ali Viveck R. Cadambe Jaime Llorca Antonia M. Tulino
+	Harnessing Correlations in Distributed Erasure Coded Key-Value Stores	2018	Ramy E. Ali Viveck R. Cadambe
+	Multi-version Coding for Consistent Distributed Storage of Correlated Data Updates.	2017	Ramy E. Ali Viveck R. Cadambe
+	Harnessing Correlations in Distributed Erasure-Coded Key-Value Stores	2017	Ramy E. Ali Viveck R. Cadambe
+	Harnessing Correlations in Distributed Erasure-Coded Key-Value Stores	2017	Ramy E. Ali Viveck R. Cadambe
+ PDF Chat	A probabilistic MAC for cognitive radio systems with energy harvesting nodes	2014	Ramy E. Ali Fadel Digham Karim G. Seddik Mohammed Nafie Amr El‐Keyi Zhu Han
+ PDF Chat	A pricing-based cooperative spectrum sharing stackelberg game	2014	Ramy E. Ali Karim G. Seddik Mohammed Nafie Fadel Digham

Common Coauthors

Coauthor	Papers Together
Salman Avestimehr	10
Viveck R. Cadambe	9
A. Salman Avestimehr	6
Jinhyun So	5
Mahdi Soleymani	5
Hessam Mahdavifar	5
Antonia M. Tulino	4
Başak Güler	4
Yue Niu	4
Jaime Llorca	4
Bilgehan Erman	3
Murali Annavaram	3
Ejder Baştuǧ	3
Tynan Gangwani	3
Hanieh Hashemi	3
Tingting Tang	3
Bruce Cilli	3
Fadel Digham	2
Jiantao Jiao	2
Mohammed Nafie	2
Karim G. Seddik	2
Amir Salman Avestimehr	2
Chaoyang He	1
Songze Li	1
Qian Yu	1
Saurav Prakash	1
Zhu Han	1
Saeid Sahraei	1
Amr El‐Keyi	1
Chien-Sheng Yang	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Collaborative Decoding of Polynomial Codes for Distributed Computation	2019	Adarsh M. Subramaniam Anoosheh Heidarzadeh Krishna R. Narayanan	7
+	Polynomial codes: an optimal design for high-dimensional coded matrix multiplication	2017	Qian Yu Mohammad Ali Maddah-Ali A. Salman Avestimehr	7
+	A Scalable Approach for Privacy-Preserving Collaborative Machine Learning	2020	Jinhyun So Başak Güler A. Salman Avestimehr	6
+	Coded Computing for Secure Boolean Computations	2021	Chien-Sheng Yang A. Salman Avestimehr	6
+ PDF Chat	Network Coding for Distributed Storage Systems	2010	Alexandros G. Dimakis P. Brighten Godfrey Yunnan Wu Martin J. Wainwright Kannan Ramchandran	5
+	CodedPrivateML: A Fast and Privacy-Preserving Framework for Distributed Machine Learning	2021	Jinhyun So Başak Güler A. Salman Avestimehr	5
+	Speeding Up Distributed Machine Learning Using Codes	2017	Kangwook Lee Maximilian Lam Ramtin Pedarsani Dimitris Papailiopoulos Kannan Ramchandran	5
+	Lagrange Coded Computing: Optimal Design for Resiliency, Security and Privacy	2018	Qian Yu Songze Li Netanel Raviv Seyed Mohammadreza Mousavi Kalan Mahdi Soltanolkotabi Salman Avestimehr	5
+	Turbo-Aggregate: Breaking the Quadratic Aggregation Barrier in Secure Federated Learning	2021	Jinhyun So Başak Güler A. Salman Avestimehr	5
+ PDF Chat	A Family of Optimal Locally Recoverable Codes	2014	Itzhak Tamo Alexander Barg	5
+ PDF Chat	Multi-Version Coding—An Information-Theoretic Perspective of Consistent Distributed Storage	2017	Zhiying Wang Viveck R. Cadambe	5
+	Berrut Approximated Coded Computing: Straggler Resistance Beyond Polynomial Computing	2020	Tayyebeh Jahani-Nezhad Mohammad Ali Maddah-Ali	4
+	Analog Lagrange Coded Computing	2021	Mahdi Soleymani Hessam Mahdavifar A. Salman Avestimehr	4
+ PDF Chat	Berrut Approximated Coded Computing: Straggler Resistance Beyond Polynomial Computing	2022	Tayyebeh Jahani-Nezhad Mohammad Ali Maddah-Ali	4
+	Storage-Efficient Shared Memory Emulation	2018	Marwen Zorgui Robert Mateescu Filip Blagojević Cyril Guyot Zhiying Wang	4
+	Slalom: Fast, Verifiable and Private Execution of Neural Networks in Trusted Hardware	2018	Florian Tramèr Dan Boneh	4
+	Information-Theoretic Lower Bounds on the Storage Cost of Shared Memory Emulation	2016	Viveck R. Cadambe Zhiying Wang Nancy Lynch	4
+	When Do Redundant Requests Reduce Latency?	2015	Nihar B. Shah Kangwook Lee Kannan Ramchandran	4
+ PDF Chat	AsymML: An Asymmetric Decomposition Framework for Privacy-Preserving DNN Training and Inference	2021	Yue Niu Ramy E. Ali Salman Avestimehr	3
+	Privacy-Preserving Distributed Learning in the Analog Domain	2020	Mahdi Soleymani Hessam Mahdavifar A. Salman Avestimehr	3
+	Numerically Stable Polynomially Coded Computing	2021	Mohammad Fahim Viveck R. Cadambe	3
+	On Polynomial Approximations for Privacy-Preserving and Verifiable ReLU Networks	2020	Ramy E. Ali Jinhyun So Amir Salman Avestimehr	3
+	Straggler Mitigation in Distributed Matrix Multiplication: Fundamental Limits and Optimal Coding	2020	Qian Yu Mohammad Ali Maddah-Ali A. Salman Avestimehr	3
+ PDF Chat	Coded Computing for Low-Latency Federated Learning Over Wireless Edge Networks	2020	Saurav Prakash Sagar Dhakal Mustafa Riza Akdeniz Yair Yona Shilpa Talwar Salman Avestimehr Nageen Himayat	3
+	Verifiable Coded Computing: Towards Fast, Secure and Private Distributed Machine Learning.	2021	Tingting Tang Ramy E. Ali Hanieh Hashemi Tynan Gangwani Salman Avestimehr Murali Annavaram	3
+	On the Optimal Recovery Threshold of Coded Matrix Multiplication	2019	Sanghamitra Dutta Mohammad Fahim Farzin Haddadpour Haewon Jeong Viveck R. Cadambe Pulkit Grover	3
+	GASP Codes for Secure Distributed Matrix Multiplication	2020	Rafael G. L. D’Oliveira Salim El Rouayheb David Karpuk	3
+ PDF Chat	List-Decodable Coded Computing: Breaking the Adversarial Toleration Barrier	2021	Mahdi Soleymani Ramy E. Ali Hessam Mahdavifar A. Salman Avestimehr	3
+ PDF Chat	Coded Distributed Computing: Performance Limits and Code Designs	2019	Mohammad Vahid Jamali Mahdi Soleymani Hessam Mahdavifar	3
+	Private and Secure Distributed Matrix Multiplication With Flexible Communication Load	2020	Malihe Aliasgari Osvaldo Simeone Jörg Kliewer	3
+	Numerically Stable Coded Matrix Computations via Circulant and Rotation Matrix Embeddings	2021	Aditya Ramamoorthy Li Tang	3
+	Entangled Polynomial Codes for Secure, Private, and Batch Distributed Matrix Multiplication: Breaking the "Cubic" Barrier	2020	Qian Yu A. Salman Avestimehr	3
+	Mitigating Byzantine Attacks in Federated Learning.	2020	Saurav Prakash Amir Salman Avestimehr	3
+ PDF Chat	Is Non-Unique Decoding Necessary?	2014	Shirin Saeedi Bidokhti Vinod M. Prabhakaran	3
+ PDF Chat	INTERPOL: Information Theoretically Verifiable Polynomial Evaluation	2019	Saeid Sahraei A. Salman Avestimehr	3
+ PDF Chat	Explicit Codes Achieving List Decoding Capacity: Error-Correction With Optimal Redundancy	2008	Venkatesan Guruswami Atri Rudra	3
+ PDF Chat	A Unified Coding Framework for Distributed Computing with Straggling Servers	2016	Songze Li Mohammad Ali Maddah-Ali A. Salman Avestimehr	3
+	DRACO: Byzantine-resilient Distributed Training via Redundant Gradients	2018	Lingjiao Chen Hongyi Wang Zachary Charles Dimitris Papailiopoulos	3
+ PDF Chat	Distributed Matrix-Vector Multiplication: A Convolutional Coding Approach	2019	Anindya Bijoy Das Aditya Ramamoorthy	3
+ PDF Chat	Linear-Algebraic List Decoding of Folded Reed-Solomon Codes	2011	Venkatesan Guruswami	3
+ PDF Chat	A compression algorithm using mis-aligned side-information	2012	Nan Ma Kannan Ramchandran David Tse	3
+	Numerically Stable Binary Gradient Coding	2020	Neophytos Charalambides Hessam Mahdavifar Alfred O. Hero	3
+ PDF Chat	File updates under random/arbitrary insertions and deletions	2015	Qiwen Wang Viveck R. Cadambe Sidharth Jaggi Moshe Schwartz Muriel Médard	3
+ PDF Chat	Fundamental limits on communication for oblivious updates in storage networks	2014	Preetum Nakkiran Nihar B. Shah K. V. Rashmi	3
+ PDF Chat	Coding for Distributed Fog Computing	2017	Songze Li Mohammad Ali Maddah-Ali A. Salman Avestimehr	3
+	Coded Computation Over Heterogeneous Clusters	2019	Amirhossein Reisizadeh Saurav Prakash Ramtin Pedarsani Amir Salman Avestimehr	3
+ PDF Chat	A coded shared atomic memory algorithm for message passing architectures	2016	Viveck R. Cadambe Nancy Lynch Muriel Médard Peter M. Musial	3
+	Private and Rateless Adaptive Coded Matrix-Vector Multiplication	2019	Rawad Bitar Yuxuan Xing Yasaman Keshtkarjahromi Venkat Dasari Salim El Rouayheb Hülya Seferoğlu	3
+ PDF Chat	Experience-driven Networking: A Deep Reinforcement Learning based Approach	2018	Zhiyuan Xu Jian Tang Jingsong Meng Wei Zhang Yanzhi Wang Chi Harold Liu Dejun Yang	2
+ PDF Chat	On the Locality of Codeword Symbols	2012	Parikshit Gopalan Cheng Huang Huseyin Simitci Sergey Yekhanin	2