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Experimental Study of Outdoor UAV Localization and Tracking using Passive RF Sensing


Sep 03, 2021
Udita Bhattacherjee, Ender Ozturk, Ozgur Ozdemir, Ismail Guvenc, Mihail L. Sichitiu, Huaiyu Dai


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60 GHz Outdoor Propagation Measurements and Analysis Using Facebook Terragraph Radios


Sep 02, 2021
Kairui Du, Omkar Mujumdar, Ozgur Ozdemir, Ender Ozturk, Ismail Guvenc, Mihail L. Sichitiu, Huaiyu Dai, Arupjyoti Bhuyan

* 3 pages, submitted to IEEE Radio & Wireless Symposium, under review 

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Channel Rank Improvement in Urban Drone Corridors Using Passive Intelligent Reflectors


Aug 04, 2021
Ender Ozturk, Chethan Kumar Anjinappa, Fatih Erden, Ismail Guvenc, Huaiyu Dai, Arupjyoti Bhuyan

* 14 pages, 4 figures, journal article 

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Communication-Efficient Federated Learning via Predictive Coding


Aug 02, 2021
Kai Yue, Richeng Jin, Chau-Wai Wong, Huaiyu Dai

* 12 pages, 7 figures 

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Adversarial training may be a double-edged sword


Jul 24, 2021
Ali Rahmati, Seyed-Mohsen Moosavi-Dezfooli, Huaiyu Dai

* Presented as a RobustML workshop paper at ICLR 2021 

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Base Station Antenna Uptilt Optimization for Cellular-Connected Drone Corridors


Jul 02, 2021
Sung Joon Maeng, Md Moin Uddin Chowdhury, İsmail Güvenç, Arupjyoti Bhuyan, Huaiyu Dai


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Precoder Design for Physical-Layer Security and Authentication in Massive MIMO UAV Communications


Jul 02, 2021
Sung Joon Maeng, Yavuz Yapıcı, İsmail Güvenç, Arupjyoti Bhuyan, Huaiyu Dai


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Decentralized Inference with Graph Neural Networks in Wireless Communication Systems


Apr 19, 2021
Mengyuan Lee, Guanding Yu, Huaiyu Dai

* The paper was submitted to TMC 

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Modeling the Nonsmoothness of Modern Neural Networks


Mar 26, 2021
Runze Liu, Chau-Wai Wong, Huaiyu Dai


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Distributed ADMM with Synergetic Communication and Computation


Sep 29, 2020
Zhuojun Tian, Zhaoyang Zhang, Jue Wang, Xiaoming Chen, Wei Wang, Huaiyu Dai

* Accepted for publication in IEEE TCOM 

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A Fast Graph Neural Network-Based Method for Winner Determination in Multi-Unit Combinatorial Auctions


Sep 29, 2020
Mengyuan Lee, Seyyedali Hosseinalipour, Christopher G. Brinton, Guanding Yu, Huaiyu Dai


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Multi-Stage Hybrid Federated Learning over Large-Scale Wireless Fog Networks


Aug 30, 2020
Seyyedali Hosseinalipour, Sheikh Shams Azam, Christopher G. Brinton, Nicolo Michelusi, Vaneet Aggarwal, David J. Love, Huaiyu Dai

* 64 pages, 48 figures 

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From Federated Learning to Fog Learning: Towards Large-Scale Distributed Machine Learning in Heterogeneous Wireless Networks


Jun 07, 2020
Seyyedali Hosseinalipour, Christopher G. Brinton, Vaneet Aggarwal, Huaiyu Dai, Mung Chiang

* 7 pages, 4 figures 

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On the Design of Communication Efficient Federated Learning over Wireless Networks


Apr 15, 2020
Richeng Jin, Xiaofan He, Huaiyu Dai


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GeoDA: a geometric framework for black-box adversarial attacks


Mar 13, 2020
Ali Rahmati, Seyed-Mohsen Moosavi-Dezfooli, Pascal Frossard, Huaiyu Dai

* In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020 

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Accelerating Generalized Benders Decomposition for Wireless Resource Allocation


Mar 03, 2020
Mengyuan Lee, Ning Ma, Guanding Yu, Huaiyu Dai


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Stochastic-Sign SGD for Federated Learning with Theoretical Guarantees


Feb 25, 2020
Richeng Jin, Yufan Huang, Xiaofan He, Huaiyu Dai, Tianfu Wu


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Distributed Byzantine Tolerant Stochastic Gradient Descent in the Era of Big Data


Mar 06, 2019
Richeng Jin, Xiaofan He, Huaiyu Dai


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Decentralized Differentially Private Without-Replacement Stochastic Gradient Descent


Sep 12, 2018
Richeng Jin, Xiaofan He, Huaiyu Dai

* The Abstract is revised 

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