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ORCIDLingjia Liu 0001
Person information
- affiliation: Virginia Tech, Bradley Department of Electrical and Computer Engineering, Blacksburg, VA, USA
- affiliation (former): University of Kansas, Lawrence, KS, USA
- affiliation (former): Samsung Telecommunications America, Richardson, TX, USA
- affiliation (PhD 2007): Texas A&M University, College Station, Texas, USA
Other persons with the same name
- Lingjia Liu 0002
![[0000-0001-6929-7162]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0001-6929-7162")
— Wuhan University, State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, China
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2020 – today
- 2024
[j130]Shadab Mahboob, Lingjia Liu:
Revolutionizing Future Connectivity: A Contemporary Survey on AI-Empowered Satellite-Based Non-Terrestrial Networks in 6G. IEEE Commun. Surv. Tutorials 26(2): 1279-1321 (2024)- [j129]Jiongyu Dai, Qiang Li, Haining Wang, Lingjia Liu:
Understanding images of surveillance devices in the wild. Knowl. Based Syst. 284: 111226 (2024) - [j128]Karim A. Said, A. A. Louis Beex, Lingjia Liu:
Maximally Concentrated Sequences After Half-Sample Shifts. IEEE Signal Process. Lett. 31: 1354-1358 (2024) - [j127]Jiarui Xu, Lianjun Li, Lizhong Zheng, Lingjia Liu:
Detect to Learn: Structure Learning With Attention and Decision Feedback for MIMO-OFDM Receive Processing. IEEE Trans. Commun. 72(1): 146-161 (2024) - [j126]Bin Yu, Chen Qian, Peng Lin, Juho Lee, Qi Li, Seungil Park, Suhwook Kim, Changbae Yoon, Su Hu, Lingjia Liu:
Light-Weight AI Enabled Non-Linearity Compensation Leveraging High Order Modulations. IEEE Trans. Commun. 72(1): 539-552 (2024) - [j125]Shashank Jere, Ying Wang, Ishan Aryendu, Shehadi Dayekh, Lingjia Liu:
Bayesian Inference-Assisted Machine Learning for Near Real-Time Jamming Detection and Classification in 5G New Radio (NR). IEEE Trans. Wirel. Commun. 23(7): 7043-7059 (2024) - [c110]Jiarui Xu, Karim Said, Lizhong Zheng, Lingjia Liu:
Neural Network-Based Two-Dimensional Filtering for OTFS Symbol Detection. ICC 2024: 1879-1884 - [c109]Yibin Liang, Usama Saeed, Lingjia Liu:
Resilient Machine Learning for NextG Wireless Systems Under Smart Jamming. ICC 2024: 2549-2554 - [i43]Mahfuzur Rahman, Md. Zoheb Hassan, Jeffrey H. Reed, Lingjia Liu:
Non-Terrestrial Network (NTN): a Novel Alternate Fractional Programming for the Downlink Channels Power Allocation. CoRR abs/2401.10251 (2024) - [i42]Jiarui Xu, Shashank Jere, Yifei Song, Yi-Hung Kao, Lizhong Zheng, Lingjia Liu:
Learning at the Speed of Wireless: Online Real-Time Learning for AI-Enabled MIMO in NextG. CoRR abs/2403.02651 (2024) - [i41]Jiarui Xu, Karim Said, Lizhong Zheng, Lingjia Liu:
Neural Network-based Two-Dimensional Filtering for OTFS Symbol Detection. CoRR abs/2406.16868 (2024) - [i40]Farhad Rezazadeh, Sergio Barrachina-Muñoz, Hatim Chergui, Josep Mangues, Mehdi Bennis, Dusit Niyato, Houbing Song, Lingjia Liu:
Toward Explainable Reasoning in 6G: A Proof of Concept Study on Radio Resource Allocation. CoRR abs/2407.10186 (2024) - [i39]Farhad Rezazadeh, Amir Ashtari Gargari, Sandra Lagén, Josep Mangues, Dusit Niyato, Lingjia Liu:
Demo: Generative Open xG Network Simulation with Multi-Agent LLM and ns-3 (GenOnet). CoRR abs/2408.13781 (2024) - 2023
- [j124]Wanshi Chen, Xingqin Lin, Juho Lee, Antti Toskala, Shu Sun, Carla-Fabiana Chiasserini, Lingjia Liu:
Guest Editorial Special Issue on 3GPP Technologies: 5G-Advanced and Beyond. IEEE J. Sel. Areas Commun. 41(6): 1587-1591 (2023) - [j123]Wanshi Chen, Xingqin Lin, Juho Lee, Antti Toskala, Shu Sun, Carla-Fabiana Chiasserini, Lingjia Liu:
5G-Advanced Toward 6G: Past, Present, and Future. IEEE J. Sel. Areas Commun. 41(6): 1592-1619 (2023) - [j122]Shiya Liu, Lingjia Liu, Yang Yi:
Quantized Reservoir Computing for Spectrum Sensing With Knowledge Distillation. IEEE Trans. Cogn. Dev. Syst. 15(1): 88-99 (2023) - [j121]Bodong Shang, Elizabeth Serena Bentley, Lingjia Liu:
UAV Swarm-Enabled Aerial Reconfigurable Intelligent Surface: Modeling, Analysis, and Optimization. IEEE Trans. Commun. 71(6): 3621-3636 (2023) - [j120]Shashank Jere, Ramin Safavinejad, Lingjia Liu:
Theoretical Foundation and Design Guideline for Reservoir Computing-Based MIMO-OFDM Symbol Detection. IEEE Trans. Commun. 71(9): 5169-5181 (2023) - [j119]Hao-Hsuan Chang, Hao Chen, Jianzhong Zhang, Lingjia Liu:
Decentralized Deep Reinforcement Learning Meets Mobility Load Balancing. IEEE/ACM Trans. Netw. 31(2): 473-484 (2023) - [j118]Junchao Ma, Lingjia Liu, Bodong Shang, Shashank Jere, Pingzhi Fan:
Performance Analysis and Optimization for Layer-Based Scalable Video Caching in 6G Networks. IEEE/ACM Trans. Netw. 31(4): 1494-1506 (2023) - [j117]Hao-Hsuan Chang, Yifei Song, Thinh T. Doan, Lingjia Liu:
Federated Multi-Agent Deep Reinforcement Learning (Fed-MADRL) for Dynamic Spectrum Access. IEEE Trans. Wirel. Commun. 22(8): 5337-5348 (2023) - [j116]Lianjun Li, Jiarui Xu, Lizhong Zheng, Lingjia Liu:
Real-Time Machine Learning for Multi-User Massive MIMO: Symbol Detection Using Multi-Mode StructNet. IEEE Trans. Wirel. Commun. 22(12): 9172-9186 (2023) - [j115]Shashank Jere, Yifei Song, Yang Yi, Lingjia Liu:
Distributed Learning Meets 6G: A Communication and Computing Perspective. IEEE Wirel. Commun. 30(1): 112-117 (2023) - [j114]Shashank Jere, Ramin Safavinejad, Lizhong Zheng, Lingjia Liu:
Channel Equalization Through Reservoir Computing: A Theoretical Perspective. IEEE Wirel. Commun. Lett. 12(5): 774-778 (2023) - [c108]D. J. Shyy, Cuong Luu, David Gabay, John D. Xu, David Bate, Lingjia Liu, Tugba Erpek:
Multi-Hop User Equipment (UE) to UE Relays for MANET/Mesh Leveraging 5G NR Sidelink. SEC 2023: 341-346 - [c107]Jiarui Xu, Usama Saeed, Jonathan D. Ashdown, Lingjia Liu:
Online Learning Meets Semantic Communication over Wireless Channels. MILCOM 2023: 478-483 - [c106]Shashank Jere, Karim A. Said, Lizhong Zheng, Lingjia Liu:
Towards Explainable Machine Learning: The Effectiveness of Reservoir Computing in Wireless Receive Processing. MILCOM 2023: 667-672 - [c105]Mahfuzur Rahman, Md. Zoheb Hassan, Jeffrey H. Reed, Lingjia Liu:
Non-Terrestrial Network (NTN): a Novel Alternate Fractional Programming for the Downlink Channels Power Allocation. MILCOM 2023: 963-968 - [i38]Shadab Mahboob, Lingjia Liu:
A Tutorial on AI-Enabled Non-Terrestrial Networks in 6G. CoRR abs/2303.01633 (2023) - [i37]Wanshi Chen, Xingqin Lin, Juho Lee, Antti Toskala, Shu Sun, Carla-Fabiana Chiasserini, Lingjia Liu:
5G-Advanced Towards 6G: Past, Present, and Future. CoRR abs/2303.07456 (2023) - [i36]Shashank Jere, Yifei Song, Yang Yi, Lingjia Liu:
Distributed Learning Meets 6G: A Communication and Computing Perspective. CoRR abs/2303.12802 (2023) - [i35]Shashank Jere, Lizhong Zheng, Karim A. Said, Lingjia Liu:
Universal Approximation of Linear Time-Invariant (LTI) Systems through RNNs: Power of Randomness in Reservoir Computing. CoRR abs/2308.02464 (2023) - [i34]Charles E. Thornton, Evan Allen, Evar Jones, Daniel Jakubisin, Fred Templin, Lingjia Liu:
On the Role of 5G and Beyond Sidelink Communication in Multi-Hop Tactical Networks. CoRR abs/2309.16628 (2023) - [i33]Shashank Jere, Karim A. Said, Lizhong Zheng, Lingjia Liu:
Towards Explainable Machine Learning: The Effectiveness of Reservoir Computing in Wireless Receive Processing. CoRR abs/2310.04956 (2023) - [i32]Jiarui Xu, Karim A. Said, Lizhong Zheng, Lingjia Liu:
2D-RC: Two-Dimensional Neural Network Approach for OTFS Symbol Detection. CoRR abs/2311.08543 (2023) - [i31]Ying Wang, Shashank Jere, Soumya Banerjee, Lingjia Liu, Sachin Shetty, Shehadi Dayekh:
Anonymous Jamming Detection in 5G with Bayesian Network Model Based Inference Analysis. CoRR abs/2311.17097 (2023) - 2022
- [j113]Hao-Hsuan Chang, Lingjia Liu, Jianan Bai, Alex Pidwerbetsky, Allan Berlinsky, Joe Huang, Jonathan D. Ashdown, Kurt A. Turck, Yang Yi:
Resource Allocation for D2D Cellular Networks With QoS Constraints: A DC Programming- Based Approach. IEEE Access 10: 16424-16438 (2022) - [j112]Qiang Fan, Jianan Bai, Hongxia Zhang, Yang Yi, Lingjia Liu:
Delay-Aware Resource Allocation in Fog-Assisted IoT Networks Through Reinforcement Learning. IEEE Internet Things J. 9(7): 5189-5199 (2022) - [j111]Javad Sabzehali, Vijay K. Shah, Qiang Fan, Biplav Choudhury, Lingjia Liu, Jeffrey H. Reed:
Optimizing Number, Placement, and Backhaul Connectivity of Multi-UAV Networks. IEEE Internet Things J. 9(21): 21548-21560 (2022) - [j110]Nima Mohammadi, Jianan Bai, Qiang Fan, Yifei Song, Yang Yi, Lingjia Liu:
Differential Privacy Meets Federated Learning Under Communication Constraints. IEEE Internet Things J. 9(22): 22204-22219 (2022) - [j109]Zhou Zhou, Kangjun Bai, Nima Mohammadi, Yang Yi, Lingjia Liu:
Making Intelligent Reflecting Surfaces More Intelligent: A Roadmap Through Reservoir Computing. IEEE Netw. 36(2): 175-180 (2022) - [j108]Hongyu An, Mohammad Shah Al-Mamun, Marius K. Orlowski, Lingjia Liu, Yang Yi:
Three-Dimensional Neuromorphic Computing System With Two-Layer and Low-Variation Memristive Synapses. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(3): 400-409 (2022) - [j107]Lianjun Li, Lingjia Liu, Zhou Zhou, Yang Yi:
Reservoir Computing Meets Extreme Learning Machine in Real-Time MIMO-OFDM Receive Processing. IEEE Trans. Commun. 70(5): 3126-3140 (2022) - [j106]Hao-Hsuan Chang, Lingjia Liu, Yang Yi:
Deep Echo State Q-Network (DEQN) and Its Application in Dynamic Spectrum Sharing for 5G and Beyond. IEEE Trans. Neural Networks Learn. Syst. 33(3): 929-939 (2022) - [j105]Jiarui Xu, Zhou Zhou, Lianjun Li, Lizhong Zheng, Lingjia Liu:
RC-Struct: A Structure-Based Neural Network Approach for MIMO-OFDM Detection. IEEE Trans. Wirel. Commun. 21(9): 7181-7193 (2022) - [j104]Zhou Zhou, Lingjia Liu, Jiarui Xu, A. Robert Calderbank:
Learning to Equalize OTFS. IEEE Trans. Wirel. Commun. 21(9): 7723-7736 (2022) - [j103]Nan Qu, Bingbing Li, Rubayet Shafin Bradley Shafin, Mingqian Liu, Fengkui Gong, Lingjia Liu:
Angle-Based Downlink Beam Selection and User Scheduling for Massive MIMO Systems. IEEE Trans. Wirel. Commun. 21(10): 8077-8089 (2022) - [j102]Zhou Zhou, Lingjia Liu, Jiarui Xu:
Harnessing Tensor Structures - Multi-Mode Reservoir Computing and Its Application in Massive MIMO. IEEE Trans. Wirel. Commun. 21(10): 8120-8133 (2022) - [j101]Bodong Shang, H. Vincent Poor, Lingjia Liu:
Aerial Reconfigurable Intelligent Surfaces Meet Mobile Edge Computing. IEEE Wirel. Commun. 29(6): 104-111 (2022) - [c104]Usama Saeed, Lingjia Liu, Kai Zeng, A. Robert Calderbank:
Securing Wireless Channels: Reliable Shared Secret Extraction through OTFS. CNS 2022: 199-207 - [c103]Yifei Song, Hao-Hsuan Chang, Lingjia Liu:
Federated Dynamic Spectrum Access through Multi-Agent Deep Reinforcement Learning. GLOBECOM 2022: 3466-3471 - [c102]Ying Wang, Shashank Jere, Soumya Banerjee, Lingjia Liu, Sachin Shetty, Shehadi Dayekh:
Anonymous Jamming Detection in 5G with Bayesian Network Model Based Inference Analysis. HPSR 2022: 151-156 - [c101]Nima Mohammadi, Lingjia Liu, Yang Yi:
Policy-based Fully Spiking Reservoir Computing for Multi-Agent Distributed Dynamic Spectrum Access. ICC 2022: 1-6 - [c100]Lianjun Li, Jiarui Xu, Lingjia Liu:
Real-Time Symbol Detection For Massive MIMO Systems With Multi-Mode Reservoir Computing. ICC 2022: 944-949 - [c99]Shashank Jere, Hussein Metwaly Saad, Lingjia Liu:
Error bound characterization for reservoir computing-based OFDM symbol detection. ICC 2022: 1349-1354 - [c98]Yibin Liang, Lianjun Li, Yang Yi, Lingjia Liu:
Real-time Machine Learning for Symbol Detection in MIMO-OFDM Systems. INFOCOM 2022: 2068-2077 - [c97]Zheng Wang, Lingjia Liu, Yang Yi, A. Robert Calderbank, Jianzhong Zhang:
Low-Complexity Channel Matrix Calculation for OTFS Systems with Fractional Delay and Doppler. MILCOM 2022: 787-792 - [c96]Hao-Hsuan Chang, R. B. Sai Sree, Hao Chen, Jianzhong Zhang, Lingjia Liu:
MADRL Based Scheduling for 5G and Beyond. MILCOM 2022: 873-878 - [i30]Jiarui Xu, Lianjun Li, Lizhong Zheng, Lingjia Liu:
Learn to Detect and Detect to Learn: Structure Learning and Decision Feedback for MIMO-OFDM Receive Processing. CoRR abs/2208.09287 (2022) - 2021
- [j100]Bodong Shang, Lingjia Liu, Hao Song, Bowen Xu, Scott Pudlewski, Elizabeth Serena Bentley:
Trade-Offs in Reliability, Latency, and Energy for Random Network Coding-Enabled Networks. IEEE Commun. Lett. 25(8): 2768-2772 (2021) - [j99]Junchao Ma, Bodong Shang, Lingjia Liu, Cheng Zhang, Pingzhi Fan:
Cooperative Caching in HetNets With Mutual Information Accumulation. IEEE Netw. Lett. 3(3): 105-109 (2021) - [j98]Junchao Ma, Lingjia Liu, Hao Song, Pingzhi Fan:
On the Fundamental Tradeoffs Between Video Freshness and Video Quality in Real-Time Applications. IEEE Internet Things J. 8(3): 1492-1503 (2021) - [j97]Hao Song, Lingjia Liu, Jonathan D. Ashdown, Yang Yi:
A Deep Reinforcement Learning Framework for Spectrum Management in Dynamic Spectrum Access. IEEE Internet Things J. 8(14): 11208-11218 (2021) - [j96]Jianan Bai, Hao Song, Yang Yi, Lingjia Liu:
Multiagent Reinforcement Learning Meets Random Access in Massive Cellular Internet of Things. IEEE Internet Things J. 8(24): 17417-17428 (2021) - [j95]Victor M. Gan, Yibin Liang, Lianjun Li, Lingjia Liu, Yang Yi:
A Cost-Efficient Digital ESN Architecture on FPGA for OFDM Symbol Detection. ACM J. Emerg. Technol. Comput. Syst. 17(4): 47:1-47:15 (2021) - [j94]Bodong Shang, Yang Yi, Lingjia Liu:
Computing over Space-Air-Ground Integrated Networks: Challenges and Opportunities. IEEE Netw. 35(4): 302-309 (2021) - [j93]Hongyu An, Mohammad Shah Al-Mamun, Marius Orlowski, Lingjia Liu, Yang Yi:
Robust Deep Reservoir Computing Through Reliable Memristor With Improved Heat Dissipation Capability. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(3): 574-583 (2021) - [j92]Kangjun Bai, Lingjia Liu, Yang Yi:
Spatial-Temporal Hybrid Neural Network With Computing-in-Memory Architecture. IEEE Trans. Circuits Syst. I Regul. Pap. 68(7): 2850-2862 (2021) - [j91]Kian Hamedani, Lingjia Liu, Yang Yi:
Energy Efficient MIMO-OFDM Spectrum Sensing Using Deep Stacked Spiking Delayed Feedback Reservoir Computing. IEEE Trans. Green Commun. Netw. 5(1): 484-496 (2021) - [j90]Bodong Shang, Lingjia Liu, Zhi Tian:
Deep Learning-Assisted Energy-Efficient Task Offloading in Vehicular Edge Computing Systems. IEEE Trans. Veh. Technol. 70(9): 9619-9624 (2021) - [j89]Zhou Zhou, Lingjia Liu, Shashank Jere, Jianzhong Zhang, Yang Yi:
RCNet: Incorporating Structural Information Into Deep RNN for Online MIMO-OFDM Symbol Detection With Limited Training. IEEE Trans. Wirel. Commun. 20(6): 3524-3537 (2021) - [j88]Nan Qu, Lingjia Liu, Rubayet Shafin Bradley Shafin, Bingbing Li, Mingqian Liu, Fengkui Gong:
Interference Alignment Meets Multi-Cell Multi-User Massive FD-MIMO Systems in DoA-Based Precoding. IEEE Trans. Wirel. Commun. 20(11): 7460-7474 (2021) - [j87]Bodong Shang, Rubayet Shafin Bradley Shafin, Lingjia Liu:
UAV Swarm-Enabled Aerial Reconfigurable Intelligent Surface (SARIS). IEEE Wirel. Commun. 28(5): 156-163 (2021) - [c95]Jiarui Xu, Zhou Zhou, Lianjun Li, Lizhong Zheng, Lingjia Liu:
RC-Struct: Reservoir Computing Meets Knowledge of Structure in MIMO-OFDM. GLOBECOM (Workshops) 2021: 1-5 - [c94]Osaze Shears, Kangjun Bai, Lingjia Liu, Yang Yi:
A Hybrid FPGA-ASIC Delayed Feedback Reservoir System to Enable Spectrum Sensing/Sharing for Low Power IoT Devices ICCAD Special Session Paper. ICCAD 2021: 1-9 - [c93]Hao Song, Lingjia Liu, Bodong Shang, Scott Pudlewski, Elizabeth Serena Bentley:
Enhanced Flooding-Based Routing Protocol for Swarm UAV Networks: Random Network Coding Meets Clustering. INFOCOM 2021: 1-10 - [c92]Kian Hamedani, Lingjia Liu, Jithin Jagannath, Yang Cindy Yi:
Adversarial Classification of the Attacks on Smart Grids Using Game Theory and Deep Learning. WiseML@WiSec 2021: 13-18 - [i29]Nima Mohammadi, Jianan Bai, Qiang Fan, Yifei Song, Yang Yi, Lingjia Liu:
Differential Privacy Meets Federated Learning under Communication Constraints. CoRR abs/2101.12240 (2021) - [i28]Zhou Zhou, Kangjun Bai, Nima Mohammadi, Yang Yi, Lingjia Liu:
Making Intelligent Reflecting Surfaces More Intelligent: A Roadmap Through Reservoir Computing. CoRR abs/2102.03688 (2021) - [i27]Zhou Zhou, Lingjia Liu, Jiarui Xu:
Harnessing Tensor Structures - Multi-Mode Reservoir Computing and Its Application in Massive MIMO. CoRR abs/2102.09322 (2021) - [i26]EmadelDin A. Mazied, Lingjia Liu, Scott F. Midkiff:
Towards Intelligent RAN Slicing for B5G: Opportunities and Challenges. CoRR abs/2103.00227 (2021) - [i25]Kian Hamedani, Lingjia Liu, Jithin Jagannath, Yang Yi:
Adversarial Classification of the Attacks on Smart Grids Using Game Theory and Deep Learning. CoRR abs/2106.03209 (2021) - [i24]Yifei Song, Hao-Hsuan Chang, Zhou Zhou, Shashank Jere, Lingjia Liu:
Federated Dynamic Spectrum Access. CoRR abs/2106.14976 (2021) - [i23]Jiarui Xu, Zhou Zhou, Lianjun Li, Lizhong Zheng, Lingjia Liu:
RC-Struct: A Structure-based Neural Network Approach for MIMO-OFDM Detection. CoRR abs/2110.02219 (2021) - [i22]Hao Song, Lingjia Liu, Bodong Shang, Scott Pudlewski, Elizabeth Serena Bentley:
Clustering-based Multicast Scheme for UAV Networks. CoRR abs/2111.02509 (2021) - [i21]Javad Sabzehali, Vijay K. Shah, Qiang Fan, Biplav Choudhury, Lingjia Liu, Jeffrey H. Reed:
Optimizing Number, Placement, and Backhaul Connectivity of Multi-UAV Networks. CoRR abs/2111.05457 (2021) - [i20]Hao Song, Lingjia Liu, Ananth Balasubramanian:
Efficient Data Exchange in Unmanned Aerial Vehicle Networks Utilizing Unsupervised Learning-Based Clustering. CoRR abs/2112.14704 (2021) - 2020
- [j86]Qiyuan An, Kangjun Bai, Lingjia Liu, Fangyang Shen, Yang Yi:
A unified information perceptron using deep reservoir computing. Comput. Electr. Eng. 85: 106705 (2020) - [j85]Hao Song, Jianan Bai, Yang Yi, Jinsong Wu, Lingjia Liu:
Artificial Intelligence Enabled Internet of Things: Network Architecture and Spectrum Access. IEEE Comput. Intell. Mag. 15(1): 44-51 (2020) - [j84]Kangjun Bai, Yang Yi, Zhou Zhou, Shashank Jere, Lingjia Liu:
Moving Toward Intelligence: Detecting Symbols on 5G Systems Through Deep Echo State Network. IEEE J. Emerg. Sel. Topics Circuits Syst. 10(2): 253-263 (2020) - [j83]Bodong Shang, Lingjia Liu:
Mobile-Edge Computing in the Sky: Energy Optimization for Air-Ground Integrated Networks. IEEE Internet Things J. 7(8): 7443-7456 (2020) - [j82]Lianjun Li, Lingjia Liu, Jianan Bai, Hao-Hsuan Chang, Hao Chen, Jonathan D. Ashdown, Jianzhong Zhang, Yang Yi:
Accelerating Model-Free Reinforcement Learning With Imperfect Model Knowledge in Dynamic Spectrum Access. IEEE Internet Things J. 7(8): 7517-7528 (2020) - [j81]Junlin Zhang, Lingjia Liu, Mingqian Liu, Yang Yi, Qinghai Yang, Fengkui Gong:
MIMO Spectrum Sensing for Cognitive Radio-Based Internet of Things. IEEE Internet Things J. 7(9): 8874-8885 (2020) - [j80]Chenyuan Zhao, Qiyuan An, Kangjun Bai, Bryant Wysocki, Clare Thiem, Lingjia Liu, Yang Yi:
Energy Efficient Temporal Spatial Information Processing Circuits Based on STDP and Spike Iteration. IEEE Trans. Circuits Syst. II Express Briefs 67-II(10): 1715-1719 (2020) - [j79]Bodong Shang, Lingjia Liu, Raghunandan M. Rao, Vuk Marojevic, Jeffrey H. Reed:
3D Spectrum Sharing for Hybrid D2D and UAV Networks. IEEE Trans. Commun. 68(9): 5375-5389 (2020) - [j78]Kian Hamedani, Lingjia Liu, Shiyan Hu, Jonathan D. Ashdown, Jinsong Wu, Yang Yi:
Detecting Dynamic Attacks in Smart Grids Using Reservoir Computing: A Spiking Delayed Feedback Reservoir Based Approach. IEEE Trans. Emerg. Top. Comput. Intell. 4(3): 253-264 (2020) - [j77]Mingqian Liu, Lingjia Liu, Hao Song, Yaohua Hu, Yang Yi, Fengkui Gong:
Signal Estimation in Underlay Cognitive Networks for Industrial Internet of Things. IEEE Trans. Ind. Informatics 16(8): 5478-5488 (2020) - [j76]Xiaoxuan Wang, Lingjia Liu, Li Zhu, Tao Tang:
Train-Centric CBTC Meets Age of Information in Train-to-Train Communications. IEEE Trans. Intell. Transp. Syst. 21(10): 4072-4085 (2020) - [j75]Kangjun Bai, Qiyuan An, Lingjia Liu, Yang Yi:
A Training-Efficient Hybrid-Structured Deep Neural Network With Reconfigurable Memristive Synapses. IEEE Trans. Very Large Scale Integr. Syst. 28(1): 62-75 (2020) - [j74]Rubayet Shafin Bradley Shafin, Lingjia Liu:
Superimposed Pilot for Multi-Cell Multi-User Massive FD-MIMO Systems. IEEE Trans. Wirel. Commun. 19(5): 3591-3606 (2020) - [j73]Zhou Zhou, Lingjia Liu, Hao-Hsuan Chang:
Learning for Detection: MIMO-OFDM Symbol Detection Through Downlink Pilots. IEEE Trans. Wirel. Commun. 19(6): 3712-3726 (2020) - [j72]Rubayet Shafin Bradley Shafin, Hao Chen, Young-Han Nam, Sooyoung Hur, Jeongho Park, Jianzhong Zhang, Jeffrey H. Reed, Lingjia Liu:
Self-Tuning Sectorization: Deep Reinforcement Learning Meets Broadcast Beam Optimization. IEEE Trans. Wirel. Commun. 19(6): 4038-4053 (2020) - [j71]Junchao Ma, Lingjia Liu, Hao Song, Rubayet Shafin Bradley Shafin, Bodong Shang, Pingzhi Fan:
Scalable Video Transmission in Cache-Aided Device-to-Device Networks. IEEE Trans. Wirel. Commun. 19(6): 4247-4261 (2020) - [j70]Bodong Shang, Lingjia Liu, Hao Chen, Charlie Jianzhong Zhang, Scott Pudlewski, Elizabeth Serena Bentley, Jonathan D. Ashdown:
Spatial Spectrum Sensing in Uplink Two-Tier User-Centric Deployed HetNets. IEEE Trans. Wirel. Commun. 19(12): 7957-7972 (2020) - [j69]Hao Song, Lingjia Liu, Scott M. Pudlewski, Elizabeth Serena Bentley:
Random Network Coding Enabled Routing Protocol in Unmanned Aerial Vehicle Networks. IEEE Trans. Wirel. Commun. 19(12): 8382-8395 (2020) - [j68]Bodong Shang, Vuk Marojevic, Yang Yi, Aly Sabri Abdalla, Lingjia Liu:
Spectrum Sharing for UAV Communications: Spatial Spectrum Sensing and Open Issues. IEEE Veh. Technol. Mag. 15(2): 104-112 (2020) - [j67]Rubayet Shafin Bradley Shafin, Lingjia Liu, Vikram Chandrasekhar, Hao Chen, Jeffrey H. Reed, Jianzhong Charlie Zhang:
Artificial Intelligence-Enabled Cellular Networks: A Critical Path to Beyond-5G and 6G. IEEE Wirel. Commun. 27(2): 212-217 (2020) - [j66]Bodong Shang, Lingjia Liu:
Machine Learning Meets Point Process: Spatial Spectrum Sensing in User-Centric Networks. IEEE Wirel. Commun. Lett. 9(1): 34-37 (2020) - [j65]Lianjun Li, Hao Chen, Hao-Hsuan Chang, Lingjia Liu:
Deep Residual Learning Meets OFDM Channel Estimation. IEEE Wirel. Commun. Lett. 9(5): 615-618 (2020) - [c91]Zhou Zhou, Lingjia Liu, Vikram Chandrasekhar, Jianzhong Zhang, Yang Yi:
Deep Reservoir Computing Meets 5G MIMO-OFDM Systems in Symbol Detection. AAAI 2020: 1266-1273 - [c90]Kian Hamedani, Lingjia Liu, Shiya Liu, Haibo He, Yang Yi:
Deep Spiking Delayed Feedback Reservoirs and Its Application in Spectrum Sensing of MIMO-OFDM Dynamic Spectrum Sharing. AAAI 2020: 1292-1299 - [c89]Zhou Zhou, Shashank Jere, Lizhong Zheng, Lingjia Liu:
Learning with Knowledge of Structure: A Neural Network-Based Approach for MIMO-OFDM Detection. ACSSC 2020: 22-26 - [c88]Siyu Liao, Chunhua Deng, Yi Xie, Lingjia Liu, Bo Yuan:
Low-complexity Neural Network-based MIMO Detector using Permuted Diagonal Matrix. ACSSC 2020: 111-115 - [c87]Fabiha Nowshin, Yuhao Zhang, Lingjia Liu, Yang Yi:
Recent Advances in Reservoir Computing With A Focus on Electronic Reservoirs. IGSC (Workshops) 2020: 1-8 - [c86]Kangjun Bai, Lingjia Liu, Zhou Zhou, Yang Yi:
Detection Through Deep Neural Networks: A Reservoir Computing Approach for MIMO-OFDM Symbol Detection. ICCAD 2020: 30:1-30:7 - [c85]He Jiang, Lusi Li, Haibo He, Lingjia Liu:
Evolutionary Search for Energy-Efficient Distributed Cooperative Spectrum Sensing. ICNC 2020: 567-571 - [c84]He Jiang, Haibo He, Lingjia Liu:
Dynamic Spectrum Access for Femtocell Networks: A Graph Neural Network Based Learning Approach. ICNC 2020: 927-931 - [c83]Bodong Shang, Shiya Liu, Sidi Lu, Yang Yi, Weisong Shi, Lingjia Liu:
A Cross-Layer Optimization Framework for Distributed Computing in IoT Networks. SEC 2020: 440-444 - [c82]Shiya Liu, Lingjia Liu, Yang Yi:
Quantized Reservoir Computing on Edge Devices for Communication Applications. SEC 2020: 445-449 - [c81]Qingyu Liu, Haibo Zeng, Minghua Chen, Lingjia Liu:
Cost Minimization in Multi-Path Communication under Throughput and Maximum Delay Constraints. INFOCOM 2020: 2263-2272 - [c80]Shiya Liu, Yibin Liang, Victor M. Gan, Lingjia Liu, Yang Yi:
Accurate and Efficient Quantized Reservoir Computing System. ISQED 2020: 364-369 - [c79]Fabiha Nowshin, Lingjia Liu, Yang Cindy Yi:
Energy Efficient and Adaptive Analog IC Design for Delay-Based Reservoir Computing. MWSCAS 2020: 592-595 - [c78]Qiang Fan, Jianan Bai, Hao-Hsuan Chang, Lianjun Li, Shiya Liu, Joe Huang, John Burgess, Allan Berlinsky, Alex Pidwerbetsky, Jonathan D. Ashdown, Kurt A. Turck, Lingjia Liu:
Intelligent DSA-assisted clustered IoT networks: neuromorphic computing meets genetic algorithm. NANOCOM 2020: 24:1-24:6 - [c77]Aly Sabri Abdalla, Bodong Shang, Vuk Marojevic, Lingjia Liu:
Performance Evaluation of Aerial Relaying Systems for Improving Secrecy in Cellular Networks. VTC Fall 2020: 1-5 - [c76]Aly Sabri Abdalla, Bodong Shang, Vuk Marojevic, Lingjia Liu:
Securing Mobile IoT with Unmanned Aerial Systems. WF-IoT 2020: 1-6 - [c75]Lianjun Li, Lingjia Liu, Jianzhong Charlie Zhang, Jonathan D. Ashdown, Yang Yi:
Reservoir Computing Meets Wi-Fi in Software Radios: Neural Network-based Symbol Detection using Training Sequences and Pilots. WOCC 2020: 1-6 - [i19]Zhou Zhou, Lingjia Liu, Shashank Jere, Jianzhong Zhang, Yang Yi:
RCNet: Incorporating Structural Information into Deep RNN for MIMO-OFDM Symbol Detection with Limited Training. CoRR abs/2003.06923 (2020) - [i18]Qiang Fan, Jianan Bai, Hongxia Zhang, Yang Yi, Lingjia Liu:
Delay-aware Resource Allocation in Fog-assisted IoT Networks Through Reinforcement Learning. CoRR abs/2005.04097 (2020) - [i17]Aly Sabri Abdalla, Bodong Shang, Vuk Marojevic, Lingjia Liu:
Securing Mobile IoT with Unmanned Aerial Systems. CoRR abs/2005.07363 (2020) - [i16]Shashank Jere, Qiang Fan, Bodong Shang, Lianjun Li, Lingjia Liu:
Federated Learning in Mobile Edge Computing: An Edge-Learning Perspective for Beyond 5G. CoRR abs/2007.08030 (2020) - [i15]Hao-Hsuan Chang, Lingjia Liu, Yang Yi:
Deep Echo State Q-Network (DEQN) and Its Application in Dynamic Spectrum Sharing for 5G and Beyond. CoRR abs/2010.05449 (2020) - [i14]Zhou Zhou, Shashank Jere, Lizhong Zheng, Lingjia Liu:
Learning for Integer-Constrained Optimization through Neural Networks with Limited Training. CoRR abs/2011.05399 (2020) - [i13]Zhou Zhou, Shashank Jere, Lizhong Zheng, Lingjia Liu:
Learning with Knowledge of Structure: A Neural Network-Based Approach for MIMO-OFDM Detection. CoRR abs/2012.00711 (2020) - [i12]Zhou Zhou, Yan Xin, Hao Chen, Charlie Zhang, Lingjia Liu:
Pareto Deterministic Policy Gradients and Its Application in 5G Massive MIMO Networks. CoRR abs/2012.01279 (2020) - [i11]Rui Chen, Liang Li, Kaiping Xue, Chi Zhang, Lingjia Liu, Miao Pan:
To Talk or to Work: Energy Efficient Federated Learning over Mobile Devices via the Weight Quantization and 5G Transmission Co-Design. CoRR abs/2012.11070 (2020)
2010 – 2019
- 2019
- [j64]Xiaoxuan Wang, Lingjia Liu, Li Zhu, Tao Tang:
Joint Security and QoS Provisioning in Train-Centric CBTC Systems Under Sybil Attacks. IEEE Access 7: 91169-91182 (2019) - [j63]Bodong Shang, Lingjia Liu, Junchao Ma, Pingzhi Fan:
Unmanned Aerial Vehicle Meets Vehicle-to-Everything in Secure Communications. IEEE Commun. Mag. 57(10): 98-103 (2019) - [j62]Hao-Hsuan Chang, Hao Song, Yang Yi, Jianzhong Zhang, Haibo He, Lingjia Liu:
Distributive Dynamic Spectrum Access Through Deep Reinforcement Learning: A Reservoir Computing-Based Approach. IEEE Internet Things J. 6(2): 1938-1948 (2019) - [j61]Cenk Sahin, Lingjia Liu, Erik Perrins, Liangping Ma:
Delay-Sensitive Communications Over IR-HARQ: Modulation, Coding Latency, and Reliability. IEEE J. Sel. Areas Commun. 37(4): 749-764 (2019) - [j60]Zhou Zhou, Lingjia Liu, Jianzhong Zhang:
FD-MIMO via Pilot-Data Superposition: Tensor-Based DOA Estimation and System Performance. IEEE J. Sel. Top. Signal Process. 13(5): 931-946 (2019) - [j59]Rachad Atat, Lingjia Liu, Jinsong Wu, Jonathan D. Ashdown, Yang Yi:
Green Massive Traffic Offloading for Cyber-Physical Systems over Heterogeneous Cellular Networks. Mob. Networks Appl. 24(4): 1364-1372 (2019) - [j58]Hao Chen, Lingjia Liu, Harpreet S. Dhillon, Yang Yi:
QoS-Aware D2D Cellular Networks With Spatial Spectrum Sensing: A Stochastic Geometry View. IEEE Trans. Commun. 67(5): 3651-3664 (2019) - [j57]Junchao Ma, Lingjia Liu, Bodong Shang, Pingzhi Fan:
Cache-Aided Cooperative Device-to-Device (D2D) Networks: A Stochastic Geometry View. IEEE Trans. Commun. 67(11): 7444-7455 (2019) - [j56]Xiaoxuan Wang, Lingjia Liu, Tao Tang, Wenzhe Sun:
Enhancing Communication-Based Train Control Systems Through Train-to-Train Communications. IEEE Trans. Intell. Transp. Syst. 20(4): 1544-1561 (2019) - [j55]Akira Hirose, Alessio Micheli, Artur S. d'Avila Garcez, Choon Ki Ahn, Gang Pan, Hamid Reza Karimi, Jianbing Shen, José de Jesús Rubio, Lei Zhang, Lingjia Liu, Lorenzo Livi, Nian Zhang, Nishchal K. Verma, Pedro Antonio Gutiérrez, Qi Tian, Qinglai Wei, Seiichi Ozawa, Stuart H. Rubin, Wei-Neng Chen, Xi Li, Xiaofeng Liao, Youmin Zhang, Zhen Ni, Haibo He:
Editorial: Booming of Neural Networks and Learning Systems. IEEE Trans. Neural Networks Learn. Syst. 30(1): 2-10 (2019) - [j54]Farhad Mahmood, Erik Perrins, Lingjia Liu:
Energy-Efficient Wireless Communications: From Energy Modeling to Performance Evaluation. IEEE Trans. Veh. Technol. 68(8): 7643-7654 (2019) - [j53]Rubayet Shafin Bradley Shafin, Lingjia Liu:
Multi-Cell Multi-User Massive FD-MIMO: Downlink Precoding and Throughput Analysis. IEEE Trans. Wirel. Commun. 18(1): 487-502 (2019) - [c74]Qingyu Liu, Haibo Zeng, Lingjia Liu, Minghua Chen:
Delay-constrained offloading of computationally intensive workloads in edge computing. SEC 2019: 346 - [c73]Junchao Ma, Hao-Hsuan Chang, Pingzhi Fan, Lingjia Liu:
Machine learning enabled distributed mobile edge computing network. SEC 2019: 350-351 - [c72]Hao-Hsuan Chang, Lingjia Liu, Hao Song, Alex Pidwerbetsky, Allan Berlinsky, Jonathan D. Ashdown, Kurt A. Turck, Yang Yi:
Maximizing System Throughput in D2D Networks Using Alternative DC Programming. GLOBECOM 2019: 1-6 - [c71]Susanna Mosleh, Yao Ma, Jason B. Coder, Erik Perrins, Lingjia Liu:
Enhancing LAA Co-Existence Using MIMO under Imperfect Sensing. GLOBECOM Workshops 2019: 1-7 - [c70]Bodong Shang, Lingjia Liu, Hao Chen, Jianzhong Zhang, Scott Pudlewski, Elizabeth Serena Bentley, Jonathan D. Ashdown:
Spatial Spectrum Sensing-Based D2D Communications in User-Centric Deployed HetNets. GLOBECOM 2019: 1-6 - [c69]Hao Song, Lingjia Liu, Scott Pudlewski, Elizabeth Serena Bentley:
Random Network Coding Enabled Routing in Swarm Unmanned Aerial Vehicle Networks. GLOBECOM 2019: 1-6 - [c68]Anique Akhtar, Junchao Ma, Rubayet Shafin Bradley Shafin, Jianan Bai, Lianjun Li, Zhu Li, Lingjia Liu:
Low Latency Scalable Point Cloud Communication in VANETs using V2I Communication. ICC 2019: 1-7 - [c67]Susanna Mosleh, Hayder Almosa, Erik Perrins, Lingjia Liu:
Downlink Resource Allocation in Cell-Free Massive MIMO Systems. ICNC 2019: 883-887 - [c66]Chenyuan Zhao, Lingjia Liu, Yang Yi:
Design and Analysis of Real Time Spiking Neural Network Decoder for Neuromorphic Chips. ICONS 2019: 15:1-15:4 - [c65]Hao Song, Lingjia Liu, Hao-Hsuan Chang, Jonathan D. Ashdown, Yang Yi:
Deep Q-Network Based Power Allocation Meets Reservoir Computing in Distributed Dynamic Spectrum Access Networks. INFOCOM Workshops 2019: 774-779 - [c64]Xiaoxuan Wang, Lingjia Liu, Tao Tang:
Improved T2T based Communication-Based Train Control Systems Through Cooperated Security Check. ITSC 2019: 2509-2514 - [c63]Siyu Liao, Chunhua Deng, Lingjia Liu, Bo Yuan:
Structured Neural Network with Low Complexity for MIMO Detection. SiPS 2019: 290-295 - [i10]Rubayet Shafin Bradley Shafin, Hao Chen, Young-Han Nam, Sooyoung Hur, Jeongho Park, Jianzhong Zhang, Jeffrey H. Reed, Lingjia Liu:
Self-Tuning Sectorization: Deep Reinforcement Learning Meets Broadcast Beam Optimization. CoRR abs/1906.06021 (2019) - [i9]Susanna Mosleh, Lingjia Liu, Jonathan D. Ashdown, Erik Perrins, Kurt A. Turck:
Content-Based User Association and MIMO Operation over Cached Cloud-RAN Networks. CoRR abs/1906.11318 (2019) - [i8]Zhou Zhou, Lingjia Liu, Hao-Hsuan Chang:
Learn to Demodulate: MIMO-OFDM Symbol Detection through Downlink Pilots. CoRR abs/1907.01516 (2019) - [i7]Rubayet Shafin Bradley Shafin, Lingjia Liu, Vikram Chandrasekhar, Hao Chen, Jeffrey H. Reed, Jianzhong Zhang:
Artificial Intelligence-Enabled Cellular Networks: A Critical Path to Beyond-5G and 6G. CoRR abs/1907.07862 (2019) - [i6]Tarun S. Cousik, Rubayet Shafin Bradley Shafin, Zhou Zhou, Kaleb Kleine, Jeffrey H. Reed, Lingjia Liu:
CogRF: A New Frontier for Machine Learning and Artificial Intelligence for 6G RF Systems. CoRR abs/1909.06862 (2019) - 2018
- [j52]Chuan Huang, Lingjia Liu, Bin Xia, Jingon Joung, Chin Keong Ho:
IEEE Access Special Section Editorial: Recent Advances in Full-Duplex Radios and Networks. IEEE Access 6: 27555-27557 (2018) - [j51]Rachad Atat, Lingjia Liu, Jinsong Wu, Guangyu Li, Chunxuan Ye, Yang Yi:
Big Data Meet Cyber-Physical Systems: A Panoramic Survey. IEEE Access 6: 73603-73636 (2018) - [j50]Rachad Atat, Lingjia Liu, Jonathan D. Ashdown, Michael J. Medley, John D. Matyjas, Yang Yi:
A Physical Layer Security Scheme for Mobile Health Cyber-Physical Systems. IEEE Internet Things J. 5(1): 295-309 (2018) - [j49]Shuanshuan Wu, Rachad Atat, Nicholas Mastronarde, Lingjia Liu:
Improving the Coverage and Spectral Efficiency of Millimeter-Wave Cellular Networks Using Device-to-Device Relays. IEEE Trans. Commun. 66(5): 2251-2265 (2018) - [j48]Jonathan D. Ashdown, Lingjia Liu, Gary J. Saulnier, Kyle R. Wilt:
High-Rate Ultrasonic Through-Wall Communications Using MIMO-OFDM. IEEE Trans. Commun. 66(8): 3381-3393 (2018) - [j47]Kian Hamedani, Lingjia Liu, Rachad Atat, Jinsong Wu, Yang Yi:
Reservoir Computing Meets Smart Grids: Attack Detection Using Delayed Feedback Networks. IEEE Trans. Ind. Informatics 14(2): 734-743 (2018) - [j46]Somayeh Mosleh, Lingjia Liu, Cenk Sahin, Yahong Rosa Zheng, Yang Yi:
Brain-Inspired Wireless Communications: Where Reservoir Computing Meets MIMO-OFDM. IEEE Trans. Neural Networks Learn. Syst. 29(10): 4694-4708 (2018) - [j45]Jialing Li, Lingjia Liu, Chenyuan Zhao, Kian Hamedani, Rachad Atat, Yang Yi:
Enabling Sustainable Cyber Physical Security Systems through Neuromorphic Computing. IEEE Trans. Sustain. Comput. 3(2): 112-125 (2018) - [j44]Yi Li, Pingzhi Fan, Lingjia Liu, Yang Yi:
Distributed MIMO Precoding for In-Band Full-Duplex Wireless Backhaul in Heterogeneous Networks. IEEE Trans. Veh. Technol. 67(3): 2064-2076 (2018) - [j43]Nadieh Moghadam, Hongxiang Li, Huacheng Zeng, Lingjia Liu:
Lyapunov Scheduling and Optimization in Network Coded Wireless Multicast Network. IEEE Trans. Veh. Technol. 67(6): 5135-5145 (2018) - [c62]Hayder Almosa, Susanna Mosleh, Erik S. Perrins, Lingjia Liu:
Downlink Channel Estimation with Limited Feedback for FDD Multi-User Massive MIMO with Spatial Channel Correlation. ICC 2018: 1-6 - [c61]Rubayet Shafin Bradley Shafin, Meilong Jiang, Sean Ma, Leonard Piazzi, Lingjia Liu:
Joint Parametric Channel Estimation and Performance Characterization for 3D Massive MIMO OFDM Systems. ICC 2018: 1-6 - [c60]Rubayet Shafin Bradley Shafin, Lingjia Liu, Jonathan D. Ashdown, John D. Matyjas, Jianzhong Zhang:
On the Channel Estimation of Multi-Cell Massive FD-MIMO Systems. ICC 2018: 1-6 - [c59]Rubayet Shafin Bradley Shafin, Lingjia Liu, Jonathan D. Ashdown, John D. Matyjas, Michael J. Medley, Bryant T. Wysocki, Yang Yi:
Realizing Green Symbol Detection via Reservoir Computing: An Energy-Efficiency Perspective. ICC 2018: 1-6 - [c58]Farhad E. Mahmood, Erik S. Perrins, Lingjia Liu:
Modeling and Analysis of Power Amplifier Dissipation Energy in Wireless Handset Transceivers. ICNC 2018: 736-740 - [c57]He Jiang, Haibo He, Lingjia Liu, Yang Yi:
Q-Learning for Non-Cooperative Channel Access Game of Cognitive Radio Networks. IJCNN 2018: 1-7 - [c56]Rachad Atat, Junchao Ma, Hao Chen, Ulysses Lee, Jonathan D. Ashdown, Lingjia Liu:
Cognitive relay networks with energy and mutual-information accumulation. INFOCOM Workshops 2018: 640-644 - [c55]Farhad E. Mahmood, Erik S. Perrins, Lingjia Liu:
Energy Consumption vs. Bit Rate Analysis Toward Massive MIMO Systems. ISC2 2018: 1-7 - [c54]Jialing Li, Kangjun Bai, Lingjia Liu, Yang Yi:
A deep learning based approach for analog hardware implementation of delayed feedback reservoir computing system. ISQED 2018: 308-313 - [i5]Rubayet Shafin Bradley Shafin, Lingjia Liu:
Multi-Cell Multi-User Massive FD-MIMO: Downlink Precoding and Throughput Analysis. CoRR abs/1809.10076 (2018) - [i4]Hao-Hsuan Chang, Hao Song, Yang Yi, Jianzhong Zhang, Haibo He, Lingjia Liu:
Distributive Dynamic Spectrum Access through Deep Reinforcement Learning: A Reservoir Computing Based Approach. CoRR abs/1810.11758 (2018) - [i3]Rachad Atat, Lingjia Liu, Jinsong Wu, Guangyu Li, Chunxuan Ye, Yang Yi:
Big Data Meet Cyber-Physical Systems: A Panoramic Survey. CoRR abs/1810.12399 (2018) - 2017
- [j42]Rachad Atat, Lingjia Liu, Hao Chen, Jinsong Wu, Hongxiang Li, Yang Yi:
Enabling cyber-physical communication in 5G cellular networks: challenges, spatial spectrum sensing, and cyber-security. IET Cyper-Phys. Syst.: Theory & Appl. 2(1): 49-54 (2017) - [j41]Guosen Yue, Lingjia Liu, Yongxing Zhou, Jianzhong (Charlie) Zhang:
MIMO Technologies IN 5G NEW RADIO. GetMobile Mob. Comput. Commun. 21(1): 19-24 (2017) - [j40]Rachad Atat, Lingjia Liu, Nicholas Mastronarde, Yang Yi:
Energy Harvesting-Based D2D-Assisted Machine-Type Communications. IEEE Trans. Commun. 65(3): 1289-1302 (2017) - [j39]Chenyuan Zhao, Yang Yi, Jialing Li, Xin Fu, Lingjia Liu:
Interspike-Interval-Based Analog Spike-Time-Dependent Encoder for Neuromorphic Processors. IEEE Trans. Very Large Scale Integr. Syst. 25(8): 2193-2205 (2017) - [j38]Yi Li, Pingzhi Fan, Anatolii Leukhin, Lingjia Liu:
On the Spectral and Energy Efficiency of Full-Duplex Small-Cell Wireless Systems With Massive MIMO. IEEE Trans. Veh. Technol. 66(3): 2339-2353 (2017) - [j37]Rubayet Shafin Bradley Shafin, Lingjia Liu, Yan Li, Anding Wang, Jianzhong Zhang:
Angle and Delay Estimation for 3-D Massive MIMO/FD-MIMO Systems Based on Parametric Channel Modeling. IEEE Trans. Wirel. Commun. 16(8): 5370-5383 (2017) - [c53]Jonathan D. Ashdown, Lingjia Liu, Gary J. Saulnier, Kyle R. Wilt:
Resource allocation for a multichannel ultrasonic through-wall communication system. INFOCOM Workshops 2017: 211-216 - [c52]Lei Cheng, Yik-Chung Wu, Shaodan Ma, Jianzhong Zhang, Lingjia Liu:
Channel estimation in full-dimensional massive MIMO system using one training symbol. SPAWC 2017: 1-5 - [c51]Farhad E. Mahmood, Erik S. Perrins, Lingjia Liu:
Modeling and Analysis of Energy Consumption for MIMO Systems. WCNC 2017: 1-6 - [c50]Rubayet Shafin Bradley Shafin, Lingjia Liu:
DoA Estimation and Performance Analysis for Multi-Cell Multi-User 3D mmWave Massive-MIMO OFDM System. WCNC 2017: 1-6 - [c49]Shuanshuan Wu, Rachad Atat, Nicholas Mastronarde, Lingjia Liu:
Coverage Analysis of D2D Relay-Assisted Millimeter-Wave Cellular Networks. WCNC 2017: 1-6 - [c48]Hayder Almosa, Rubayet Shafin Bradley Shafin, Susanna Mosleh, Zhou Zhou, Yi Li, Jianzhong Zhang, Lingjia Liu:
Downlink channel estimation and precoding for FDD 3D Massive MIMO/FD-MIMO systems. WOCC 2017: 1-4 - 2016
- [j36]Yang Yi, Yongbo Liao, Bin Wang, Xin Fu, Fangyang Shen, Hongyan Hou, Lingjia Liu:
FPGA based spike-time dependent encoder and reservoir design in neuromorphic computing processors. Microprocess. Microsystems 46: 175-183 (2016) - [j35]Qinghe Du, Wanyu Li, Lingjia Liu, Pinyi Ren, Yichen Wang, Li Sun:
Dynamic RACH Partition for Massive Access of Differentiated M2M Services. Sensors 16(4): 455 (2016) - [j34]Nicholas Mastronarde, Viral Patel, Jie Xu, Lingjia Liu, Mihaela van der Schaar:
To Relay or Not to Relay: Learning Device-to-Device Relaying Strategies in Cellular Networks. IEEE Trans. Mob. Comput. 15(6): 1569-1585 (2016) - [j33]Chenyuan Zhao, Bryant T. Wysocki, Clare D. Thiem, Nathan R. McDonald, Jialing Li, Lingjia Liu, Yang Yi:
Energy Efficient Spiking Temporal Encoder Design for Neuromorphic Computing Systems. IEEE Trans. Multi Scale Comput. Syst. 2(4): 265-276 (2016) - [j32]Somayeh Mosleh, Lingjia Liu, Jianzhong Zhang:
Proportional-Fair Resource Allocation for Coordinated Multi-Point Transmission in LTE-Advanced. IEEE Trans. Wirel. Commun. 15(8): 5355-5367 (2016) - [j31]Rubayet Shafin Bradley Shafin, Lingjia Liu, Jianzhong Zhang, Yik-Chung Wu:
DoA Estimation and Capacity Analysis for 3-D Millimeter Wave Massive-MIMO/FD-MIMO OFDM Systems. IEEE Trans. Wirel. Commun. 15(10): 6963-6978 (2016) - [j30]Hao Chen, Lingjia Liu, Thomas David Novlan, John D. Matyjas, Boon Loong Ng, Jianzhong Zhang:
Spatial Spectrum Sensing-Based Device-to-Device Cellular Networks. IEEE Trans. Wirel. Commun. 15(11): 7299-7313 (2016) - [j29]Somayeh Mosleh, Jonathan D. Ashdown, John D. Matyjas, Michael J. Medley, Jianzhong Zhang, Lingjia Liu:
Interference Alignment for Downlink Multi-Cell LTE-Advanced Systems With Limited Feedback. IEEE Trans. Wirel. Commun. 15(12): 8107-8121 (2016) - [c47]Hao Chen, Lingjia Liu, Nicholas Mastronarde, Liangping Ma, Yang Yi:
Cooperative Retransmission for Massive MTC under Spatiotemporally Correlated Interference. GLOBECOM 2016: 1-6 - [c46]Rachad Atat, Hao Chen, Lingjia Liu, Jonathan D. Ashdown, Michael J. Medley, John D. Matyjas:
Fundamentals of Spatial RF Energy Harvesting for D2D Cellular Networks. GLOBECOM 2016: 1-6 - [c45]Rachad Atat, Lingjia Liu:
On the Achievable Transmission Capacity of Secrecy-Based D2D Cellular Networks. GLOBECOM 2016: 1-6 - [c44]Rachad Atat, Lingjia Liu, Jonathan D. Ashdown, Michael J. Medley, John D. Matyjas:
On the Performance of Relay-Assisted D2D Networks under Spatially Correlated Interference. GLOBECOM 2016: 1-6 - [c43]Rachad Atat, Lingjia Liu, Jonathan D. Ashdown, Michael J. Medley, John D. Matyjas, Yang Yi:
Improving Spectral Efficiency of D2D Cellular Networks through RF Energy Harvesting. GLOBECOM 2016: 1-6 - [c42]Rachad Atat, Lingjia Liu, Yang Yi:
Privacy Protection Scheme for eHealth Systems: A Stochastic Geometry Approach. GLOBECOM 2016: 1-6 - [c41]Susanna Mosleh, Lingjia Liu, Hongyan Hou, Yang Yi:
Coordinated Data Assignment: A Novel Scheme for Big Data over Cached Cloud-RAN. GLOBECOM 2016: 1-6 - [c40]Susanna Mosleh, Cenk Sahin, Lingjia Liu, R. Y. Zheng, Yang Yi:
An energy efficient decoding scheme for nonlinear MIMO-OFDM network using reservoir computing. IJCNN 2016: 1166-1173 - [c39]Chenyuan Zhao, Jialing Li, Lingjia Liu, Lakshmi Sravanthi Koutha, Jian Liu, Yang Yi:
Novel Spike based Reservoir Node Design with High Performance Spike Delay Loop. NANOCOM 2016: 14:1-14:5 - [c38]Hao Chen, Rubayet Shafin Bradley Shafin, Rachad Atat, Yang Yi, Lingjia Liu:
Performance Analysis on Nano-Networks: A Stochastic Geometry Approach. NANOCOM 2016: 36:1-36:2 - [i2]Shuanshuan Wu, Rachad Atat, Nicholas Mastronarde, Lingjia Liu:
Improving the Coverage of Millimeter-Wave (mmWave) Cellular Networks using Device-to-Device Relays. CoRR abs/1611.06164 (2016) - 2015
- [j28]Fangyang Shen, Lingjia Liu, Maurizio Palesi:
Introduction to the special issue on "Emerging research in Internet of Things". Comput. Electr. Eng. 44: 104-106 (2015) - [j27]Hao Chen, Lingjia Liu, John D. Matyjas, Michael J. Medley:
Optimal resource allocation for sensing-based spectrum sharing D2D networks. Comput. Electr. Eng. 44: 107-121 (2015) - [j26]Changyang She, Chenyang Yang, Lingjia Liu:
Energy-Efficient Resource Allocation for MIMO-OFDM Systems Serving Random Sources With Statistical QoS Requirement. IEEE Trans. Commun. 63(11): 4125-4141 (2015) - [j25]Lei Cheng, Yik-Chung Wu, Jianzhong Zhang, Lingjia Liu:
Subspace Identification for DOA Estimation in Massive/Full-Dimension MIMO Systems: Bad Data Mitigation and Automatic Source Enumeration. IEEE Trans. Signal Process. 63(22): 5897-5909 (2015) - [j24]Yan Li, Lingjia Liu, Hongxiang Li, Jianzhong Zhang, Yang Yi:
Resource Allocation for Delay-Sensitive Traffic Over LTE-Advanced Relay Networks. IEEE Trans. Wirel. Commun. 14(8): 4291-4303 (2015) - [j23]Hao Chen, Lingjia Liu, John D. Matyjas, Michael J. Medley:
Cooperative Routing for Underlay Cognitive Radio Networks Using Mutual-Information Accumulation. IEEE Trans. Wirel. Commun. 14(12): 7110-7122 (2015) - [j22]Muhammad Zeeshan Shakir, Muhammad Ali Imran, Xianbin Wang, Jinsong Wu, Amitabha Amitava Ghosh, Henrik Lundqvist, Lingjia Liu:
Smart backhauling and fronthauling for 5G networks: from precoding to network architecture [Guest editorial]. IEEE Wirel. Commun. 22(5): 10-12 (2015) - [c37]Hao Chen, Lingjia Liu:
Resource allocation for sensing-based device-to-device (D2D) networks. ACSSC 2015: 1058-1062 - [c36]Rubayet Shafin Bradley Shafin, Lingjia Liu, Jianzhong Charlie Zhang:
DoA estimation and capacity analysis for 3D massive-MIMO/FD-MIMO OFDM system. GlobalSIP 2015: 181-184 - [c35]Mohanad Al-Ibadi, Lingjia Liu, John D. Matyjas, Jianzhong Charlie Zhang:
DoA estimation and achievable rate analysis for 3D massive MIMO in aeronautical communication systems. GlobalSIP 2015: 320-323 - [c34]Lei Cheng, Yik-Chung Wu, Lingjia Liu, Jianzhong Zhang:
Robust Tensor-Based DOA Estimation in Massive / Full-Dimension MIMO System. GLOBECOM 2015: 1-6 - [c33]Farhad Mahmood, Erik S. Perrins, Lingjia Liu:
Modeling and Analysis of Energy Consumption for RF Transceivers in Wireless Cellular Systems. GLOBECOM 2015: 1-6 - [c32]Somayeh Mosleh, Lingjia Liu, Yan Li, Jianzhong Zhang:
Interference Alignment and Leakage-Based Iterative Coordinated Beam-Forming for Multi-User MIMO in LTE-Advanced. GLOBECOM Workshops 2015: 1-6 - [c31]Cenk Sahin, Lingjia Liu, Erik S. Perrins:
On the Queueing Performance of HARQ Systems with Coding over Finite Transport Blocks. GLOBECOM Workshops 2015: 1-7 - [c30]Rubayet Shafin Bradley Shafin, Lingjia Liu, Jianzhong Zhang:
DoA Estimation and RMSE Characterization for 3D Massive-MIMO/FD-MIMO OFDM System. GLOBECOM 2015: 1-6 - [c29]Nicholas Mastronarde, Viral Patel, Lingjia Liu:
Device-to-device relay assisted cellular networks with token-based incentives. ICC Workshops 2015: 698-704 - [c28]Wanyu Li, Qinghe Du, Lingjia Liu, Pinyi Ren, Yichen Wang, Li Sun:
Dynamic Allocation of RACH Resource for Clustered M2M Communications in LTE Networks. IIKI 2015: 140-145 - 2014
- [j21]Guanying Ru, Hongxiang Li, Lingjia Liu, Zixia Hu, Yong Gan:
Energy Efficiency of Hybrid Cellular With Heterogeneous QoS Provisions. IEEE Commun. Lett. 18(6): 1003-1006 (2014) - [j20]Bing Ning, Shouyi Yang, Lingjia Liu, Yanhui Lu:
Resource Allocation for OFDM Cognitive Radio With Enhanced Primary Transmission Protection. IEEE Commun. Lett. 18(11): 2027-2030 (2014) - [j19]Young-Han Nam, Lingjia Liu, Jianzhong (Charlie) Zhang:
Cooperative communications for LTE-advanced - relay and CoMP. Int. J. Commun. Syst. 27(10): 1616-1625 (2014) - [j18]Cenk Sahin, Lingjia Liu, Erik S. Perrins:
Coding Across Finite Transport Blocks in Modern Wireless Communication Systems. IEEE Trans. Commun. 62(12): 4184-4197 (2014) - [j17]Lingjia Liu, Yang Yi, Jean-François Chamberland, Jianzhong Zhang:
Energy-Efficient Power Allocation for Delay-Sensitive Multimedia Traffic Over Wireless Systems. IEEE Trans. Veh. Technol. 63(5): 2038-2047 (2014) - [c27]Hao Chen, Lingjia Liu, John D. Matyjas, Michael J. Medley:
Optimal resource allocation for sensing based spectrum sharing cognitive radio networks. GLOBECOM 2014: 899-904 - [c26]Cenk Sahin, Lingjia Liu, Erik S. Perrins:
On the finite blocklength performance of HARQ in modern wireless systems. GLOBECOM 2014: 3513-3519 - [c25]Cenk Sahin, Lingjia Liu, Erik S. Perrins:
Early decoding for transmission over finite transport blocks. ISIT 2014: 1558-1562 - [c24]Changyang She, Chenyang Yang, Lingjia Liu:
Energy-efficient resource allocation of wireless systems with statistical QoS requirement. OnlineGreenComm 2014: 1-6 - [c23]Lingjia Liu, Yan Li, Jianzhong Zhang:
DoA estimation and achievable rate analysis for 3D millimeter wave massive MIMO systems. SPAWC 2014: 6-10 - [c22]Lingjia Liu, Hao Chen, John D. Matyjas, Michael J. Medley:
Cooperative transmission for cognitive radio networks using mutual-information accumulation. WOCC 2014: 1-5 - 2013
- [j16]Runhua Chen, Lingjia Liu, Krishna Sayana, Hongxiang Li:
Energy-Efficient Wireless Communications with Future Networks and Diverse Devices. J. Comput. Networks Commun. 2013: 897029:1-897029:2 (2013) - [j15]Thuan T. Tran, Hongxiang Li, Guanying Ru, Robert J. Kerczewski, Lingjia Liu, Samee Ullah Khan:
Secure Wireless Multicast for Delay-Sensitive Data via Network Coding. IEEE Trans. Wirel. Commun. 12(7): 3372-3387 (2013) - [c21]Yi Zhu, Lingjia Liu, Jianzhong Zhang:
Joint angle and delay estimation for 2D active broadband MIMO-OFDM systems. GLOBECOM 2013: 3300-3305 - [c20]Cenk Sahin, Lingjia Liu, Erik S. Perrins:
Channel coding over finite transport blocks in modern wireless systems. GLOBECOM 2013: 3667-3672 - [c19]Yi Zhu, Lingjia Liu, Anding Wang, Krishna Sayana, Jianzhong (Charlie) Zhang:
DoA estimation and capacity analysis for 2D active massive MIMO systems. ICC 2013: 4630-4634 - [c18]Cenk Sahin, Lingjia Liu, Erik S. Perrins:
On coding over finite "packets" in wireless communication systems. ICC 2013: 5257-5262 - [c17]Yan Li, Lingjia Liu, Hongxiang Li, Ying Li, Yang Yi:
Adaptive resource allocation for heterogeneous traffic over heterogeneous relay networks. ICC 2013: 5431-5436 - 2012
- [j14]Lingjia Liu, Runhua Chen, Stefan Geirhofer, Krishna Sayana, Zhihua Shi, Yongxing Zhou:
Downlink MIMO in LTE-advanced: SU-MIMO vs. MU-MIMO. IEEE Commun. Mag. 50(2): 140-147 (2012) - [j13]Lingjia Liu, Jianzhong (Charlie) Zhang, Yang Yi, Hongxiang Li, Jinyun Zhang:
Combating Interference: MU-MIMO, CoMP, and HetNet (Invited Paper). J. Commun. 7(9): 646-655 (2012) - [j12]Yang Du, Hongxiang Li, Weiyao Lin, Lingjia Liu, Xudong Wang, Samee Ullah Khan, Sentang Wu:
A New Cooperative Spectrum Sensing Scheme for Cognitive Ad-Hoc Networks. Mob. Networks Appl. 17(6): 746-757 (2012) - [j11]Ying Li, Boon Loong Ng, Mark Trayer, Lingjia Liu:
Automated Residential Demand Response: Algorithmic Implications of Pricing Models. IEEE Trans. Smart Grid 3(4): 1712-1721 (2012) - [c16]Anding Wang, Lingjia Liu, Jianzhong (Charlie) Zhang:
Low complexity direction of arrival (DoA) estimation for 2D massive MIMO systems. GLOBECOM Workshops 2012: 703-707 - [c15]Guanying Ru, Hongxiang Li, Thuan T. Tran, Weiyao Lin, Lingjia Liu, Huasen Wu:
Distributed optimal power control for multicarrier cognitive systems. GLOBECOM 2012: 1132-1137 - [c14]Thuan T. Tran, Hongxiang Li, Weiyao Lin, Lingjia Liu, Samee Ullah Khan:
Adaptive scheduling for multicasting hard deadline constrained prioritized data via network coding. GLOBECOM 2012: 5621-5626 - [c13]Thuan T. Tran, Hongxiang Li, Lingjia Liu, Samee Ullah Khan:
Secure network-coded wireless multicast for delay-sensitive data. ICC 2012: 1943-1947 - [c12]Lingjia Liu, Jianzhong (Charlie) Zhang:
New leakage-based iterative coordinated beam-forming for multi-user MIMO in LTE-Advanced. ICC 2012: 2308-2312 - [c11]Lingjia Liu, Guowang Miao, Jianzhong (Charlie) Zhang:
Energy-efficient scheduling for downlink multi-user MIMO. ICC 2012: 4394 - [c10]Ying Li, Zhouyue Pi, Lingjia Liu:
Distributed heterogeneous traffic delivery over heterogeneous wireless networks. ICC 2012: 5332-5337 - [c9]Lingjia Liu:
Energy-efficient power allocation for delay-sensitive traffic over wireless systems. ICC 2012: 5901-5905 - 2011
- [j10]Young-Han Nam, Lingjia Liu, Guowang Miao, Jianzhong (Charlie) Zhang:
Link adaptation for energy-efficient uplink coordinated multi-point receptions. EURASIP J. Wirel. Commun. Netw. 2011: 184 (2011) - [j9]Stark C. Draper, Lingjia Liu, Andreas F. Molisch, Jonathan S. Yedidia:
Cooperative Transmission for Wireless Networks Using Mutual-Information Accumulation. IEEE Trans. Inf. Theory 57(8): 5151-5162 (2011) - [c8]Siqian Liu, Hongxiang Li, Guanying Ru, Weiyao Lin, Lingjia Liu, Yang Yi:
Capacity of Multicarrier Multilayer Broadcast and Unicast Hybrid Cellular System with Independent Channel Coding over Subcarriers. VTC Fall 2011: 1-3 - [c7]Guanying Ru, Hongxiang Li, Siqian Liu, Weiyao Lin, Lingjia Liu, Xudong Wang:
Spectrum Optimization for OFDMA Based Hybrid Wireless Networks. VTC Fall 2011: 1-5 - 2010
- [j8]Lingjia Liu, Jianzhong (Charlie) Zhang, Jae-Chon Yu, Juho Lee:
Intercell Interference Coordination through Limited Feedback. Int. J. Digit. Multim. Broadcast. 2010: 134919:1-134919:7 (2010) - [j7]Young-Han Nam, Lingjia Liu, Jianzhong (Charlie) Zhang:
Phase-Shift Cyclic-Delay Diversity for MIMO OFDM Systems. Int. J. Digit. Multim. Broadcast. 2010: 684967:1-684967:5 (2010) - [j6]Hongxiang Li, Lingjia Liu, Guoqing Li, Younsun Kim, Jinyun Zhang:
Multicell Cooperation and MIMO Technologies for Broadcasting and Broadband Communications. Int. J. Digit. Multim. Broadcast. 2010: 848527:1-848527:2 (2010) - [j5]Nirmal Gunaseelan, Lingjia Liu, Jean-François Chamberland, Gregory H. Huff:
Performance analysis of wireless hybrid-ARQ systems with delay-sensitive traffic. IEEE Trans. Commun. 58(4): 1262-1272 (2010) - [j4]Anantharaman Balasubramanian, Lingjia Liu, Scott L. Miller:
The rate region of a cooperative scheduling system. IEEE Trans. Wirel. Commun. 9(2): 605-613 (2010) - [c6]Lingjia Liu, Young-Han Nam, Jianzhong Zhang:
Proportional fair scheduling for multi-cell multi-user MIMO systems. CISS 2010: 1-6 - [c5]Fang Yi, Yang Yi, Lingjia Liu:
Optimal fusion scheme in wireless sensor networks under sum-rate capacity constraint. CISS 2010: 1-4 - [c4]Young-Han Nam, Lingjia Liu, Yan Wang, Jianzhong (Charlie) Zhang, Joonyoung Cho, Jin-Kyu Han:
Cooperative communication technologies for LTE-advanced. ICASSP 2010: 5610-5613
2000 – 2009
- 2009
- [b1]Lingjia Liu:
On delay-sensitive communication over wireless systems. Texas A&M University, College Station, USA, 2009 - [i1]Stark C. Draper, Lingjia Liu, Andreas F. Molisch, Jonathan S. Yedidia:
Cooperative Routing for Wireless Networks using Mutual-Information Accumulation. CoRR abs/0908.3886 (2009) - 2008
- [j3]Lingjia Liu, Jean-François Chamberland, Scott L. Miller:
User Cooperation in the Absence of Phase Information at the Transmitters. IEEE Trans. Inf. Theory 54(3): 1197-1206 (2008) - [c3]Stark C. Draper, Lingjia Liu, Andreas F. Molisch, Jonathan S. Yedidia:
Routing in Cooperative Wireless Networks with Mutual-Information Accumulation. ICC 2008: 4272-4277 - [c2]Lingjia Liu, Jean-François Chamberland:
On the effective capacities of multiple-antenna Gaussian channels. ISIT 2008: 2583-2587 - 2007
- [j2]Lingjia Liu, Parimal Parag, Jia Tang, Wei-Yu Chen, Jean-François Chamberland:
Resource Allocation and Quality of Service Evaluation for Wireless Communication Systems Using Fluid Models. IEEE Trans. Inf. Theory 53(5): 1767-1777 (2007) - [j1]Lingjia Liu, Parimal Parag, Jean-François Chamberland:
Quality of Service Analysis for Wireless User-Cooperation Networks. IEEE Trans. Inf. Theory 53(10): 3833-3842 (2007) - [c1]Anantharaman Balasubramanian, Lingjia Liu, Scott L. Miller, Jean-François Chamberland:
The Rate Region of a Cooperative Scheduling System. CISS 2007: 576-580
Coauthor Index
Elizabeth S. Bentley
aka: Elizabeth Serena Bentley
aka: Elizabeth Serena Bentley
Somayeh Mosleh
aka: Susanna Mosleh
aka: Susanna Mosleh
Erik Perrins
aka: Erik S. Perrins
aka: Erik S. Perrins
Yang Yi 0002
aka: Yang Cindy Yi
aka: Yang Cindy Yi
[j122] [j115] [i36] [j113] [j112] [j110] [j109] [j108] [j107] [j106] [c101] [c98] [c97] [j97] [j96] [j95] [j94] [j93] [j92] [j91] [j89] [c94] [c92] [i29] [i28] [i25] [j86] [j85] [j84] [j82] [j81] [j80] [j78] [j77] [j75] [j68] [c91] [c90] [c87] [c86] [c83] [c82] [c80] [c79] [c75] [i19] [i18] [i15] [j62] [j59] [j58] [c72] [c66] [c65] [j51] [j50] [j47] [j46] [j45] [j44] [c59] [c57] [c54] [i4] [i3] [j42] [j40] [j39] [j36] [j33] [c47] [c43] [c42] [c41] [c40] [c39] [c38] [j24] [j17] [c17] [j13] [c8] [c5]
Jianzhong Zhang 0002
aka: Jianzhong (Charlie) Zhang
aka: Jianzhong Charlie Zhang
aka: Charlie Jianzhong Zhang
aka: Charlie Zhang 0002
aka: Jianzhong (Charlie) Zhang
aka: Jianzhong Charlie Zhang
aka: Charlie Jianzhong Zhang
aka: Charlie Zhang 0002
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