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lingjialiu
start [2025/02/07 10:52] (current)
lingjialiu [Lingjia Liu, Ph.D.]
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 {{:​lingjia-liu2022.jpg?​240 |Profile}} {{:​lingjia-liu2022.jpg?​240 |Profile}}
-Lingjia Liu, Ph.D.\\+Lingjia Liu, Ph.D., //IEEE// Fellow\\
 Professor & [[https://​ece.vt.edu/​people/​faculty/​fellows.html|Bradley Senior Faculty Fellow]], [[https://​ece.vt.edu/​|Electrical and Computer Engineering Department]]\\ Professor & [[https://​ece.vt.edu/​people/​faculty/​fellows.html|Bradley Senior Faculty Fellow]], [[https://​ece.vt.edu/​|Electrical and Computer Engineering Department]]\\
 Dean's Fellow, [[https://​eng.vt.edu|College of Engineering]]\\ Dean's Fellow, [[https://​eng.vt.edu|College of Engineering]]\\
-Director, [[https://​wireless.vt.edu/​|Wireless@Virginia Tech]]\\+Co-Director, [[https://​wireless.vt.edu/​|Wireless@Virginia Tech]]\\
 [[https://​www.vt.edu/​innovationcampus/​about/​faculty/​liu-lingjia.html|Founding Faculty]], [[https://​www.vt.edu/​innovationcampus/​index.html|Innovation Campus]]\\ [[https://​www.vt.edu/​innovationcampus/​about/​faculty/​liu-lingjia.html|Founding Faculty]], [[https://​www.vt.edu/​innovationcampus/​index.html|Innovation Campus]]\\
 [[https://​vt.edu/​|Virginia Tech]], USA\\ [[https://​vt.edu/​|Virginia Tech]], USA\\
 \\ \\
-3-185 Virginia Tech Arlington Research Center\\ +\\ 
-900 N Glebe RdArlington, VA, USA\\+3418 Virginia Tech Innovation Campus\\ 
 +3625 Potomac AveAlexandria, VA 22305\\
 Phone: (540) 231-7243\\ Phone: (540) 231-7243\\
 Email: ljliu AT vt dot edu\\ Email: ljliu AT vt dot edu\\
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 ===== Research Interests: ===== ===== Research Interests: =====
-  * Machine learning for Engineering ​+  * Efficient ​Machine learning for Engineering ​ 
 +    * Explainability of deep neural networks 
 +    * Incorporating domain knowledge in learning strategy design
     * Real-time & online machine learning with limited training     * Real-time & online machine learning with limited training
     * Energy-efficient spiking neural network for Internet of Things (IoTs)     * Energy-efficient spiking neural network for Internet of Things (IoTs)
-    * Incorporating domain knowledge in learning strategy design 
-    * Generative AI for accelerating deep reinforcement learning 
   * Signal Process., Commun. & Netw. for FutureG   * Signal Process., Commun. & Netw. for FutureG
     * 3D massive FD-MIMO user scheduling and resource allocation ​     * 3D massive FD-MIMO user scheduling and resource allocation ​
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 ===== Biography: ===== ===== Biography: =====
 ### ###
-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 received **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 [[http://​www.dallasnews.com/​news/​local-news/​20110223-asian-culture-and-community-event-to-mark-uprising-in-taiwan.ece?​ssimg=130712#​ssStory130713|New Faces of Engineering 2011]] by the Diversity Council ​of the National Engineers Week Foundation for his contributions to the 3GPP LTE-Advanced standard. From 2013 to 2017, he has been selected as U.S. Air Force Research Laboratory (AFRL)/Air Force Office of Scientific Research (AFOSR) summer faculty fellow. In 2015, he received the Miller Professional Development Award for Distinguished Research at KU. In 2021, he received College of Engineering Dean’s Award for Excellence in Research at VT. In 2023 and 2024he received Research Excellence Award from Virginia Tech's Office of Research and Innovation.\\  +Lingjia Liu is a Professor and Bradley Senior Faculty in the Bradley ​Department of Electrical and Computer Engineering at Virginia Tech and the Co-Director ​of Wireless@Virginia Tech. He works in the general area of wireless communication systems ​and networkscommunication theorysignal processing ​and information theory with a focus on identifying efficient machine learning tools for future generation ​(FutureGwireless networks.\\  
-\\  +
-Lingjia Liu is an //IEEE// Fellow (Class of 2025) for his work on multi-cell multi-user MIMO and intelligent spectrum access. He was an Editor of //IEEE Trans. Wireless Commun.// (TWireless) from 2012 to 2017, an Editor of the //IEEE Trans. Commun.// (TCom) from 2015 to 2017, and an Associate Editor of the //IEEE Trans. ​ Neural Netw. and Learning Syst.// (TNNLS) from 2017 to 2022. 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 and was an Elected Member of the //IEEE// Signal Processing Society SPCOM Technical Committee. He is currently serving as an Elected Member of the [[https://​www.nationalspectrumconsortium.org/​about-us-2/​leadership/​|Executive Committee]] of [[https://​www.nationalspectrumconsortium.org/​|National Spectrum Consortium]].\\ +
 \\ \\
-Lingjia Liu has 200+ publications including 3 book chapters, 100+ journal publications,​ 6 editorials, and 100+ 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 standardsHis research receives including ​**8 Best Paper Awards**. Currentlyhis research is sponsored by various agencies AFRL/AFOSR, AFRL/RI, DARPA, IARPA, NSF, OUSD(R&E), and the industry. His research efforts have been supported in part by **$135+ Million** in **non-equipment/​non-infrastructure** research funding, with Lingjia Liu serving as the **principal investigator ​(PI)** on **$28+ Million** non-equipment/​infrastructure research projects ​(personal share around **$15 Million**).+Lingjia Liu received the B.S. degree ​with the highest honor in the Electronic Engineering Department at Shanghai Jiao Tong University ​and the PhD degree ​in the Electrical and Computer Engineering Department at Texas A&M UniversityPrior to joining the academia, he spent more than 3 years in Samsung Research America as a technical leader and a leading ​**3GPP RAN1** standard delegate on downlink MIMOCoordinated Multipoint ​(CoMPtransmission/​receptiondevice-to-device ​(D2Dcommunications,​ and Heterogeneous Networks ​(HetNets).\\
 \\ \\
 +Lingjia Liu is an //IEEE// Fellow for his work on multi-cell multi-user MIMO and intelligent spectrum access. He is an //IEEE// Distinguished Lecturer with 200+ publications including 3 book chapters, 100+ journal publications,​ 6 editorials, and 100+ conference papers. He has 20+ granted U.S. patents many of which are regarded as **essential intellectual property rights (IPRs)** in major 4G standards. His research received many recognitions including **8 Best Paper Awards**. Currently, he is an Elected Member (representing academia) on the Executive Committee of the National Spectrum Consortium.\\ ​
 ### ###
 ===== What's New: ===== ===== What's New: =====
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 **<fc #​ff0000>​[Award]</​fc>​** __November 20, 2024__: Dr. Lingjia Liu has been selected to receive the //​[[https://​news.vt.edu/​articles/​2024/​11/​research-celebratingscholarlydistinction.html|Research Excellence Award]]// from the Office of Research and Innovation at Virginia Tech for leading one of the **Top 5** research programs received by Virginia Tech in FY24.\\ **<fc #​ff0000>​[Award]</​fc>​** __November 20, 2024__: Dr. Lingjia Liu has been selected to receive the //​[[https://​news.vt.edu/​articles/​2024/​11/​research-celebratingscholarlydistinction.html|Research Excellence Award]]// from the Office of Research and Innovation at Virginia Tech for leading one of the **Top 5** research programs received by Virginia Tech in FY24.\\
 \\ \\
-**<fc #​6495ed>​[Activity]</​fc>​** __October 15, 2024__: Dr. Lingjia Liu has been invited as a guest of [[https://​wireless.engineering.nyu.edu/​tedrappaport/​|Ted Rappaport]] to attend the Wireless Hall of Fame Awards Ceremony where [[https://​ece.princeton.edu/​people/​andrea-goldsmith|Andrea Goldsmith]] was inducted.\\+**<fc #​6495ed>​[Activity]</​fc>​** __October 15, 2024__: Dr. Lingjia Liu has been invited as a guest of Dr. [[https://​wireless.engineering.nyu.edu/​tedrappaport/​|Ted Rappaport]] to attend the Wireless Hall of Fame Awards Ceremony where Dr. [[https://​ece.princeton.edu/​people/​andrea-goldsmith|Andrea Goldsmith]] was inducted.\\
 \\ \\
 **<fc #​ff0000>​[Conference Chair]</​fc>​** __October 7, 2024__: Dr. Lingjia Liu serves as the General Chair of **100th** //IEEE Vehicular Technology Conference//​ (VTC) in Washington DC.\\ **<fc #​ff0000>​[Conference Chair]</​fc>​** __October 7, 2024__: Dr. Lingjia Liu serves as the General Chair of **100th** //IEEE Vehicular Technology Conference//​ (VTC) in Washington DC.\\
 +\\
 +**<fc #​6495ed>​[Paper Acceptance]</​fc>​** __September 23, 2024__: Our paper, //​O-RAN-enabled Intelligent Network Slicing to Meet Service-Level Agreement (SLA)//, has been accepted to //IEEE Trans. Mobile Comput.// (**TMC**) ​ Congratulations Jiongyu, Lianjun, Ramin, and Shadab! This is an outcome of the collaboration between Wireless@VT and [[https://​sra.samsung.com|Samsung Research America]]!\\
 \\ \\
 **<fc #​6495ed>​[Interview]</​fc>​** __September 20, 2024__: Dr. Lingjia Liu has been featured by Virginia Tech's [[https://​news.vt.edu/​categories/​impact/​research-connects-a-wireless-world.html|Global Impact Profile]] as the center story of Virginia Tech's [[https://​news.vt.edu/​categories/​impact/​global-land-grant-impact.html|Global Impact Page]]. \\ **<fc #​6495ed>​[Interview]</​fc>​** __September 20, 2024__: Dr. Lingjia Liu has been featured by Virginia Tech's [[https://​news.vt.edu/​categories/​impact/​research-connects-a-wireless-world.html|Global Impact Profile]] as the center story of Virginia Tech's [[https://​news.vt.edu/​categories/​impact/​global-land-grant-impact.html|Global Impact Page]]. \\
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 **<fc #​ff0000>​[Grant]</​fc>​** __September 1, 2024__: "ZF: A novel framework to design trustworthy lossy compressors **<fc #​ff0000>​[Grant]</​fc>​** __September 1, 2024__: "ZF: A novel framework to design trustworthy lossy compressors
 for scientific data approaching lossy compressibility limits"​ has been awarded by the Office of Science at **Department of Energy** (DOE) through the //Advanced Scientific Computing Research// (ASCR) Program. The total budget of **$3,​000,​000.00**. The leading institution is Argonne National Laboratory (ANL) with the collaboration from Virginia Tech and Ohio State University. Dr. Lingjia Liu is serving as the **Co-PI** of the overall project ​ and **PI** at Virginia Tech. Dr. Lingjia Liu's share of the project is **$450K**.\\ for scientific data approaching lossy compressibility limits"​ has been awarded by the Office of Science at **Department of Energy** (DOE) through the //Advanced Scientific Computing Research// (ASCR) Program. The total budget of **$3,​000,​000.00**. The leading institution is Argonne National Laboratory (ANL) with the collaboration from Virginia Tech and Ohio State University. Dr. Lingjia Liu is serving as the **Co-PI** of the overall project ​ and **PI** at Virginia Tech. Dr. Lingjia Liu's share of the project is **$450K**.\\
 +\\
 +**<fc #​6495ed>​[Retreat]</​fc>​** __August 19, 2024__: Dr. Lingjia Liu's group held a three-day retreat in Shenandoah and Luary Caverns with Dr. [[http://​lizhongzheng.mit.edu|Lizhong Zheng]]'​s group.\\
 \\ \\
 **<fc #​6495ed>​[News Release]</​fc>​** __March 25, 2024__: Virginia Tech Daily News features our research on [[https://​news.vt.edu/​articles/​2024/​03/​eng-ece-lingjia-liu-nishith-tripathi-ORAN-Innovation-Fund.html|O-RAN]] as the <fc #​ff0000>​TOP Story</​fc>​!\\ **<fc #​6495ed>​[News Release]</​fc>​** __March 25, 2024__: Virginia Tech Daily News features our research on [[https://​news.vt.edu/​articles/​2024/​03/​eng-ece-lingjia-liu-nishith-tripathi-ORAN-Innovation-Fund.html|O-RAN]] as the <fc #​ff0000>​TOP Story</​fc>​!\\
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 **<fc #​ff0000>​[Grant]</​fc>​** __September 19, 2023__: "​Mobile Distributed MIMO: Learning Meets Spreading in Networking"​ has been awarded by the **Office of Under Secretary of Defense for Research and Engineering** (OUSD(R&​E)). The total budget of **$9.2 Million**. Dr. Lingjia Liu is serving as the **Leading PI** of the project with collaborators from Wireless@VT,​ National Security Institute of Virginia Tech, and Lockheed Martin Advanced Technology Lab. Virginia Tech Daily News features [[https://​news.vt.edu/​articles/​2023/​10/​eng-futuregaward.html|dMIMO Project]] as the <fc #​ff0000>​Top Story</​fc>​!\\ **<fc #​ff0000>​[Grant]</​fc>​** __September 19, 2023__: "​Mobile Distributed MIMO: Learning Meets Spreading in Networking"​ has been awarded by the **Office of Under Secretary of Defense for Research and Engineering** (OUSD(R&​E)). The total budget of **$9.2 Million**. Dr. Lingjia Liu is serving as the **Leading PI** of the project with collaborators from Wireless@VT,​ National Security Institute of Virginia Tech, and Lockheed Martin Advanced Technology Lab. Virginia Tech Daily News features [[https://​news.vt.edu/​articles/​2023/​10/​eng-futuregaward.html|dMIMO Project]] as the <fc #​ff0000>​Top Story</​fc>​!\\
 \\ \\
-**<fc #​ff0000>​[Endowment]</​fc>​** __June 7, 2023__: Dr. Lingjia Liu has been named the **Bradley Senior Faculty Fellow** by the Virginia Tech Board of Visitors. The endowed faculty fellowship is set up to recognize faculty research excellence. See [[https://​news.vt.edu/​articles/​2023/​06/​eng-ece-Lingjia-Liu-named-Bradley-Senior-Faculty-Fellow.html|news on VTX]] for more details.\\+**<fc #​ff0000>​[Endowed Faculty Fellow]</​fc>​** __June 7, 2023__: Dr. Lingjia Liu has been named the **Bradley Senior Faculty Fellow** by the Virginia Tech Board of Visitors. The endowed faculty fellowship is set up to recognize faculty research excellence. See [[https://​news.vt.edu/​articles/​2023/​06/​eng-ece-Lingjia-Liu-named-Bradley-Senior-Faculty-Fellow.html|news on VTX]] for more details.\\
 \\ \\
 More news can be found [[News|HERE]]. More news can be found [[News|HERE]].
 ### ###
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start.1734298271.txt.gz · Last modified: 2024/12/15 16:31 by lingjialiu