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lingjialiu
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 ===== Short Bio: ===== ===== Short Bio: =====
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-Lingjia Liu received the Bachelor of Science (B.S.) degree with the highest honor in Electronic Engineering Department from [[http://​www.sjtu.edu.cn|Shanghai Jiao Tong University]],​ Shanghai, China, and completed his Doctor of Philosophy (Ph.D.) degree at [[http://​www.tamu.edu|Texas A&M University]] in Electrical and Computer Engineering. He spent the summer of 2007 and spring of 2008 in the [[http://​www.merl.com|Mitsubishi Electric Research Laboratory]]. Prior to joining the [[https://​ece.vt.edu/​|ECE Department]] at Virginia Tech (VT), he was an Associate Professor in the [[http://​www.eecs.ku.edu/​|EECS Department]] at the University of Kansas (KU). He spent 3+ years working in the [[http://​www.sra.samsung.com/​research/​standards-and-5g-mobility|Standards & Mobility Innovation Lab]] of Samsung Research America (SRA) where he got **Global Samsung Best Paper Award** twice (in 2008 and 2010 respectively). He was a technical leader and a leading 3GPP RAN1 standard delegate from Samsung on downlink MIMO, Coordinated Multipoint (CoMP) transmission/​reception,​ device-to-device (D2D) communications,​ and Heterogeneous Networks (HetNets). He was elected as the **New Faces of Engineering 2011** by the Diversity Council of the National Engineers Week Foundation and was recognized during the //__2011 National Asian American Engineers of the Year Awards__// Banquet in Seattle ([[http://​www.dallasnews.com/​news/​local-news/​20110223-asian-culture-and-community-event-to-mark-uprising-in-taiwan.ece?​ssimg=130712#​ssStory130713|News Release in Dallas Morning News]]). From 2013 to 2017, he has been continuously selected as U.S. Air Force Office of Scientific Research (AFOSR)/Air Force Research Laboratory (AFRL) summer faculty fellow. In May 2015, he received the **Miller Professional Development Award for Distinguished Research** at KU, the only winner selected across all tenure-track and tenured faculty across all engineering departments.\\ +Lingjia Liu received the Bachelor of Science (B.S.) degree with the highest honor in Electronic Engineering Department from [[http://​www.sjtu.edu.cn|Shanghai Jiao Tong University]],​ Shanghai, China, and completed his Doctor of Philosophy (Ph.D.) degree at [[http://​www.tamu.edu|Texas A&M University]] in Electrical and Computer Engineering. He spent the summer of 2007 and spring of 2008 in the [[http://​www.merl.com|Mitsubishi Electric Research Laboratory]]. Prior to joining the [[https://​ece.vt.edu/​|ECE Department]] at Virginia Tech (VT), he was an Associate Professor in the [[http://​www.eecs.ku.edu/​|EECS Department]] at the University of Kansas (KU). He spent 3+ years working in the [[http://​www.sra.samsung.com/​research/​standards-and-5g-mobility|Standards & Mobility Innovation Lab]] of Samsung Research America (SRA) where he got **Global Samsung Best Paper Award** twice (in 2008 and 2010 respectively). He was a technical leader and a leading ​**3GPP RAN1** standard delegate from Samsung on downlink MIMO, Coordinated Multipoint (CoMP) transmission/​reception,​ device-to-device (D2D) communications,​ and Heterogeneous Networks (HetNets). He was elected as the **New Faces of Engineering 2011** by the Diversity Council of the National Engineers Week Foundation and was recognized during the //__2011 National Asian American Engineers of the Year Awards__// Banquet in Seattle ([[http://​www.dallasnews.com/​news/​local-news/​20110223-asian-culture-and-community-event-to-mark-uprising-in-taiwan.ece?​ssimg=130712#​ssStory130713|News Release in Dallas Morning News]]). From 2013 to 2017, he has been continuously selected as U.S. Air Force Office of Scientific Research (AFOSR)/Air Force Research Laboratory (AFRL) summer faculty fellow. In May 2015, he received the **Miller Professional Development Award for Distinguished Research** at KU.\\ 
 \\  \\ 
-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). ​He served ​as the Vice-Chair, Americas of the //IEEE// Technical Committee on Green Communications & Computing (TCGCC) ​from 2017 to 2019. Currently, he is an Elected Member of [[https://​www.nationalspectrumconsortium.org/​about-us-2/​leadership/​|Executive Committee]] of [[https://​www.nationalspectrumconsortium.org/​|National Spectrum Consortium]] and an Elected Member of the //IEEE// Signal Processing Society SPCOM Technical Committee.\\ 
 \\ \\
-Lingjia Liu has 100papers ​including ​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 **$50 M** in research funding, with Lingjia Liu serving as the **principal investigator (PI)** on over **$M** federal research grants (personal share **$4+ M**).+Lingjia Liu has 200publications ​including ​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 including ​**8 Best Paper Awards** (2020 Charles K. Kao Best Paper Award, 2018 //IEEE// TAOS Best Paper Award, ​2016 //​IEEE// ​GLOBECOM ​Best Paper Award, etc). Currently, his research is sponsored by [[http://​www.wpafb.af.mil/​afrl/​ri/|Air Force Research ​Laboratory]], [[http://​www.wpafb.af.mil/​afrl/​afosr/|Air Force Office of Scientific ​Research]], [[https://​www.intel.com/​content/​www/​us/​en/​research/​overview.html|Intel]], [[http://​nsf.gov|National Science Foundation]],​ [[https://​www.nationalspectrumconsortium.org/​|National Spectrum Consortium]],​ [[https://www.qualcomm.com/|Qualcomm]], and [[http://​www.sra.samsung.com/​research/​standards-and-5g-mobility|Samsung Research America]]. His research efforts have been supported in part by over **$80 M** in research funding, with Lingjia Liu serving as the **principal investigator (PI)** on over **$M** federal research grants (personal share **$5.5+ M**).
 \\ \\
  
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 ===== What's New: ===== ===== What's New: =====
-<WRAP Justify> +### 
-<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]]**).\\+**Available positions**:​ 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]]**).\\
 \\ \\
-**<fc #​6495ed>​[Paper Acceptance]</​fc>​** ​__December 242019__Our paper, //Deep Residual Learning Meets OFDM Channel Estimation//,​ has been accepted to //IEEE Wireless CommunLett.// Congratulations Lianjun and Hao-Hsuan!\\+**<fc #​6495ed>​[New Member]</​fc>​** ​__January 102021__Yifei joined our group as a PhD studentWelcome on board!\\
 \\ \\
-**<fc #​6495ed>​[Abstract ​Acceptance]</​fc>​** ​__December 232019__Donald and Kangjun'​s abstract on "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>​** ​__January 62021__Our paper, //Deep Reinforcement Learning Framework ​for Spectrum Management in Dynamic Spectrum Access//, ​has been accepted to //IEEE Internet Things J.// (**IOTJ**) Congratulations ​Antonio!\\
 \\ \\
-**<fc #​6495ed>​[Rubayet]</​fc>​** ​__December 162019__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>​[Paper Acceptance]</​fc>​** ​__January 42021__Our paper, //RCNet: Incorporating Structural Information into Deep RNN for Online MIMO-OFDM Symbol Detection with Limited Training//, has been accepted to //IEEE Trans. ​Wireless ​Commun.// (**TWireless**). Congratulations ​Zhou and Shashank!\\
 \\ \\
-**<fc #​6495ed>​[Visitor from GMU]</​fc>​** __December ​52019__DrLingjia Liu hosted the visit of DrYue Wang from ECE@GMU to our group.\\+**<fc #​6495ed>​[Paper Acceptance]</​fc>​** __December ​142020__Our paper, //Energy Efficient MIMO-OFDM Spectrum Sensing Using Deep Stacked Spiking Delayed Feedback Reservoir Computing//,​ has been accepted to //IEEE TransGreen Communand Netw.// (**TGCN**)Congratulations Kian!\\
 \\ \\
-**<fc #6495ed>[Paper Acceptance]</​fc>​** __December ​52019__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>​** __December ​142020__"Open Programmable Secure 5G (OPS-5G)" ​has been awarded by DARPA. Perspecta Labs is leading the effort. Dr. Lingjia Liu is serving as the **Co-PI** of the subcontract from Virginia Tech (DrHaining Wang is serving as the PI). VT's share is **$457,​659**.\\
 \\ \\
-**<fc #​6495ed>​[New Member]</​fc>​** __December ​22019__Dr. Qiang Fan joined our group as a PostDoctoral Research AssociateWelcome on board!\\+**<fc #​6495ed>​[M.S. Defense]</​fc>​** __December ​102020__Our group member, Jianan Bai, successfully defended his M.S. thesisCongratulations Jianan! \\
 \\ \\
-**<fc #​6495ed>​[Paper Acceptance]</​fc>​** ​__November 102019__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>​[Paper Acceptance]</​fc>​** ​__December 42020__Our paper, //Enhanced Flooding-Based Routing Protocol for Swarm UAV Networks: Random Network Coding ​Meets Clustering//, has been accepted to //IEEE// **INFOCOM 2021**. Congratulations ​Antonio ​and Bodong!\\
 \\ \\
-**<fc #​6495ed>​[SPCOM TC]</​fc>​** __November ​92019__Dr. Lingjia Liu has been elected ​to the //IEEE// Signal Processing for Communications and Networking ​(SPS SPCOMTechnical Committee (TC) for a 3-year term, effective January 1, 2020.\\+**<fc #​6495ed>​[Paper Acceptance]</​fc>​** __November ​282020__Our paper, //A Cost-Efficient Digital ESN Architecture on FPGA for OFDM Symbol Detection//, ​has been accepted ​to //ACM Journal on Emerging Technologies in Computing Systems// (**JETC**). Congratulations Donald and Lianjun!\\
 \\ \\
-**<fc #6495ed>[Presentation]</​fc>​** __November ​92019__: Dr. Lingjia Liu attended ​the 2nd Workshop ​on Computing Architecture for Edge Computing in conjunction ​of ACM/IEEE Symposium on Edge ComputingHe gave a presentation on "​Machine Learning Enabled Distributed Mobile Edge Computing Network"​.\\+**<fc #ff0000>[Grant]</​fc>​** __November ​172020__"Agile Waveform Design for Communication Networks in Contested Environments"​ has been awarded as a University Center of Excellence (UCoE) by AFRL/AFOSR. [[https://​ece.duke.edu/​faculty/​robert-calderbank|Dr. Robert Calderbank]] is the leading PI and Duke University is the leading institution. The UCoE will have 8 researchers from Duke, ASU, CMU, CSU, Princeton, and Virginia Tech. Dr. Lingjia Liu is serving as the **PI** from the Virginia Tech and will be serving ​on the **Steering Committee** ​of the UCoE. VT's share is **$1,​181,​001**. News release from Duke can be found [[https://pratt.duke.edu/​about/​news/​afosr-coe|here]].\\
 \\ \\
-**<fc #6495ed>[Visitor Return]</​fc>​** __November ​82019__Mingqian Liu and Junchao Ma finished their visits in our group and returned back to ChinaAll the best to Mingqian ​and Junchao!\\+**<fc #ff0000>[Grant]</​fc>​** __November ​172020__"5G Enabled Smart Farms through Secure ​and Intelligent Wireless Sensors"​ has been awarded by Commonwealth Cyber Initiative (CCI) under Southwest Virginia Research, Innovation, & Workforce Development ProgramDr. Lingjia Liu is serving as the Co-PI of this project ​and Dr. Hwajung (Joan) Lee from Radford University is serving as the PI of the project.\\
 \\ \\
-**<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. ​IndInformat.// Congratulations ​Mingqian!\\+**<fc #​6495ed>​[Paper Acceptance]</​fc>​** __November ​13, 2020__: Our paper, //A Cross-Layer Optimization Framework for Distributed Computing in IoT Networks//, has been accepted to //ACM/IEEE Symposium on Edge Computing EdgeComm Workshop//. Congratulations Bodong!\\ 
 +\\ 
 +**<fc #​6495ed>​[Paper Acceptance]</​fc>​** __November 13, 2020__: Our paper, //Quantized Reservoir Computing on Edge Devices for Communication Applications//,​ has been accepted to //ACM/IEEE Symposium on Edge Computing EdgeComm Workshop//. C\\ 
 +\\ 
 +**<fc #​6495ed>​[Paper Acceptance]</​fc>​** __November 3, 2020__: Our paper, //Learning with Knowledge of Structure: A Neural Network-Based Approach for MIMO-OFDM Detection//,​ has been accepted to //Asilomar 2021//. Congratulations Zhou and Shashank!\\ 
 +\\ 
 +**<fc #​6495ed>​[Paper Acceptance]</​fc>​** __November 3, 2020__: Our paper, //Learning for Integer-Constrained Optimization through Neural Networks with Limited Training//, has been accepted to //NeurIPS Learning Meets Combinatorial Algorithms (LMCA) Workshop//. Congratulations Zhou and Shashank!\\ 
 +\\ 
 +**<fc #​ff0000>​[ExComm of NSC]</​fc>​** __October 5, 2020__: Dr. Lingjia Liu has been elected to the [[https://​www.nationalspectrumconsortium.org/​about-us-2/​leadership/​|Executive Committee]] of [[https://​www.nationalspectrumconsortium.org/​|National Spectrum Consortium]]! \\ 
 +\\ 
 +**<fc #​6495ed>​[Paper Acceptance]</​fc>​** __September 24, 2020__: Our paper, //Deep Echo State Q-Network (DEQN) and Its Application in Dynamic Spectrum Sharing for 5G and Beyond//, has been accepted to //IEEE Trans. Neural Netw. & Learning Syst.// (**TNNLS**) Congratulations Hao-Hsuan!\\ 
 +\\ 
 +**<fc #​6495ed>​[Qualcomm Academic Lecture]</​fc>​** __September 16, 2020__: Dr. Lingjia Liu delivered an invited Academic Lecture to Qualcomm on the title of "​Brain-Inspired Wireless Communications:​ Reservoir Computing Meets MIMO-OFDM"​!\\ 
 +\\ 
 +**<fc #​ff0000>​[Qualcomm Innovation Fellowship]</​fc>​** __August 28, 2020__: Donald and Kangjun have been selected to received the prestigious [[https://​www.qualcomm.com/​invention/​research/​university-relations/​innovation-fellowship/​2020-north-america|Qualcomm Innovation Fellowship (QIF)]] with a grant of **$100K**. Congratulations Donald and Kangjun!\\ 
 +\\ 
 +**<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!\\ 
 +\\ 
 +**<fc #​6495ed>​[New Member]</​fc>​** __August 10, 2020__: Nima and Jiarui joined our group as PhD students. Welcome on board!\\ 
 +\\ 
 +**<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!\\ 
 +\\ 
 +**<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!\\ 
 +\\ 
 +**<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!\\ 
 +\\ 
 +**<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!\\ 
 +\\ 
 +**<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.\\ 
 +\\ 
 +**<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!\\ 
 +\\ 
 +**<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.\\ 
 +\\ 
 +**<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.\\ 
 +\\ 
 +**<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!\\ 
 +\\ 
 +**<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.\\ 
 +\\ 
 +**<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!\\ 
 +\\ 
 +**<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.\\ 
 +\\ 
 +**<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!\\ 
 +\\ 
 +**<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!\\ 
 +\\ 
 +**<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!\\ 
 +\\ 
 +**<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!\\ 
 +\\ 
 +**<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!\\ 
 +\\ 
 +**<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!\\
 \\ \\
 More news can be found [[News|HERE]]. More news can be found [[News|HERE]].
-===== Best Results: ===== 
  
-Ethan Yichen Liu+### 
 + 
 + 
 +===== Current Sponsors: ===== 
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-Elvin Enwen Liu 
  
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-</​WRAP>​+
  
 [[http://​m.maploco.com/​details/​4b92e3e0|{{http://​www.maploco.com/​vmap/​s/​4016808.png?​170x95}}]] [[http://​m.maploco.com/​details/​4b92e3e0|{{http://​www.maploco.com/​vmap/​s/​4016808.png?​170x95}}]]
start.1578066571.txt.gz · Last modified: 2020/11/24 13:26 (external edit)