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| Lingjia Liu is a member of the Phi Kappa Phi honor society and a senior member of //IEEE//. He is currently serving as an **Associate Editor** of the **//IEEE Transactions on Neural Networks and Learning Systems//** as well as the //EURASIP Journal on Wireless Communications and Networking//. He was an Editor of //IEEE Transactions on Wireless Communications// (TWireless) from 2012 to 2017, an Editor of the //IEEE Transactions on Communications// (TCom) from 2015 to 2017. He has been serving as the Technical Program Committee Chair of 7 consecutive //IEEE// GLOBECOM Workshops on Emerging Technologies for 5G ('12-'18). Currently, he is serving as the Vice-Chair, Americas of the //IEEE// Technical Committee on Green Communications & Computing (TCGCC).\\ | Lingjia Liu is a member of the Phi Kappa Phi honor society and a senior member of //IEEE//. He is currently serving as an **Associate Editor** of the **//IEEE Transactions on Neural Networks and Learning Systems//** as well as the //EURASIP Journal on Wireless Communications and Networking//. He was an Editor of //IEEE Transactions on Wireless Communications// (TWireless) from 2012 to 2017, an Editor of the //IEEE Transactions on Communications// (TCom) from 2015 to 2017. He has been serving as the Technical Program Committee Chair of 7 consecutive //IEEE// GLOBECOM Workshops on Emerging Technologies for 5G ('12-'18). Currently, he is serving as the Vice-Chair, Americas of the //IEEE// Technical Committee on Green Communications & Computing (TCGCC).\\ | ||
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| - | Lingjia Liu has 100+ papers including 2 book chapters, 50+ journal publications, 5 editorials, and 60+ conference papers. He has numerous technical contributions to major 4G standards including both 3GPP LTE/LTE-Advanced and //IEEE 802.16m//. He has 20+ granted U.S. patents with 20+ pending applications, and **10+ essential intellectual property rights (IPRs)** in major 4G standards. His research receives many awards including 2016 //IEEE// Globecom Best Paper Award, 2018 //IEEE// ISQED Best Paper Award, 2018 //IEEE// TAOS Best Paper Award, and 2018 //IEEE// TCGCC Best Conference Paper Award. Currently, his research is sponsored by [[http://www.wpafb.af.mil/afrl/afosr/|Air Force Office of Scientific Research]], [[http://www.wpafb.af.mil/afrl/ri/|Air Force Research Laboratory]], [[http://nsf.gov|National Science Foundation]], [[https://www.nationalspectrumconsortium.org/|National Spectrum Consortium]], [[http://www.interdigital.com/|InterDigital]], and [[http://www.sra.samsung.com/research/standards-and-5g-mobility|Samsung Research America]]. His research efforts have been supported in part by over **$50 M** in research funding, with Lingjia Liu serving as the **principal investigator (PI)** on over **$6 M** federal research grants (personal share **$4+ M**). | + | Lingjia Liu has 200+ publications including 3 book chapters, 80+ journal publications, 5 editorials, and 90+ conference papers. He has numerous technical contributions to major 4G standards including both 3GPP LTE/LTE-Advanced and //IEEE 802.16m//. He has 20+ granted U.S. patents with 20+ pending applications, and **10+ essential intellectual property rights (IPRs)** in major 4G standards. His research receives many awards including 2016 //IEEE// Globecom Best Paper Award, 2018 //IEEE// ISQED Best Paper Award, 2018 //IEEE// TAOS Best Paper Award, 2018 //IEEE// TCGCC Best Conference Paper Award, and 2020 Charles K. Kao Best Paper Award. Currently, his research is sponsored by [[http://www.wpafb.af.mil/afrl/afosr/|Air Force Office of Scientific Research]], [[http://www.wpafb.af.mil/afrl/ri/|Air Force Research Laboratory]], [[http://nsf.gov|National Science Foundation]], [[https://www.nationalspectrumconsortium.org/|National Spectrum Consortium]], [[http://www.interdigital.com/|InterDigital]], and [[http://www.sra.samsung.com/research/standards-and-5g-mobility|Samsung Research America]]. His research efforts have been supported in part by over **$62 M** in research funding, with Lingjia Liu serving as the **principal investigator (PI)** on over **$6.8 M** federal research grants (personal share **$4.8+ M**). |
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| <wrap em hi>**Available positions**</wrap>: research assistant positions are available for self-motivated Ph.D. students who are interested in conducting research on the topic of machine learning and neural networks for wireless networks (**[[Openings|click for details]]**).\\ | <wrap em hi>**Available positions**</wrap>: research assistant positions are available for self-motivated Ph.D. students who are interested in conducting research on the topic of machine learning and neural networks for wireless networks (**[[Openings|click for details]]**).\\ | ||
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| - | **<fc #6495ed>[Spring Intern]</fc>** __January 6, 2020__: Our group member, Zhou Zhou, starts a research internship position in the Standards and Mobility Innovation Lab. of Samsung Research America. He will work with top-notched researchers for Spring 2020 on the topic of machine learning for cellular networks.\\ | + | **<fc #6495ed>[Paper Acceptance]</fc>** __August 26, 2020__: Our paper, //Random Network Coding Enabled Routing Protocol in Unmanned Aerial Vehicle Networks//, has been accepted to //IEEE Trans. Wireless Commun.// (**TWireless**) Congratulations Antonio!\\ |
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| - | **<fc #6495ed>[Paper Acceptance]</fc>** __December 24, 2019__: Our paper, //Deep Residual Learning Meets OFDM Channel Estimation//, has been accepted to //IEEE Wireless Commun. Lett.// Congratulations Lianjun and Hao-Hsuan!\\ | + | **<fc #6495ed>[Paper Acceptance]</fc>** __August 04, 2020__: Our paper, //Spatial Spectrum Sensing in Uplink Two-Tier User-Centric Deployed HetNets//, has been accepted to //IEEE Trans. Wireless Commun.// (**TWireless**) Congratulations Bodong!\\ |
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| - | **<fc #6495ed>[Abstract Acceptance]</fc>** __December 23, 2019__: Donald and Kangjun's abstract on "A Low-Power Hybrid Neural Processing Architecture for Mobile Edge Itelligent Computing" has been selected for full proposal for Qualcomm Innovation Fellowship (QIF). Congratulations Donald!\\ | + | **<fc #6495ed>[Paper Acceptance]</fc>** __July 24, 2020__: Our paper, //On the Fundamental Tradeoffs between Video Freshness and Video Quality in Real-time Applications//, has been accepted to //IEEE Internet Things J.// (**IOTJ**) Congratulations Junchao and Antonio!\\ |
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| - | **<fc #6495ed>[Rubayet]</fc>** __December 16, 2019__: Rubayet Shafin received multiple offers from leading industrial research centers and decided to join the Standards and Mobility Innovation Lab of Samsung Research America as a Senior Researcher on Machine Learning for Wireless Networks. Congratulations Rubayet!\\ | + | **<fc #6495ed>[EdgeComm]</fc>** __June 21, 2020__: Dr. Lingjia Liu will be serving as the Workshop co-Chair of the 1st International Workshop on Edge Computing and Communications (EdgeComm), in conjunction with the 5th ACM/IEEE Symposium on Edge Computing (SEC 2020). The webpage of the workshop can be found [[https://acm-ieee-sec.org/2020/edgecom.php|here]]. Please consider submitting your contributions!\\ |
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| - | **<fc #6495ed>[Visitor from GMU]</fc>** __December 5, 2019__: Dr. Lingjia Liu hosted the visit of Dr. Yue Wang from ECE@GMU to our group.\\ | + | **<fc #6495ed>[Visitor Return]</fc>** __June 4, 2020__: Nan Qu finished her visit in our group and returned back to China. All the best to Nan!\\ |
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| - | **<fc #6495ed>[Paper Acceptance]</fc>** __December 5, 2019__: Our paper, //Cost Minimization in Multi-Path Communication under Throughput and Maximum Delay Constraints//, has been accepted to **INFOCOM 2020** (acceptance rate: 19.8%). \\ | + | **<fc #ff0000>[Grant]</fc>** __May 26, 2020__: "Collaborative Research: MLWiNS: Deep Neural Networks Meet Physical Layer Communications – Learning with Knowledge of Structure" has been awarded by the National Science Foundation (NSF) and Intel under grant NSF/CNS-2003059. This is a medium collaborative project with a total budget of **$810K**. Dr. Lingjia Liu is serving as the **PI** from the **leading institution** of this project. [[https://lizhongzheng.mit.edu/|Dr. Lizhong Zheng]] from [[https://www.eecs.mit.edu/|EECS@MIT]] is serving as the PI from the collaborative institution.\\ |
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| - | **<fc #6495ed>[New Member]</fc>** __December 2, 2019__: Dr. Qiang Fan joined our group as a PostDoctoral Research Associate. Welcome on board!\\ | + | **<fc #6495ed>[Paper Acceptance]</fc>** __May 19, 2020__: Our paper, //MIMO Spectrum Sensing for Cognitive Radio-Based Internet of Things//, has been accepted to //IEEE Internet Things J.// (**IOTJ**) Congratulations Mingqian!\\ |
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| - | **<fc #6495ed>[Paper Acceptance]</fc>** __November 10, 2019__: Two of our papers, //Deep Reservoir Computing Meets 5G MIMO-OFDM Systems in Symbol Detection//, and //Deep Spiking Delayed Feedback Reservoirs and Its Application in Spectrum Sensing of MIMO-OFDM Dynamic Spectrum Sharing//, have been accepted to **AAAI 2020** (acceptance rate: 20.6%). Congratulations Zhou and Kian!\\ | + | **<fc #6495ed>[Summer Intern]</fc>** __May 18, 2020__: Our group members, Lianjun Li, Hao (Antonio) Song, and Zhou Zhou will start their research intern positions in Samsung Research America and Mitsubishi Electric Research Lab. Wish them a nice and productive summer of 2020.\\ |
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| - | **<fc #6495ed>[SPCOM TC]</fc>** __November 9, 2019__: Dr. Lingjia Liu has been elected to the //IEEE// Signal Processing for Communications and Networking (SPS SPCOM) Technical Committee (TC) for a 3-year term, effective January 1, 2020.\\ | + | **<fc #ff0000>[Grant]</fc>** __May 15, 2020__: "Preliminary Research and Multi-University Proposal Development for Efficient Measurement of Spectrum Sharing and Cognitive Radio Network Intelligence and Performance" has been awarded by Commonwealth Cyber Initiative (CCI) under Southwest Virginia Collaboration Grant. Dr. Lingjia Liu is serving as the Co-PI of this project and Dr. Carl Dietrich is serving as the PI of the project.\\ |
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| - | **<fc #6495ed>[Presentation]</fc>** __November 9, 2019__: Dr. Lingjia Liu attended the 2nd Workshop on Computing Architecture for Edge Computing in conjunction of ACM/IEEE Symposium on Edge Computing. He gave a presentation on "Machine Learning Enabled Distributed Mobile Edge Computing Network".\\ | + | **<fc #6495ed>[Paper Acceptance]</fc>** __May 14, 2020__: Our paper, //3D Spectrum Sharing for Hybrid D2D and UAV Networks//, has been accepted to //IEEE Trans. Commun.// (**TCOM**) Congratulations Bodong!\\ |
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| - | **<fc #6495ed>[Visitor Return]</fc>** __November 8, 2019__: Mingqian Liu and Junchao Ma finished their visits in our group and returned back to China. All the best to Mingqian and Junchao!\\ | + | **<fc #ff0000>[Ph.D. Defense]</fc>** __May 12, 2020__: Our group member, Kian Hamedani, successfully defended his Ph.D. dissertation and become Dr. Hamedani. Congratulations Dr. Hamedani! The title of Kian's dissertation is "Energy Efficient Deep Spiking Recurrent Neural Networks: A Reservoir Computing-Based Approach". He is the <fc #ff0000>**8th**</fc> Ph.D. graduated from our group.\\ |
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| - | **<fc #6495ed>[Paper Acceptance]</fc>** __November 4, 2019__: Our paper, //Signal Estimation in Underlay Cognitive Networks for Industrial Internet of Things//, has been accepted to //IEEE Trans. Ind. Informat.// Congratulations Mingqian!\\ | + | **<fc #ff0000>[Best Paper Award]</fc>** __May 2, 2020__: Our paper, //Reservoir Computing Meets Wi-Fi in Software Radios: Neural Network-based Symbol Detection using Training Sequences and Pilots//, received **Charles K. Kao Best Paper Award** at //The 29th Wireless and Optical Communications Conference// (WOCC 2020). This is a joint collaboration among our group, Samsung Research America, and Air Force Research Laboratory. Congratulations Lianjun!\\ |
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| + | **<fc #ff0000>[Grant]</fc>** __May 1, 2020__: Our group received **$80K** support to work on //AI-Enabled Wireless: From Receive Processing to Multi-user Scheduling// from Samsung Research America (SRA)! Dr. Lingjia Liu is serving as the sole PI of this project.\\ | ||
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| + | **<fc #6495ed>[Paper Acceptance]</fc>** __April 20, 2020__: Our paper, //Moving Toward Intelligence: Detecting Symbols on 5G Systems Through Deep Echo State Network//, has been accepted to //IEEE Trans. Emerg. Sel. Topics Circuits Syst// (**ETCAS**) Congratulations Kangjun, Zhou, and Shashank!\\ | ||
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| + | **<fc #6495ed>[Paper Acceptance]</fc>** __March 30, 2020__: Our paper, //Accelerating Model Free Reinforcement Learning with Imperfect Model Knowledge in Dynamic Spectrum Access//, has been accepted to //IEEE Internet Things J.// (**IOTJ**) Congratulations Lianjun, Jianan, and Hao-Hsuan!\\ | ||
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| + | **<fc #6495ed>[Qualcomm Innovation Fellowship]</fc>** __March 27, 2020__: Donald and Kangjun's abstract on "A Low-Power Hybrid Neural Processing Architecture for Mobile Edge Itelligent Computing" has been selected as the <fc #ff0000>**Finalist**</fc> for Qualcomm Innovation Fellowship (QIF). Congratulations Donald and Kangjun!\\ | ||
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| + | **<fc #6495ed>[Paper Acceptance]</fc>** __March 27, 2020__: Our paper, //Mobile Edge Computing in the Sky: A Hybrid Air and Ground Network//, has been accepted to //IEEE Internet Things J.// (**IOTJ**) Congratulations Bodong!\\ | ||
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| + | **<fc #6495ed>[Paper Acceptance]</fc>** __March 4, 2020__: Our paper, //Scalable Video Transmission in Cache-aided Device-to-Device Networks//, has been accepted to //IEEE Trans. Wireless Commun.// (**TWireless**) Congratulations Junchao, Antonio, Rubayet and Bodong!\\ | ||
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| + | **<fc #6495ed>[Paper Acceptance]</fc>** __March 3, 2020__: Our paper, //Spectrum Sharing for UAV Communications: Spatial Spectrum Sensing and Open Issues//, has been accepted to //IEEE Veh. Technol. Mag.// (**VTM**) Congratulations Bodong!\\ | ||
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| More news can be found [[News|HERE]]. | More news can be found [[News|HERE]]. | ||
start.txt · Last modified: 2024/03/26 11:51 by lingjialiu
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