Yi Shi

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 102

Top Venues

CoRR

MILCOM

IEEE Trans. Mob. Comput.

IEEE Trans. Wirel. Commun.

Virginia Tech, Blacksburg, VA, USA (PHD)

Education History

Virginia Tech, Blacksburg, VA, USA

PHD

Publications

Naru Jai, Yi Shi, Shaoran Li, Chengzhang Li, Y. Thomas Hou, Wenjing Lou, Jeffrey H. Reed, Masoud Olfat, Sastry Kompella, Luiz A. DaSilva
Modeling and Optimization of Channel Allocation for PAL and GAA Users in the CBRS Band. IEEE Trans. Cogn. Commun. Netw. 10 (1) (2024)
Yi Shi, Yalin E. Sagduyu, Tugba Erpek
Jamming Attacks on Decentralized Federated Learning in General Multi-Hop Wireless Networks. CoRR (2023)
Yi Shi, Yalin E. Sagduyu
Membership Inference Attack and Defense for Wireless Signal Classifiers With Deep Learning. IEEE Trans. Mob. Comput. 22 (7) (2023)
Yi Shi, Yalin E. Sagduyu, Tugba Erpek
Jamming Attacks on Decentralized Federated Learning in General Multi-Hop Wireless Networks. INFOCOM Workshops (2023)
Shanghao Shi, Ning Wang, Yang Xiao, Chaoyu Zhang, Yi Shi, Y. Thomas Hou, Wenjing Lou
Scale-MIA: A Scalable Model Inversion Attack against Secure Federated Learning via Latent Space Reconstruction. CoRR (2023)
Yalin E. Sagduyu, Tugba Erpek, Yi Shi
Securing NextG Systems against Poisoning Attacks on Federated Learning: A Game-Theoretic Solution. MILCOM (2023)
Yalin E. Sagduyu, Tugba Erpek, Yi Shi
Securing NextG Systems against Poisoning Attacks on Federated Learning: A Game-Theoretic Solution. CoRR (2023)
Yi Shi, Maice Costa, Tugba Erpek, Yalin E. Sagduyu
Deep Reinforcement Learning for NextG Radio Access Network Slicing With Spectrum Coexistence. IEEE Netw. Lett. 5 (3) (2023)
Yi Shi, Yalin E. Sagduyu
Sensing-Throughput Tradeoffs with Generative Adversarial Networks for NextG Spectrum Sharing. CoRR (2022)
Yi Shi, Yalin E. Sagduyu
Jamming Attacks on Federated Learning in Wireless Networks. CoRR (2022)
Zhehao Li, Lei Shi, Yi Shi, Zhenchun Wei, Yang Lu
Task offloading strategy to maximize task completion rate in heterogeneous edge computing environment. Comput. Networks 210 (2022)
Lei Shi, Lan Wu, Yi Shi, Yuqi Fan, Juan Xu, Zhehao Li
Joint CB and SIC Technology to Optimize Throughput and Cost Under IoV. IEEE Trans. Veh. Technol. 71 (8) (2022)
Yi Shi, Yalin E. Sagduyu, Tugba Erpek, Mustafa Cenk Gursoy
Jamming Attacks on NextG Radio Access Network Slicing with Reinforcement Learning. FNWF (2022)
Yi Shi, Yalin E. Sagduyu, Tugba Erpek
Federated Learning for Distributed Spectrum Sensing in NextG Communication Networks. CoRR (2022)
Yi Shi, Yalin E. Sagduyu
How to Launch Jamming Attacks on Federated Learning in NextG Wireless Networks. GLOBECOM (Workshops) (2022)
Jing Xu, Lei Shi, Yi Shi, Chen Fang, Juan Xu
An Asynchronous Federated Learning Optimization Scheme Based on Model Partition. WASA (3) (2022)
Michael Hegarty, Yalin E. Sagduyu, Tugba Erpek, Yi Shi
Deep Learning for Spectrum Awareness and Covert Communications via Unintended RF Emanations. WiseML@WiSec (2022)
Chen Fang, Lei Shi, Yi Shi, Jing Xu, Xu Ding
Synchronous Federated Learning Latency Optimization Based on Model Splitting. WASA (3) (2022)
Yi Shi, Yalin E. Sagduyu
Sensing-Throughput Tradeoffs with Generative Adversarial Networks for NextG Spectrum Sharing. MILCOM (2022)
Fei Zhao, Lei Shi, Yi Shi, Shuangliang Zhao, Zengwei Lv
An Energy-Saving Strategy for 5G Base Stations in Vehicular Edge Computing. CollaborateCom (1) (2022)
Yalin E. Sagduyu, Tugba Erpek, Yi Shi
Adversarial Machine Learning for 5G Communications Security. CoRR (2021)
Yi Shi, Yalin E. Sagduyu
Adversarial Machine Learning for Flooding Attacks on 5G Radio Access Network Slicing. ICC Workshops (2021)
Yi Shi, Yalin E. Sagduyu
Adversarial Machine Learning for Flooding Attacks on 5G Radio Access Network Slicing. CoRR (2021)
Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu
Generative Adversarial Network in the Air: Deep Adversarial Learning for Wireless Signal Spoofing. IEEE Trans. Cogn. Commun. Netw. 7 (1) (2021)
Yi Shi, Yalin E. Sagduyu, Tugba Erpek, Mustafa Cenk Gursoy
How to Attack and Defend 5G Radio Access Network Slicing with Reinforcement Learning. CoRR (2021)
Yi Shi, Yalin E. Sagduyu
Membership Inference Attack and Defense for Wireless Signal Classifiers with Deep Learning. CoRR (2021)
Brian Kim, Yi Shi, Yalin E. Sagduyu, Tugba Erpek, Sennur Ulukus
Adversarial Attacks against Deep Learning Based Power Control in Wireless Communications. CoRR (2021)
Brian Kim, Yi Shi, Yalin E. Sagduyu, Tugba Erpek, Sennur Ulukus
Adversarial Attacks against Deep Learning Based Power Control in Wireless Communications. GLOBECOM (Workshops) (2021)
Yalin E. Sagduyu, Yi Shi, Tugba Erpek
Adversarial Deep Learning for Over-the-Air Spectrum Poisoning Attacks. IEEE Trans. Mob. Comput. 20 (2) (2021)
Lei Shi, Zhigang Xu, Yi Shi, Yuqi Fan, Xu Ding, Yabo Sun
A DNN Inference Acceleration Algorithm in Heterogeneous Edge Computing: Joint Task Allocation and Model Partition. CollaborateCom (1) (2020)
Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu
Generative Adversarial Network in the Air: Deep Adversarial Learning for Wireless Signal Spoofing. CoRR (2020)
Yongce Chen, Yan Huang, Yi Shi, Y. Thomas Hou, Wenjing Lou, Sastry Kompella
On DoF-Based Interference Cancellation Under General Channel Rank Conditions. IEEE/ACM Trans. Netw. 28 (3) (2020)
Yi Shi, Yalin E. Sagduyu
Coherent Communications in Self-Organizing Networks With Distributed Beamforming. IEEE Trans. Veh. Technol. 69 (1) (2020)
Yalin E. Sagduyu, Yi Shi, Tugba Erpek, William C. Headley, Bryse Flowers, George Stantchev, Zhuo Lu
When Wireless Security Meets Machine Learning: Motivation, Challenges, and Research Directions. CoRR (2020)
Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu
Over-the-Air Membership Inference Attacks as Privacy Threats for Deep Learning-based Wireless Signal Classifiers. CoRR (2020)
Yi Shi, Yalin E. Sagduyu, Tugba Erpek
Reinforcement Learning for Dynamic Resource Optimization in 5G Radio Access Network Slicing. CAMAD (2020)
Tugba Erpek, Timothy J. O'Shea, Yalin E. Sagduyu, Yi Shi, T. Charles Clancy
Deep Learning for Wireless Communications. CoRR (2020)
Yi Shi, Yalin E. Sagduyu, Tugba Erpek
Reinforcement Learning for Dynamic Resource Optimization in 5G Radio Access Network Slicing. CoRR (2020)
Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu
Over-the-air membership inference attacks as privacy threats for deep learning-based wireless signal classifiers. WiseML@WiSec (2020)
Yalin E. Sagduyu, Yi Shi, Tugba Erpek
IoT Network Security from the Perspective of Adversarial Deep Learning. SECON (2019)
Tugba Erpek, Yalin E. Sagduyu, Yi Shi, Satya Prakash Ponnaluri
Network control and rate optimization for multiuser MIMO communications. Ad Hoc Networks 85 (2019)
Canming Jiang, Yi Shi, Y. Thomas Hou, Wenjing Lou, Sastry Kompella, Scott F. Midkiff
A General Method to Determine Asymptotic Capacity Upper Bounds for Wireless Networks. IEEE Trans. Netw. Sci. Eng. 6 (1) (2019)
Tugba Erpek, Yalin E. Sagduyu, Yi Shi
Deep Learning for Launching and Mitigating Wireless Jamming Attacks. IEEE Trans. Cogn. Commun. Netw. 5 (1) (2019)
Yi Shi, Tugba Erpek, Yalin E. Sagduyu, Jason H. Li
Spectrum Data Poisoning with Adversarial Deep Learning. CoRR (2019)
Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu, William C. Headley, Michael Fowler, Gilbert Green
Deep Learning for RF Signal Classification in Unknown and Dynamic Spectrum Environments. CoRR (2019)
Nof Abuzainab, Volkan Isler, Aylin Yener, Tugba Erpek, Kemal Davaslioglu, Yalin E. Sagduyu, Yi Shi, Sharon J. Mackey, Mitesh P. Patel, Frank Panettieri, Muhammad A. Qureshi
QoS and Jamming-Aware Wireless Networking Using Deep Reinforcement Learning. MILCOM (2019)
Yi Shi, Yalin E. Sagduyu
Coherent Communications in Self-Organizing Networks with Distributed Beamforming. CoRR (2019)
Yalin E. Sagduyu, Yi Shi, Tugba Erpek
IoT Network Security from the Perspective of Adversarial Deep Learning. CoRR (2019)
Nof Abuzainab, Tugba Erpek, Kemal Davaslioglu, Yalin E. Sagduyu, Yi Shi, Sharon J. Mackey, Mitesh P. Patel, Frank Panettieri, Muhammad A. Qureshi, Volkan Isler, Aylin Yener
QoS and Jamming-Aware Wireless Networking Using Deep Reinforcement Learning. CoRR (2019)
Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu
Generative Adversarial Network for Wireless Signal Spoofing. WiseML@WiSec (2019)
Yalin E. Sagduyu, Yi Shi, Tugba Erpek
Adversarial Deep Learning for Over-the-Air Spectrum Poisoning Attacks. CoRR (2019)
Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu, William C. Headley, Michael Fowler, Gilbert Green
Deep Learning for RF Signal Classification in Unknown and Dynamic Spectrum Environments. DySPAN (2019)
Zhuo Lu, Yalin E. Sagduyu, Yi Shi
Integrating Social Links into Wireless Networks: Modeling, Routing, Analysis, and Evaluation. IEEE Trans. Mob. Comput. 18 (1) (2019)
Sohraab Soltani, Yalin E. Sagduyu, Sean Scanlon, Yi Shi, Jason H. Li, Jared Feldman, John D. Matyjas
Cross-layer Design and SDR Implementation of DSA, Backpressure Routing and Network Coding. CoRR (2019)
Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu
Generative Adversarial Network for Wireless Signal Spoofing. CoRR (2019)
Yi Shi, Yalin E. Sagduyu, Kemal Davaslioglu, Jason H. Li
Generative Adversarial Networks for Black-Box API Attacks with Limited Training Data. CoRR (2019)
Yalin E. Sagduyu, Yi Shi, Allen B. MacKenzie, Y. Thomas Hou
Regret Minimization for Primary/Secondary Access to Satellite Resources With Cognitive Interference. IEEE Trans. Wirel. Commun. 17 (5) (2018)
Tugba Erpek, Yalin E. Sagduyu, Yi Shi
Deep Learning for Launching and Mitigating Wireless Jamming Attacks. CoRR (2018)
Yalin E. Sagduyu, Alexander Grushin, Yi Shi
Synthetic Social Media Data Generation. IEEE Trans. Comput. Soc. Syst. 5 (3) (2018)
Yi Shi, Yalin E. Sagduyu, Kemal Davaslioglu, Jason H. Li
Generative Adversarial Networks for Black-Box API Attacks with Limited Training Data. ISSPIT (2018)
Borhan (Brian) Jalaeian, Xu Yuan, Yi Shi, Y. Thomas Hou, Wenjing Lou, Scott F. Midkiff, Venkat R. Dasari
On the integration of SIC and MIMO DoF for interference cancellation in wireless networks. Wirel. Networks 24 (7) (2018)
Yi Shi, Tugba Erpek, Yalin E. Sagduyu, Jason H. Li
Spectrum Data Poisoning with Adversarial Deep Learning. MILCOM (2018)
Yi Shi, Satya Prakash Ponnaluri, Yalin E. Sagduyu, Eric Van Doorn
Distributed Coherent Group Communications. MILCOM (2018)
Yongce Chen, Yan Huang, Yi Shi, Y. Thomas Hou, Wenjing Lou, Sastry Kompella
A General Model for DoF-based Interference Cancellation in MIMO Networks With Rank-Deficient Channels. INFOCOM (2018)
Tugba Erpek, Yalin E. Sagduyu, Yi Shi, Maice Costa, Kemal Davaslioglu, Hao Han, Daniel Fayette, Eric Johnson, Elizabeth S. Bentley, Clif Banner
Routing, Network Coding and TCP Support for Wideband HF Communications. MILCOM (2018)
Tugba Erpek, Yalin E. Sagduyu, Yi Shi, Satya Prakash Ponnaluri
Rate Optimization with Distributed Network Coordination of Multiuser MIMO Communications. VTC Fall (2018)
Huacheng Zeng, Xiaoqi Qin, Xu Yuan, Yi Shi, Y. Thomas Hou, Wenjing Lou
Cooperative Interference Neutralization in Multi-Hop Wireless Networks. IEEE Trans. Commun. 66 (2) (2018)
Yi Shi, Yalin E. Sagduyu, Tugba Erpek, Kemal Davaslioglu, Zhuo Lu, Jason H. Li
Adversarial Deep Learning for Cognitive Radio Security: Jamming Attack and Defense Strategies. ICC Workshops (2018)
Yi Shi, Yalin E. Sagduyu, Kemal Davaslioglu, Jason H. Li
Active Deep Learning Attacks under Strict Rate Limitations for Online API Calls. CoRR (2018)
Yalin E. Sagduyu, Yi Shi, Satya Prakash Ponnaluri, Sohraab Soltani, Jason H. Li, Rob Riley, Clif Banner, Greg Heinen
Optimal Network-Centric Planning for Airborne Relay Communications. IEEE Syst. J. 12 (4) (2018)
Yi Shi, Yalin E. Sagduyu
Evasion and causative attacks with adversarial deep learning. MILCOM (2017)
Arun V. Sathanur, Mahantesh Halappanavar, Yi Shi, Yalin E. Sagduyu
Exploring the Role of Intrinsic Nodal Activation on the Spread of Influence in Complex Networks. CoRR (2017)
Yalin E. Sagduyu, Yi Shi, Tugba Erpek, Sohraab Soltani, Sharon J. Mackey, Derya H. Cansever, Mitesh P. Patel, Bart F. Panettieri, Boleslaw K. Szymanski, Guohong Cao
Multilayer MANET routing with social-cognitive learning. MILCOM (2017)
Yalin E. Sagduyu, Sohraab Soltani, Tugba Erpek, Yi Shi, Jason H. Li
A Unified Solution to Cognitive Radio Programming, Test and Evaluation for Tactical Communications. IEEE Commun. Mag. 55 (10) (2017)
Sohraab Soltani, Yalin E. Sagduyu, Sean Scanlon, Yi Shi, Jason H. Li, Jared Feldman, John D. Matyjas
Joint network coding and backpressure algorithm for cognitive radio networks. MILCOM (2017)
Huacheng Zeng, Y. Thomas Hou, Yi Shi, Wenjing Lou, Sastry Kompella, Scott F. Midkiff
A Distributed Scheduling Algorithm for Underwater Acoustic Networks With Large Propagation Delays. IEEE Trans. Commun. 65 (3) (2017)
Yalin E. Sagduyu, Yi Shi, Anthony Fanous, Jason H. Li
Wireless Network Inference and Optimization: Algorithm Design and Implementation. IEEE Trans. Mob. Comput. 16 (1) (2017)
Xu Yuan, Yi Shi, Xiaoqi Qin, Y. Thomas Hou, Wenjing Lou, Sastry Kompella, Scott F. Midkiff, Jeffrey H. Reed
Beyond Overlay: Reaping Mutual Benefits for Primary and Secondary Networks Through Node-Level Cooperation. IEEE Trans. Mob. Comput. 16 (1) (2017)
Huacheng Zeng, Yi Shi, Y. Thomas Hou, Wenjing Lou, Xu Yuan, Rongbo Zhu, Jiannong Cao
OFDM-Based Interference Alignment in Single-Antenna Cellular Wireless Networks. IEEE Trans. Commun. 65 (10) (2017)
Zhuo Lu, Yalin Evren Sagduyu, Yi Shi
Friendships in the air: Integrating social links into wireless network modeling, routing, and analysis. INFOCOM Workshops (2016)
Yalin E. Sagduyu, Yi Shi, Sharon J. Mackey, Derya H. Cansever, Mitesh P. Patel, Bart F. Panettieri
Analytical framework for MANET learning and routing. MILCOM (2016)
Canming Jiang, Yi Shi, Xiaoqi Qin, Xu Yuan, Y. Thomas Hou, Wenjing Lou, Sastry Kompella, Scott F. Midkiff
Cross-Layer Optimization for Multi-Hop Wireless Networks With Successive Interference Cancellation. IEEE Trans. Wirel. Commun. 15 (8) (2016)
Yalin Evren Sagduyu, Yi Shi, Allen B. MacKenzie, Y. Thomas Hou
Regret minimization-based robust game theoretic solution for dynamic spectrum access. CCNC (2016)
Xu Yuan, Xiaoqi Qin, Feng Tian, Brian Jalaian, Yi Shi, Y. Thomas Hou, Wenjing Lou, Wade Trappe
An Online Admission Control Algorithm for Dynamic Traffic in Underlay Coexistence Paradigm. IEEE Trans. Cogn. Commun. Netw. 2 (4) (2016)
Xu Yuan, Xiaoqi Qin, Feng Tian, Yi Shi, Y. Thomas Hou, Wenjing Lou, Scott F. Midkiff, Sastry Kompella
A Distributed Algorithm to Achieve Transparent Coexistence for a Secondary Multi-Hop MIMO Network. IEEE Trans. Wirel. Commun. 15 (9) (2016)
Huacheng Zeng, Yi Shi, Y. Thomas Hou, Wenjing Lou, Sastry Kompella, Scott F. Midkiff
An Analytical Model for Interference Alignment in Multi-Hop MIMO Networks. IEEE Trans. Mob. Comput. 15 (1) (2016)
Yi Shi, Yalin E. Sagduyu
Spectrum learning and access for cognitive satellite communications under jamming. CNS (2016)
Sushant Sharma, Yi Shi, Y. Thomas Hou, Sastry Kompella, Scott F. Midkiff
Network-coded cooperative communications with multiple relay nodes: Achievable rate and network optimization. Ad Hoc Networks 53 (2016)
Xiaoqi Qin, Xu Yuan, Yi Shi, Y. Thomas Hou, Wenjing Lou, Scott F. Midkiff
Joint Flow Routing and DoF Allocation in Multihop MIMO Networks. IEEE Trans. Wirel. Commun. 15 (3) (2016)
Huacheng Zeng, Yi Shi, Y. Thomas Hou, Wenjing Lou, Hanif D. Sherali, Rongbo Zhu, Scott F. Midkiff
A Scheduling Algorithm for MIMO DoF Allocation in Multi-Hop Networks. IEEE Trans. Mob. Comput. 15 (2) (2016)
Huacheng Zeng, Xu Yuan, Xiaoqi Qin, Yi Shi, Y. Thomas Hou, Wenjing Lou
Nullification in the air: Interference neutralization in multi-hop wireless networks. INFOCOM (2016)
Yalin E. Sagduyu, Yi Shi, Satya Prakash Ponnaluri, Sohraab Soltani, Jason H. Li, Rob Riley, Clif Banner, Greg Heinen
Optimal orbit selection and design for airborne relay communications. MILCOM (2016)
Yalin Evren Sagduyu, Yi Shi, Satya Prakash Ponnaluri, Sohraab Soltani, Jason H. Li, Rob Riley
Optimal transmission decisions for airborne relay communications. MILCOM (2015)
Liguang Xie, Yi Shi, Yiwei Thomas Hou, Wenjing Lou, Hanif D. Sherali, Huaibei Zhou, Scott F. Midkiff
A Mobile Platform for Wireless Charging and Data Collection in Sensor Networks. IEEE J. Sel. Areas Commun. 33 (8) (2015)
Satya Prakash Ponnaluri, Sohraab Soltani, Yi Shi, Yalin Evren Sagduyu
Spectrum Efficient Communications with multiuser MIMO, multiuser detection and interference alignment. MILCOM (2015)
Brian Jalaeian, Yi Shi, Xu Yuan, Yiwei Thomas Hou, Wenjing Lou, Scott F. Midkiff
Harmonizing SIC and MIMO DoF Interference Cancellation for Efficient Network-Wide Resource Allocation. MASS (2015)
Sohraab Soltani, Yalin Evren Sagduyu, Yi Shi, Jason H. Li, Jared Feldman, John D. Matyjas
Distributed cognitive radio network architecture, SDR implementation and emulation testbed. MILCOM (2015)
Xu Yuan, Canming Jiang, Yi Shi, Yiwei Thomas Hou, Wenjing Lou, Sastry Kompella, Scott F. Midkiff
Toward Transparent Coexistence for Multihop Secondary Cognitive Radio Networks. IEEE J. Sel. Areas Commun. 33 (5) (2015)
Yi Shi, Yalin Evren Sagduyu, Junshan Zhang, Jason H. Li
Adaptive Coding Optimization in Wireless Networks: Design and Implementation Aspects. IEEE Trans. Wirel. Commun. 14 (10) (2015)
Liguang Xie, Yi Shi, Yiwei Thomas Hou, Wenjing Lou, Hanif D. Sherali, Scott F. Midkiff
Multi-Node Wireless Energy Charging in Sensor Networks. IEEE/ACM Trans. Netw. 23 (2) (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Yi Shi