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Yi Shi 0001
Person information
- affiliation: Intelligent Automation Inc., Rockville, MD, USA
- affiliation (PhD 2007): Virginia Tech, Blacksburg, VA, USA
Other persons with the same name
- Yi Shi — disambiguation page
- Yi Shi 0002
— Tianjin University, State Key Laboratory for Precision Measurement Technology and Instrument, China
- Yi Shi 0003
— Northwestern University, Department of Mechanical Engineering, Evanston, IL, USA (and 1 more)
- Yi Shi 0004
— Huawei Technologies, Beijing, China (and 2 more)
- Yi Shi 0005 — University of Alberta, Department of Computing Science, Edmonton, Canada
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Books and Theses
- 2007
- [b1]Yi Shi:
Algorithms and Optimization for Wireless Networks. Virginia Tech, Blacksburg, VA, USA, 2007
Journal Articles
- 2024
- [j79]Poonam Lohan
, Burak Kantarci
, Mohamed Amine Ferrag
, Norbert Tihanyi
, Yi Shi
:
From 5G to 6G Networks: A Survey on AI-Based Jamming and Interference Detection and Mitigation. IEEE Open J. Commun. Soc. 5: 3920-3974 (2024) - [j78]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): 1-20 (2024) - 2023
- [j77]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): 149-153 (2023) - [j76]Yi Shi
, Yalin E. Sagduyu
:
Membership Inference Attack and Defense for Wireless Signal Classifiers With Deep Learning. IEEE Trans. Mob. Comput. 22(7): 4032-4043 (2023) - 2022
- [j75]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: 108937 (2022) - [j74]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): 8689-8701 (2022) - [j73]Lei Shi, Zhehao Li
, Yi Shi
, Yuqi Fan, Zhenchun Wei, Liaoyuan Wu:
An optimal wireless transmission strategy based on coherent beamforming and successive interference cancellation. Wirel. Networks 28(1): 29-43 (2022) - 2021
- [j72]Lei Shi, Zhigang Xu
, Yabo Sun, Yi Shi
, Yuqi Fan, Xu Ding:
A DNN inference acceleration algorithm combining model partition and task allocation in heterogeneous edge computing system. Peer-to-Peer Netw. Appl. 14(6): 4031-4045 (2021) - [j71]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): 294-303 (2021) - [j70]Yalin E. Sagduyu
, Yi Shi
, Tugba Erpek
:
Adversarial Deep Learning for Over-the-Air Spectrum Poisoning Attacks. IEEE Trans. Mob. Comput. 20(2): 306-319 (2021) - [j69]Lan Wu, Juan Xu
, Lei Shi
, Yi Shi
, Wenwen Zhou:
Optimize the Communication Cost of 5G Internet of Vehicles through Coherent Beamforming Technology. Wirel. Commun. Mob. Comput. 2021: 6668984:1-6668984:12 (2021) - 2020
- [j68]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): 1002-1016 (2020) - [j67]Yi Shi
, Yalin E. Sagduyu
:
Coherent Communications in Self-Organizing Networks With Distributed Beamforming. IEEE Trans. Veh. Technol. 69(1): 760-770 (2020) - 2019
- [j66]Lei Shi
, Yun Hu, Juan Xu
, Yi Shi
, Xu Ding:
The Mobile Base Station Strategy for Wireless Networks With Successive Interference Cancellation. IEEE Access 7: 88570-88578 (2019) - [j65]Tugba Erpek, Yalin E. Sagduyu, Yi Shi
, Satya Prakash Ponnaluri:
Network control and rate optimization for multiuser MIMO communications. Ad Hoc Networks 85: 92-102 (2019) - [j64]Tugba Erpek
, Yalin E. Sagduyu
, Yi Shi
:
Deep Learning for Launching and Mitigating Wireless Jamming Attacks. IEEE Trans. Cogn. Commun. Netw. 5(1): 2-14 (2019) - [j63]Zhuo Lu
, Yalin E. Sagduyu, Yi Shi
:
Integrating Social Links into Wireless Networks: Modeling, Routing, Analysis, and Evaluation. IEEE Trans. Mob. Comput. 18(1): 111-124 (2019) - [j62]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): 2-15 (2019) - 2018
- [j61]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): 3450-3460 (2018) - [j60]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): 889-903 (2018) - [j59]Yalin E. Sagduyu
, Alexander Grushin
, Yi Shi
:
Synthetic Social Media Data Generation. IEEE Trans. Comput. Soc. Syst. 5(3): 605-620 (2018) - [j58]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): 3512-3523 (2018) - [j57]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): 2357-2374 (2018) - 2017
- [j56]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): 12-20 (2017) - [j55]Lei Shi, Yu Gao, Zhenchun Wei, Xu Ding, Yi Shi
:
The mine locomotive wireless network strategy based on successive interference cancellation with dynamic power control. Int. J. Distributed Sens. Networks 13(5) (2017) - [j54]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): 1131-1145 (2017) - [j53]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): 4492-4506 (2017) - [j52]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): 2-15 (2017) - [j51]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): 257-267 (2017) - [j50]Lei Shi, Yi Shi
, Xing Wei, Xu Ding, Zhenchun Wei:
Cost Minimization Algorithms for Data Center Management. IEEE Trans. Parallel Distributed Syst. 28(1): 60-71 (2017) - 2016
- [j49]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: 79-93 (2016) - [j48]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): 411-426 (2016) - [j47]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): 17-31 (2016) - [j46]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): 264-277 (2016) - [j45]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): 1907-1922 (2016) - [j44]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): 5819-5831 (2016) - [j43]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): 6063-6077 (2016) - 2015
- [j42]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): 958-971 (2015) - [j41]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): 1521-1533 (2015) - [j40]Lei Shi, Jianjun Zhang, Yi Shi
, Xu Ding, Zhenchun Wei:
Optimal Base Station Placement for Wireless Sensor Networks with Successive Interference Cancellation. Sensors 15(1): 1676-1690 (2015) - [j39]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): 437-450 (2015) - [j38]Yalin Evren Sagduyu, Yi Shi
, Kartavya Neema:
Search in Combined Social and Wireless Communication Networks: Delay and Success Analysis. IEEE Trans. Wirel. Commun. 14(9): 4972-4980 (2015) - [j37]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): 5672-5680 (2015) - [j36]Yalin Evren Sagduyu, Yi Shi
:
Navigating a mobile social network. IEEE Wirel. Commun. 22(5): 122-128 (2015) - 2014
- [j35]Huacheng Zeng, Yi Shi
, Yiwei Thomas Hou, Rongbo Zhu
, Wenjing Lou:
A novel MIMO DoF model for multi-hop networks. IEEE Netw. 28(5): 81-85 (2014) - [j34]Yi Shi
, Jia Liu, Canming Jiang, Cunhao Gao, Y. Thomas Hou:
A DoF-Based Link Layer Model for Multi-Hop MIMO Networks. IEEE Trans. Mob. Comput. 13(7): 1395-1408 (2014) - [j33]Sushant Sharma, Yi Shi
, Y. Thomas Hou, Hanif D. Sherali, Sastry Kompella
:
Joint Optimization of Session Grouping and Relay Node Selection for Network-Coded Cooperative Communications. IEEE Trans. Mob. Comput. 13(9): 2028-2041 (2014) - [j32]Yi Shi
, Yalin Evren Sagduyu, Jason H. Li:
Multi-layer optimization with backpressure and genetic algorithms for multi-hop wireless networks. Wirel. Networks 20(6): 1265-1273 (2014) - 2013
- [j31]Yi Shi
, Y. Thomas Hou, Jia Liu, Sastry Kompella
:
Bridging the Gap between Protocol and Physical Models for Wireless Networks. IEEE Trans. Mob. Comput. 12(7): 1404-1416 (2013) - [j30]Canming Jiang, Yi Shi
, Sastry Kompella
, Y. Thomas Hou, Scott F. Midkiff
:
Bicriteria Optimization in Multihop Wireless Networks: Characterizing the Throughput-Energy Envelope. IEEE Trans. Mob. Comput. 12(9): 1866-1878 (2013) - [j29]Canming Jiang, Yi Shi
, Y. Thomas Hou, Wenjing Lou, Hanif D. Sherali:
Throughput Maximization for Multi-Hop Wireless Networks with Network-Wide Energy Constraint. IEEE Trans. Wirel. Commun. 12(3): 1255-1267 (2013) - [j28]Liguang Xie, Yi Shi
, Y. Thomas Hou, Wenjing Lou:
Wireless power transfer and applications to sensor networks. IEEE Wirel. Commun. 20(4) (2013) - 2012
- [j27]Sushant Sharma, Yi Shi
, Y. Thomas Hou, Hanif D. Sherali, Sastry Kompella
, Scott F. Midkiff
:
Joint Flow Routing and Relay Node Assignment in Cooperative Multi-Hop Networks. IEEE J. Sel. Areas Commun. 30(2): 254-262 (2012) - [j26]Sushant Sharma, Yi Shi
, Jia Liu, Y. Thomas Hou, Sastry Kompella
, Scott F. Midkiff
:
Network Coding in Cooperative Communications: Friend or Foe? IEEE Trans. Mob. Comput. 11(7): 1073-1085 (2012) - [j25]Yi Shi
, Y. Thomas Hou:
Some Fundamental Results on Base Station Movement Problem for Wireless Sensor Networks. IEEE/ACM Trans. Netw. 20(4): 1054-1067 (2012) - [j24]Liguang Xie, Yi Shi, Y. Thomas Hou, Hanif D. Sherali:
Making sensor networks immortal: an energy-renewal approach with wireless power transfer. IEEE/ACM Trans. Netw. 20(6): 1748-1761 (2012) - 2011
- [j23]Cunhao Gao, Yi Shi
, Y. Thomas Hou, Hanif D. Sherali, Huaibei Zhou:
Multicast Communications in Multi-Hop Cognitive Radio Networks. IEEE J. Sel. Areas Commun. 29(4): 784-793 (2011) - [j22]Yi Shi
, Y. Thomas Hou, Sastry Kompella
, Hanif D. Sherali:
Maximizing Capacity in Multihop Cognitive Radio Networks under the SINR Model. IEEE Trans. Mob. Comput. 10(7): 954-967 (2011) - [j21]Cunhao Gao, Yi Shi
, Y. Thomas Hou, Sastry Kompella
:
On the Throughput of MIMO-Empowered Multihop Cognitive Radio Networks. IEEE Trans. Mob. Comput. 10(11): 1505-1519 (2011) - [j20]Sushant Sharma, Yi Shi
, Y. Thomas Hou, Sastry Kompella
:
An optimal algorithm for relay node assignment in cooperative ad hoc networks. IEEE/ACM Trans. Netw. 19(3): 879-892 (2011) - [j19]Canming Jiang, Yi Shi
, Yiwei Thomas Hou, Sastry Kompella
:
On the Asymptotic Capacity of Multi-Hop MIMO Ad Hoc Networks. IEEE Trans. Wirel. Commun. 10(4): 1032-1037 (2011) - 2010
- [j18]Yi Shi
, Y. Thomas Hou, Huaibei Zhou, Scott F. Midkiff
:
Distributed Cross-Layer Optimization for Cognitive Radio Networks. IEEE Trans. Veh. Technol. 59(8): 4058-4069 (2010) - 2009
- [j17]Yi Shi
, Y. Thomas Hou:
Optimal base station placement in wireless sensor networks. ACM Trans. Sens. Networks 5(4): 32:1-32:24 (2009) - [j16]Yi Shi
, Y. Thomas Hou, Huaibei Zhou:
Per-node based optimal power control for multi-hop cognitive radio networks. IEEE Trans. Wirel. Commun. 8(10): 5290-5299 (2009) - [j15]Yi Shi
, Y. Thomas Hou, Alon Efrat
:
Algorithm design for a class of base station location problems in sensor networks. Wirel. Networks 15(1): 21-38 (2009) - 2008
- [j14]Yi Shi
, Yiwei Thomas Hou:
On the capacity of UWB-based wireless sensor networks. Comput. Networks 52(14): 2797-2804 (2008) - [j13]Y. Thomas Hou, Yi Shi
, Hanif D. Sherali:
Spectrum Sharing for Multi-Hop Networking with Cognitive Radios. IEEE J. Sel. Areas Commun. 26(1): 146-155 (2008) - [j12]Jia Liu, Y. Thomas Hou, Yi Shi
, Hanif D. Sherali:
Cross-Layer Optimization for MIMO-Based Wireless Ad Hoc Networks: Routing, Power Allocation, and Bandwidth Allocation. IEEE J. Sel. Areas Commun. 26(6): 913-926 (2008) - [j11]Yi Shi
, Yiwei Thomas Hou, Hanif D. Sherali:
Cross-Layer Optimization for Data Rate Utility Problem in UWB-Based Ad Hoc Networks. IEEE Trans. Mob. Comput. 7(6): 764-777 (2008) - [j10]Yiwei Thomas Hou, Yi Shi, Hanif D. Sherali:
Rate allocation and network lifetime problems for wireless sensor networks. IEEE/ACM Trans. Netw. 16(2): 321-334 (2008) - [j9]Jia Liu, Y. Thomas Hou, Yi Shi
, Hanif D. Sherali, Sastry Kompella
:
On the capacity of multiuser MIMO networks with interference. IEEE Trans. Wirel. Commun. 7(2): 488-494 (2008) - 2007
- [j8]Y. Thomas Hou, Yi Shi
, Hanif D. Sherali, Jeffrey E. Wieselthier:
Multicast Communications in Ad Hoc Networks Using Directional Antennas: A Lifetime-Centric Approach. IEEE Trans. Veh. Technol. 56(3): 1333-1344 (2007) - [j7]Yiwei Thomas Hou, Yi Shi
:
Variable Bit Rate Flow Routing in Wireless Sensor Networks. IEEE Trans. Wirel. Commun. 6(6): 2140-2148 (2007) - 2006
- [j6]Jianping Pan
, Yiwei Thomas Hou, Lin Cai
, Yi Shi
, Sherman X. Shen
:
Serialized optimal relay schedules in two-tiered wireless sensor networks. Comput. Commun. 29(4): 511-524 (2006) - [j5]Yi Shi
, Yiwei Thomas Hou, Hanif D. Sherali, Scott F. Midkiff
:
Optimal routing for UWB-based sensor networks. IEEE J. Sel. Areas Commun. 24(4): 857-863 (2006) - [j4]Y. Thomas Hou, Yi Shi
, Jianping Pan
, Scott F. Midkiff
:
Maximizing the Lifetime of Wireless Sensor Networks through Optimal Single-Session Flow Routing. IEEE Trans. Mob. Comput. 5(9): 1255-1266 (2006) - [j3]Y. Thomas Hou, Yi Shi
, Hanif D. Sherali:
Optimal base station selection for anycast routing in wireless sensor networks. IEEE Trans. Veh. Technol. 55(3): 813-821 (2006) - 2005
- [j2]Yiwei Thomas Hou, Yi Shi
, Hanif D. Sherali:
On Node Lifetime Problem for Energy-Constrained Wireless Sensor Networks. Mob. Networks Appl. 10(6): 865-878 (2005) - [j1]Jianping Pan
, Lin Cai
, Yiwei Thomas Hou, Yi Shi
, Sherman X. Shen
:
Optimal Base-Station Locations in Two-Tiered Wireless Sensor Networks. IEEE Trans. Mob. Comput. 4(5): 458-473 (2005)
Conference and Workshop Papers
- 2024
- [c94]Shanghao Shi
, Yang Xiao
, Changlai Du
, Yi Shi
, Chonggang Wang
, Robert Gazda
, Y. Thomas Hou
, Eric William Burger
, Luiz A. DaSilva
, Wenjing Lou
:
TriSAS: Toward Dependable Inter-SAS Coordination with Auditability. AsiaCCS 2024 - 2023
- [c93]Yi Shi
, Yalin E. Sagduyu, Tugba Erpek:
Jamming Attacks on Decentralized Federated Learning in General Multi-Hop Wireless Networks. INFOCOM Workshops 2023: 1-6 - [c92]Yalin E. Sagduyu, Tugba Erpek, Yi Shi:
Securing NextG Systems against Poisoning Attacks on Federated Learning: A Game-Theoretic Solution. MILCOM 2023: 815-820 - 2022
- [c91]Yi Shi
, Yalin E. Sagduyu, Tugba Erpek, Mustafa Cenk Gursoy:
Jamming Attacks on NextG Radio Access Network Slicing with Reinforcement Learning. FNWF 2022: 397-402 - [c90]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: 309-325 - [c89]Shuangliang Zhao, Lei Shi, Yi Shi
, Fei Zhao, Yuqi Fan:
NOMA-Based Task Offloading and Allocation in Vehicular Edge Computing Networks. CollaborateCom (1) 2022: 343-359 - [c88]Yi Shi
, Yalin E. Sagduyu:
How to Launch Jamming Attacks on Federated Learning in NextG Wireless Networks. GLOBECOM (Workshops) 2022: 945-950 - [c87]Yi Shi
, Yalin E. Sagduyu:
Sensing-Throughput Tradeoffs with Generative Adversarial Networks for NextG Spectrum Sharing. MILCOM 2022: 13-18 - [c86]Jing Xu, Lei Shi, Yi Shi
, Chen Fang, Juan Xu:
An Asynchronous Federated Learning Optimization Scheme Based on Model Partition. WASA (3) 2022: 367-379 - [c85]Chen Fang, Lei Shi, Yi Shi
, Jing Xu, Xu Ding:
Synchronous Federated Learning Latency Optimization Based on Model Splitting. WASA (3) 2022: 495-506 - [c84]Michael Hegarty, Yalin E. Sagduyu, Tugba Erpek, Yi Shi
:
Deep Learning for Spectrum Awareness and Covert Communications via Unintended RF Emanations. WiseML@WiSec 2022: 27-32 - 2021
- [c83]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: 1-6 - [c82]Yi Shi
, Yalin E. Sagduyu:
Adversarial Machine Learning for Flooding Attacks on 5G Radio Access Network Slicing. ICC Workshops 2021: 1-6 - [c81]Lan Wu, Juan Xu, Lei Shi, Xiang Bi, Yi Shi
:
Jointly Optimizing Throughput and Cost of IoV Based on Coherent Beamforming and Successive Interference Cancellation Technology. WASA (3) 2021: 235-243 - 2020
- [c80]Yi Shi
, Yalin E. Sagduyu, Tugba Erpek:
Reinforcement Learning for Dynamic Resource Optimization in 5G Radio Access Network Slicing. CAMAD 2020: 1-6 - [c79]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: 237-254 - [c78]Zhehao Li, Lei Shi, Yi Shi
, Yuqi Fan, Zhenchun Wei, Liaoyuan Wu:
An Optimal Wireless Transmission Strategy based on Coherent Beamforming and Successive Interference Cancellation for Edge Computing. MSN 2020: 779-784 - [c77]Juan Xu, Lan Wu, Lei Shi, Yi Shi
, Wenwen Zhou:
Research on 5G Internet of Vehicles Facilities Based on Coherent Beamforming. WASA (2) 2020: 68-77 - [c76]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: 61-66 - 2019
- [c75]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: 1-10 - [c74]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: 610-615 - [c73]Yalin E. Sagduyu, Yi Shi
, Tugba Erpek:
IoT Network Security from the Perspective of Adversarial Deep Learning. SECON 2019: 1-9 - [c72]Yi Shi
, Kemal Davaslioglu, Yalin E. Sagduyu:
Generative Adversarial Network for Wireless Signal Spoofing. WiseML@WiSec 2019: 55-60 - 2018
- [c71]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: 1-6 - [c70]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: 900-907 - [c69]Yi Shi
, Yalin E. Sagduyu, Kemal Davaslioglu, Jason H. Li:
Generative Adversarial Networks for Black-Box API Attacks with Limited Training Data. ISSPIT 2018: 453-458 - [c68]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: 157-162 - [c67]Yi Shi
, Tugba Erpek, Yalin E. Sagduyu, Jason H. Li:
Spectrum Data Poisoning with Adversarial Deep Learning. MILCOM 2018: 407-412 - [c66]Yi Shi
, Satya Prakash Ponnaluri, Yalin E. Sagduyu, Eric Van Doorn:
Distributed Coherent Group Communications. MILCOM 2018: 798-803 - [c65]Tugba Erpek, Yalin E. Sagduyu, Yi Shi
, Satya Prakash Ponnaluri:
Rate Optimization with Distributed Network Coordination of Multiuser MIMO Communications. VTC Fall 2018: 1-5 - 2017
- [c64]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: 103-108 - [c63]Yi Shi
, Yalin E. Sagduyu:
Evasion and causative attacks with adversarial deep learning. MILCOM 2017: 243-248 - [c62]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: 858-863 - 2016
- [c61]Yalin Evren Sagduyu, Yi Shi
, Allen B. MacKenzie
, Y. Thomas Hou:
Regret minimization-based robust game theoretic solution for dynamic spectrum access. CCNC 2016: 200-205 - [c60]Yi Shi
, Yalin E. Sagduyu:
Spectrum learning and access for cognitive satellite communications under jamming. CNS 2016: 472-479 - [c59]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: 1-9 - [c58]Zhuo Lu, Yalin Evren Sagduyu, Yi Shi
:
Friendships in the air: Integrating social links into wireless network modeling, routing, and analysis. INFOCOM Workshops 2016: 322-327 - [c57]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: 108-113 - [c56]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: 1161-1166 - [c55]Lei Shi, Yi Shi
, Zhenchun Wei, Guoxiang Zhou, Xu Ding:
The Power Control Strategy for Mine Locomotive Wireless Network Based on Successive Interference Cancellation. WASA 2016: 207-218 - 2015
- [c54]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: 316-323 - [c53]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: 438-443 - [c52]Satya Prakash Ponnaluri, Sohraab Soltani, Yi Shi
, Yalin Evren Sagduyu:
Spectrum Efficient Communications with multiuser MIMO, multiuser detection and interference alignment. MILCOM 2015: 1473-1478 - [c51]Yalin Evren Sagduyu, Yi Shi
, Satya Prakash Ponnaluri, Sohraab Soltani, Jason H. Li, Rob Riley:
Optimal transmission decisions for airborne relay communications. MILCOM 2015: 1685-1690 - 2014
- [c50]Xu Yuan, Yi Shi
, Yiwei Thomas Hou, Wenjing Lou, Scott F. Midkiff, Sastry Kompella
:
Achieving transparent coexistence in a multi-hop secondary network through distributed computation. IPCCC 2014: 1-7 - [c49]Yi Shi
, Yalin E. Sagduyu, Junshan Zhang, Jason H. Li:
System Design and Testbed Implementation of Adaptive Coding Optimization in Lossy Networks. MILCOM 2014: 968-974 - [c48]Zhuo Lu, Yalin E. Sagduyu, Yi Shi
:
Socio-technological Testbed for Evaluation of Combined Social and Communication Networks. MILCOM 2014: 989-994 - [c47]Huacheng Zeng, Yi Shi
, Y. Thomas Hou, Wenjing Lou, Xu Yuan, Rongbo Zhu
, Jiannong Cao
:
Increasing user throughput in cellular networks with interference alignment. SECON 2014: 346-353 - [c46]Huacheng Zeng, Yiwei Thomas Hou, Yi Shi
, Wenjing Lou, Sastry Kompella
, Scott F. Midkiff:
Shark-IA: An Interference Alignment Algorithm for Multi-hop Underwater Acoustic Networks with Large Propagation Delays. WUWNet 2014: 6:1-6:8 - 2013
- [c45]Kartavya Neema, Yalin Evren Sagduyu, Yi Shi
:
Search delay and success in combined social and communication networks. GLOBECOM 2013: 3077-3082 - [c44]Huacheng Zeng, Yi Shi
, Y. Thomas Hou, Wenjing Lou, Sastry Kompella
, Scott F. Midkiff
:
On interference alignment for multi-hop MIMO networks. INFOCOM 2013: 1330-1338 - [c43]Huacheng Zeng, Yi Shi
, Y. Thomas Hou, Wenjing Lou:
An efficient DoF scheduling algorithm for multi-hop MIMO networks. INFOCOM 2013: 1546-1554 - [c42]Liguang Xie, Yi Shi
, Y. Thomas Hou, Wenjing Lou, Hanif D. Sherali, Scott F. Midkiff
:
Bundling mobile base station and wireless energy transfer: Modeling and optimization. INFOCOM 2013: 1636-1644 - [c41]Xiaoqi Qin, Xu Yuan, Yi Shi
, Y. Thomas Hou, Wenjing Lou, Scott F. Midkiff
:
On Throughput Maximization for a Multi-hop MIMO Network. MASS 2013: 37-45 - [c40]Xu Yuan, Yi Shi
, Y. Thomas Hou, Wenjing Lou, Sastry Kompella
:
UPS: A United Cooperative Paradigm for Primary and Secondary Networks. MASS 2013: 78-85 - [c39]Liguang Xie, Yi Shi
, Y. Thomas Hou, Wenjing Lou, Hanif D. Sherali:
On traveling path and related problems for a mobile station in a rechargeable sensor network. MobiHoc 2013: 109-118 - [c38]Xu Yuan, Canming Jiang, Yi Shi
, Yiwei Thomas Hou, Wenjing Lou, Sastry Kompella
:
Beyond interference avoidance: On transparent coexistence for multi-hop secondary CR networks. SECON 2013: 398-405 - [c37]Lei Shi, Yi Shi
, Yuxiang Ye, Zhenchun Wei, Jianghong Han:
An efficient interference management framework for multi-hop wireless networks. WCNC 2013: 1434-1439 - 2012
- [c36]Canming Jiang, Yi Shi
, Y. Thomas Hou, Wenjing Lou, Sastry Kompella
, Scott F. Midkiff
:
Squeezing the most out of interference: An optimization framework for joint interference exploitation and avoidance. INFOCOM 2012: 424-432 - [c35]Canming Jiang, Yi Shi
, Y. Thomas Hou, Wenjing Lou, Sastry Kompella
, Scott F. Midkiff
:
Toward simple criteria to establish capacity scaling laws for wireless networks. INFOCOM 2012: 774-782 - [c34]Canming Jiang, Yi Shi
, Y. Thomas Hou, Wenjing Lou:
Cherish every joule: Maximizing throughput with an eye on network-wide energy consumption. INFOCOM 2012: 1934-1941 - [c33]Yi Shi
, Yalin E. Sagduyu, Jason H. Li:
Low complexity multi-layer optimization for multi-hop wireless networks. MILCOM 2012: 1-6 - [c32]Liguang Xie, Yi Shi
, Y. Thomas Hou, Wenjing Lou, Hanif D. Sherali, Scott F. Midkiff
:
On renewable sensor networks with wireless energy transfer: The multi-node case. SECON 2012: 10-18 - 2011
- [c31]Sushant Sharma, Yi Shi
, Y. Thomas Hou, Sastry Kompella
:
Achievable Rate Analysis in Network-Coded Cooperative Communications with Multiple Relay Nodes. ICC 2011: 1-5 - [c30]Yi Shi
, Canming Jiang, Y. Thomas Hou, Sastry Kompella
:
On Capacity Scaling Law of Cognitive Radio Ad Hoc Networks. ICCCN 2011: 1-8 - [c29]Canming Jiang, Yi Shi
, Y. Thomas Hou, Sastry Kompella
:
On optimal throughput-energy curve for multi-hop wireless networks. INFOCOM 2011: 1341-1349 - [c28]Yi Shi
, Liguang Xie, Y. Thomas Hou, Hanif D. Sherali:
On renewable sensor networks with wireless energy transfer. INFOCOM 2011: 1350-1358 - [c27]Sushant Sharma, Yi Shi
, Y. Thomas Hou, Hanif D. Sherali, Sastry Kompella
:
Optimizing network-coded cooperative communications via joint session grouping and relay node selection. INFOCOM 2011: 1898-1906 - [c26]Yi Shi
, Jia Liu, Canming Jiang, Cunhao Gao, Y. Thomas Hou:
An optimal link layer model for multi-hop MIMO networks. INFOCOM 2011: 1916-1924 - [c25]Sushant Sharma, Yi Shi
, Y. Thomas Hou, Sastry Kompella
, Scott F. Midkiff
:
Optimal grouping and matching for network-coded cooperative communications. MILCOM 2011: 722-728 - 2010
- [c24]Sushant Sharma, Yi Shi
, Jia Liu, Y. Thomas Hou, Sastry Kompella
:
Is Network Coding Always Good for Cooperative Communications? INFOCOM 2010: 1990-1998 - [c23]Sushant Sharma, Yi Shi
, Y. Thomas Hou, Hanif D. Sherali, Sastry Kompella
:
Cooperative Communications in Multi-hop Wireless Networks: Joint Flow Routing and Relay Node Assignment. INFOCOM 2010: 2016-2024 - [c22]Jia Liu, Yi Shi
, Y. Thomas Hou:
A Tractable and Accurate Cross-Layer Model for Multi-Hop MIMO Networks. INFOCOM 2010: 2348-2356 - 2009
- [c21]Jia Liu, Y. Thomas Hou, Yi Shi
, Hanif D. Sherali:
On performance optimization for multi-carrier MIMO ad hoc networks. MobiHoc 2009: 43-54 - [c20]Yi Shi
, Y. Thomas Hou, Jia Liu, Sastry Kompella
:
How to correctly use the protocol interference model for multi-hop wireless networks. MobiHoc 2009: 239-248 - 2008
- [c19]Yi Shi, Yiwei Thomas Hou:
Theoretical Results on Base Station Movement Problem for Sensor Network. INFOCOM 2008: 1-5 - [c18]Yi Shi, Y. Thomas Hou:
A Distributed Optimization Algorithm for Multi-Hop Cognitive Radio Networks. INFOCOM 2008: 1292-1300 - [c17]Yi Shi, Sushant Sharma, Y. Thomas Hou, Sastry Kompella:
Optimal relay assignment for cooperative communications. MobiHoc 2008: 3-12 - 2007
- [c16]Yiwei Thomas Hou, Yi Shi
, Hanif D. Sherali:
Optimal Spectrum Sharing for Multi-Hop Software Defined Radio Networks. INFOCOM 2007: 1-9 - [c15]Yi Shi
, Yiwei Thomas Hou:
Optimal Power Control for Multi-Hop Software Defined Radio Networks. INFOCOM 2007: 1694-1702 - [c14]Yi Shi
, Y. Thomas Hou:
Network capacity of UWB-based sensor networks. QSHINE 2007: 26 - [c13]Yi Shi
, Yiwei Thomas Hou:
Approximation Algorithm for Base Station Placement in Wireless Sensor Networks. SECON 2007: 512-519 - [c12]Jia Liu, Tae Yoon Park, Y. Thomas Hou, Yi Shi
, Hanif D. Sherali:
Cross-Layer Optimization of MIMO-Based Mesh Networks Under Orthogonal Channels. WCNC 2007: 49-54 - 2006
- [c11]Jia Liu, Y. Thomas Hou, Yi Shi, Hanif D. Sherali:
Optimization of Multiuser MIMO Networks with Interference. GLOBECOM 2006 - [c10]Yi Shi
, Y. Thomas Hou, Alon Efrat
:
Algorithm design for base station placement problems in sensor networks. QSHINE 2006: 13 - 2005
- [c9]Y. Thomas Hou, Yi Shi
, Jianping Pan
, Scott F. Midkiff
, Kazem Sohraby:
Single-beam flow routing for wireless sensor networks. GLOBECOM 2005: 6 - [c8]Y. Thomas Hou, Yi Shi, Jeffrey H. Reed, Kazem Sohraby:
Flow routing for variable bit rate source nodes in energy-constrained wireless sensor networks. ICC 2005: 3057-3062 - [c7]Yiwei Thomas Hou, Yi Shi
, Hanif D. Sherali, Jeffrey E. Wieselthier:
Online lifetime-centric multicast routing for ad hoc networks with directional antennas. INFOCOM 2005: 761-772 - [c6]Yi Shi, Yiwei Thomas Hou, Hanif D. Sherali, Scott F. Midkiff:
Cross-layer optimization for routing data traffic in UWB-based sensor networks. MobiCom 2005: 299-312 - [c5]Yiwei Thomas Hou, Yi Shi
, Hanif D. Sherali:
On Base Station Selection for Anycast Flow Routing in Energy-Constrained Wireless Sensor Networks. QSHINE 2005: 8 - [c4]Yiwei Thomas Hou, Yi Shi
, Hanif D. Sherali, Scott F. Midkiff
:
Prolonging sensor network lifetime with energy provisioning and relay node placement. SECON 2005: 295-304 - 2004
- [c3]Y. Thomas Hou, Yi Shi
, Hanif D. Sherali:
On lexicographic max-min node lifetime for wireless sensor networks. ICC 2004: 3790-3796 - [c2]Yiwei Thomas Hou, Yi Shi
, Hanif D. Sherali:
Rate allocation in wireless sensor networks with network lifetime requirement. MobiHoc 2004: 67-77 - 2003
- [c1]Jianping Pan, Yiwei Thomas Hou, Lin Cai, Yi Shi, Sherman X. Shen:
Topology control for wireless sensor networks. MobiCom 2003: 286-299
Parts in Books or Collections
- 2020
- [p3]Tugba Erpek, Timothy J. O'Shea, Yalin E. Sagduyu, Yi Shi
, T. Charles Clancy:
Deep Learning for Wireless Communications. Development and Analysis of Deep Learning Architectures 2020: 223-266 - 2018
- [p2]Yi Shi, Yalin E. Sagduyu, Kemal Davaslioglu, Renato Levy:
Vulnerability Detection and Analysis in Adversarial Deep Learning. Guide to Vulnerability Analysis for Computer Networks and Systems 2018: 211-234 - [p1]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. Social Network Based Big Data Analysis and Applications 2018: 123-142
Editorship
- 2024
- [e3]Minhoe Kim, Gihyuk Ko, Yalin E. Sagduyu, Yi Shi:
Proceedings of the 2024 ACM Workshop on Wireless Security and Machine Learning, WiseML 2024, Seoul, Republic of Korea, 30 May 2024. ACM 2024 [contents] - 2023
- [e2]Deniz Gündüz, Mohammad Malekzadeh, Melek Önen, Yalin E. Sagduyu, Yi Shi, Junqing Zhang:
Proceedings of the 2023 ACM Workshop on Wireless Security and Machine Learning, WiseML2023, Guildford, United Kingdom, 1 June 2023. ACM 2023 [contents] - 2013
- [e1]Yi Shi, Yalin Evren Sagduyu, Charles Clancy:
Proceedings of the 1st ACM workshop on Cognitive radio architectures for broadband, CRAB@MobiCom 2013, Miami, Florida, USA, October 4, 2013. ACM 2013, ISBN 978-1-4503-2368-0 [contents]
Informal and Other Publications
- 2023
- [i28]Yi Shi, Yalin E. Sagduyu, Tugba Erpek:
Jamming Attacks on Decentralized Federated Learning in General Multi-Hop Wireless Networks. CoRR abs/2301.05250 (2023) - [i27]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 abs/2311.05808 (2023) - [i26]Yalin E. Sagduyu, Tugba Erpek, Yi Shi:
Securing NextG Systems against Poisoning Attacks on Federated Learning: A Game-Theoretic Solution. CoRR abs/2312.17164 (2023) - 2022
- [i25]Yi Shi, Yalin E. Sagduyu:
Jamming Attacks on Federated Learning in Wireless Networks. CoRR abs/2201.05172 (2022) - [i24]Yi Shi, Yalin E. Sagduyu, Tugba Erpek:
Federated Learning for Distributed Spectrum Sensing in NextG Communication Networks. CoRR abs/2204.03027 (2022) - [i23]Yi Shi, Yalin E. Sagduyu:
Sensing-Throughput Tradeoffs with Generative Adversarial Networks for NextG Spectrum Sharing. CoRR abs/2212.13598 (2022) - 2021
- [i22]Yalin E. Sagduyu, Tugba Erpek, Yi Shi:
Adversarial Machine Learning for 5G Communications Security. CoRR abs/2101.02656 (2021) - [i21]Yi Shi, Yalin E. Sagduyu, Tugba Erpek, Mustafa Cenk Gursoy:
How to Attack and Defend 5G Radio Access Network Slicing with Reinforcement Learning. CoRR abs/2101.05768 (2021) - [i20]Yi Shi, Yalin E. Sagduyu:
Adversarial Machine Learning for Flooding Attacks on 5G Radio Access Network Slicing. CoRR abs/2101.08724 (2021) - [i19]Yi Shi, Yalin E. Sagduyu:
Membership Inference Attack and Defense for Wireless Signal Classifiers with Deep Learning. CoRR abs/2107.12173 (2021) - [i18]Brian Kim, Yi Shi, Yalin E. Sagduyu, Tugba Erpek, Sennur Ulukus:
Adversarial Attacks against Deep Learning Based Power Control in Wireless Communications. CoRR abs/2109.08139 (2021) - 2020
- [i17]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 abs/2001.08883 (2020) - [i16]Tugba Erpek, Timothy J. O'Shea, Yalin E. Sagduyu, Yi Shi, T. Charles Clancy:
Deep Learning for Wireless Communications. CoRR abs/2005.06068 (2020) - [i15]Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu:
Over-the-Air Membership Inference Attacks as Privacy Threats for Deep Learning-based Wireless Signal Classifiers. CoRR abs/2006.14576 (2020) - [i14]Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu:
Generative Adversarial Network in the Air: Deep Adversarial Learning for Wireless Signal Spoofing. CoRR abs/2007.08363 (2020) - [i13]Yi Shi, Yalin E. Sagduyu, Tugba Erpek:
Reinforcement Learning for Dynamic Resource Optimization in 5G Radio Access Network Slicing. CoRR abs/2009.06579 (2020) - 2019
- [i12]Yi Shi, Yalin E. Sagduyu, Kemal Davaslioglu, Jason H. Li:
Generative Adversarial Networks for Black-Box API Attacks with Limited Training Data. CoRR abs/1901.09113 (2019) - [i11]Yi Shi, Tugba Erpek, Yalin E. Sagduyu, Jason H. Li:
Spectrum Data Poisoning with Adversarial Deep Learning. CoRR abs/1901.09247 (2019) - [i10]Yi Shi, Kemal Davaslioglu, Yalin E. Sagduyu:
Generative Adversarial Network for Wireless Signal Spoofing. CoRR abs/1905.01008 (2019) - [i9]Yalin E. Sagduyu, Yi Shi, Tugba Erpek:
IoT Network Security from the Perspective of Adversarial Deep Learning. CoRR abs/1906.00076 (2019) - [i8]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 abs/1909.11800 (2019) - [i7]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 abs/1910.05766 (2019) - [i6]Yalin E. Sagduyu, Yi Shi, Tugba Erpek:
Adversarial Deep Learning for Over-the-Air Spectrum Poisoning Attacks. CoRR abs/1911.00500 (2019) - [i5]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 abs/1912.05658 (2019) - [i4]Yi Shi, Yalin E. Sagduyu:
Coherent Communications in Self-Organizing Networks with Distributed Beamforming. CoRR abs/1912.10112 (2019) - 2018
- [i3]Tugba Erpek, Yalin E. Sagduyu, Yi Shi:
Deep Learning for Launching and Mitigating Wireless Jamming Attacks. CoRR abs/1807.02567 (2018) - [i2]Yi Shi, Yalin E. Sagduyu, Kemal Davaslioglu, Jason H. Li:
Active Deep Learning Attacks under Strict Rate Limitations for Online API Calls. CoRR abs/1811.01811 (2018) - 2017
- [i1]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 abs/1707.05287 (2017)
Coauthor Index
aka: Yiwei Thomas Hou
aka: Yalin Evren Sagduyu
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