Dr Raymond Louie
Postdoctoral Fellow

Dr Raymond Louie

  • PhD. in Electrical Engineering, University of Sydney, Australia

  • B.E/B. Sc. in Electrical Engineering/Computer Science (1st Class Honours), University of New South Wales, Australia

Medicine & Health
School of Biomedical Sciences

I am a computational biologist and bioinformatician, with a current focus on applying computational tools to analyze immune cells in patients with HCV, cealiac disease or treated with CAR T therapy.

I received a PhD in Electrical Engineering at the University of Sydney, after which I was an ARC Postdoctoral Fellow focusing on wireless communications. I then moved to the Hong Kong University of Science and Technology, where I focused on applying statistical and machine learning tools to viral sequence data, to aid in the design of effective vaccines. My background allows for a unique multi-disciplinary approach to solving biological problems.

  • Journal articles | 2022
    Gupta M; Balachandran H; Louie RHY; Li H; Agapiou D; Keoshkerian E; Christ D; Rawlinson W; Mina MM; Post JJ; Hudson B; Gilroy N; Konecny P; Bartlett AW; Sasson SC; Ahlenstiel G; Dwyer D; Lloyd AR; Martinello M; Luciani F; Bull RA; COSIN study group , 2022, 'High activation levels maintained in RBD-specific memory B cells in people with severe COVID-19.', Immunol Cell Biol, http://dx.doi.org/10.1111/imcb.12607
    Journal articles | 2022
    Sohail MS; Louie RHY; Hong Z; Barton JP; McKay MR, 2022, 'Inferring Epistasis from Genetic Time-series Data', Molecular biology and evolution, vol. 39, http://dx.doi.org/10.1093/molbev/msac199
    Journal articles | 2021
    Louie RHY; Luciani F, 2021, 'Recent advances in single-cell multimodal analysis to study immune cells', Immunology and Cell Biology, vol. 99, pp. 157 - 167, http://dx.doi.org/10.1111/imcb.12432
    Journal articles | 2021
    Micklethwaite KP; Gowrishankar K; Gloss BS; Li Z; Street JA; Moezzi L; Mach MA; Sutrave G; Clancy LE; Bishop DC; Louie RHY; Cai C; Foox J; MacKay M; Sedlazeck FJ; Blombery P; Mason CE; Luciani F; Gottlieb DJ; Blyth E, 2021, 'Investigation of product-derived lymphoma following infusion of piggyBac-modified CD19 chimeric antigen receptor T cells', Blood, vol. 138, pp. 1391 - 1405, http://dx.doi.org/10.1182/blood.2021010858
    Journal articles | 2021
    Sohail MS; Louie RHY; McKay MR; Barton JP, 2021, 'MPL resolves genetic linkage in fitness inference from complex evolutionary histories', Nature Biotechnology, vol. 39, pp. 472 - 479, http://dx.doi.org/10.1038/s41587-020-0737-3
    Journal articles | 2020
    Quadeer AA; McKay MR; Barton JP; Louie RHY, 2020, 'MPF-BML: A standalone GUI-based package for maximum entropy model inference', Bioinformatics, vol. 36, pp. 2278 - 2279, http://dx.doi.org/10.1093/bioinformatics/btz925
    Journal articles | 2019
    Quadeer AA; Louie RHY; McKay MR, 2019, 'Identifying immunologically-vulnerable regions of the HCV E2 glycoprotein and broadly neutralizing antibodies that target them', Nature Communications, vol. 10, pp. 2073, http://dx.doi.org/10.1038/s41467-019-09819-1
    Journal articles | 2018
    Louie RHY; Kaczorowski KJ; Barton JP; Chakraborty AK; McKay MR, 2018, 'Fitness landscape of the human immunodeficiency virus envelope protein that is targeted by antibodies', Proceedings of the National Academy of Sciences of the United States of America, vol. 115, pp. E564 - E573, http://dx.doi.org/10.1073/pnas.1717765115
    Journal articles | 2016
    Wu Y; Louie RHY; McKay MR, 2016, 'Asymptotic Outage Probability of MIMO-MRC Systems in Double-Correlated Rician Environments', IEEE Transactions on Wireless Communications, vol. 15, pp. 367 - 376, http://dx.doi.org/10.1109/TWC.2015.2473167
    Journal articles | 2015
    Morales-Jimenez D; Louie RHY; McKay MR; Chen Y, 2015, 'Analysis and Design of Multiple-Antenna Cognitive Radios with Multiple Primary User Signals', IEEE Transactions on Signal Processing, vol. 63, pp. 4925 - 4939, http://dx.doi.org/10.1109/TSP.2015.2448528
    Journal articles | 2014
    Bayat S; Louie RHY; Han Z; Vucetic B; Li Y, 2014, 'Distributed user association and femtocell allocation in heterogeneous wireless networks', IEEE Transactions on Communications, vol. 62, pp. 3027 - 3043, http://dx.doi.org/10.1109/TCOMM.2014.2339313
    Journal articles | 2014
    Chen H; Li Y; Louie RHY; Vucetic B, 2014, 'Autonomous demand side management based on energy consumption scheduling and instantaneous load billing: An aggregative game approach', IEEE Transactions on Smart Grid, vol. 5, pp. 1744 - 1754, http://dx.doi.org/10.1109/TSG.2014.2311122
    Journal articles | 2014
    Louie RHY; Hardjawana W; Li Y; Vucetic B, 2014, 'Distributed multiple-access for smart grid home area networks: Compressed sensing with multiple antennas', IEEE Transactions on Smart Grid, vol. 5, pp. 2938 - 2946, http://dx.doi.org/10.1109/TSG.2014.2320925
    Journal articles | 2014
    Quadeer AA; Louie RHY; Shekhar K; Chakraborty AK; Hsing IM; McKay MR, 2014, 'Statistical linkage analysis of substitutions in patient-derived sequences of genotype 1a Hepatitis C virus nonstructural protein 3 exposes targets for immunogen design', Journal of Virology, vol. 88, pp. 7628 - 7644, http://dx.doi.org/10.1128/JVI.03812-13
    Journal articles | 2013
    Bayat S; Louie RHY; Han Z; Vucetic B; Li Y, 2013, 'Physical-layer security in distributed wireless networks using matching theory', IEEE Transactions on Information Forensics and Security, vol. 8, pp. 717 - 732, http://dx.doi.org/10.1109/TIFS.2013.2251335
    Journal articles | 2013
    Bayat S; Louie RHY; Vucetic B; Li Y, 2013, 'Dynamic decentralised algorithms for cognitive radio relay networks with multiple primary and secondary users utilising matching theory', Transactions on emerging telecommunications technologies, vol. 24, pp. 486 - 502, http://dx.doi.org/10.1002/ett.2663
    Journal articles | 2013
    Wu Y; Louie RHY; McKay MR, 2013, 'Analysis and design of wireless ad hoc networks with channel estimation errors', IEEE Transactions on Signal Processing, vol. 61, pp. 1447 - 1459, http://dx.doi.org/10.1109/TSP.2012.2237167
    Journal articles | 2012
    Wu Y; Louie RHY; McKay MR; Collings IB, 2012, 'Generalized framework for the analysis of linear MIMO transmission schemes in decentralized wireless ad hoc networks', IEEE Transactions on Wireless Communications, vol. 11, pp. 2815 - 2827, http://dx.doi.org/10.1109/TWC.2012.051712.110840
    Journal articles | 2011
    Louie RHY; McKay MR; Collings IB, 2011, 'Open-loop spatial multiplexing and diversity communications in ad hoc networks', IEEE Transactions on Information Theory, vol. 57, pp. 317 - 344, http://dx.doi.org/10.1109/TIT.2010.2090222
    Journal articles | 2011
    Manna R; Louie RHY; Li Y; Vucetic B, 2011, 'Cooperative spectrum sharing in cognitive radio networks with multiple antennas', IEEE Transactions on Signal Processing, vol. 59, pp. 5509 - 5522, http://dx.doi.org/10.1109/TSP.2011.2163068
    Journal articles | 2010
    Elkashlan M; Yeoh PL; Louie RHY; Collings IB, 2010, 'On the exact and asymptotic ser of receive diversity with multiple amplify-and-forward relays', IEEE Transactions on Vehicular Technology, vol. 59, pp. 4602 - 4608, http://dx.doi.org/10.1109/TVT.2010.2076306
    Journal articles | 2010
    Li Y; Louie RHY; Vucetic B, 2010, 'Relay selection with network coding in two-way relay channels', IEEE Transactions on Vehicular Technology, vol. 59, pp. 4489 - 4499, http://dx.doi.org/10.1109/TVT.2010.2070817
    Journal articles | 2010
    Louie RHY; Li Y; Vucetic B, 2010, 'Practical physical layer network coding for two-way relay channels: Performance analysis and comparison', IEEE Transactions on Wireless Communications, vol. 9, pp. 764 - 777, http://dx.doi.org/10.1109/TWC.2010.02.090314
    Journal articles | 2010
    Louie RHY; Li Y; Vucetic B, 2010, 'Zero forcing in general two-hop relay networks', IEEE Transactions on Vehicular Technology, vol. 59, pp. 191 - 202, http://dx.doi.org/10.1109/TVT.2009.2026481
    Journal articles | 2009
    Louie RHY; Li Y; Suraweera HA; Vucetic B, 2009, 'Performance analysis of beamforming in two hop amplify and forward relay networks with antenna correlation', IEEE Transactions on Wireless Communications, vol. 8, pp. 3132 - 3141, http://dx.doi.org/10.1109/TWC.2009.080807
    Journal articles | 2009
    Louie RHY; McKay MR; Collings IB, 2009, 'Maximum sum-rate of mimo multiuser scheduling with linear receivers', IEEE Transactions on Communications, vol. 57, pp. 3500 - 3510, http://dx.doi.org/10.1109/TCOMM.2009.11.080210
    Journal articles | 2009
    Louie RHY; McKay MR; Collings IB, 2009, 'New performance results for multiuser optimum combining in the presence of rician fading', IEEE Transactions on Communications, vol. 57, pp. 2348 - 2358, http://dx.doi.org/10.1109/TCOMM.2009.08.070412
    Journal articles | 2009
    Suraweera HA; Louie RHY; Li Y; Karagiannidis GK; Vucetic B, 2009, 'Two hop amplify-and-forward transmission in mixed Rayleigh and Rician fading channels', IEEE Communications Letters, vol. 13, pp. 227 - 229, http://dx.doi.org/10.1109/LCOMM.2009.081943
    Journal articles | 2008
    Louie RHY; McKay MR; Collings TB, 2008, 'Impact of correlation on the capacity of multiple access and broadcast channels with MIMO-MRC', IEEE Transactions on Wireless Communications, vol. 7, pp. 2397 - 2407, http://dx.doi.org/10.1109/TWC.2008.070126
  • Preprints | 2022
    Louie RHY; Cai C; Singh M; Deveson I; Ferguson J; Amos TG; McGuire HM; Samir J; Gowrishankar K; Adikari T; Balderas R; Bishop D; Gottlieb D; Blyth E; Micklethwaite K; Luciani F, 2022, CAR+ and CAR- T cells differentiate into an NK-like subset that is associated with increased inflammatory cytokines following infusion, http://dx.doi.org/10.1101/2022.03.29.22273013
    Conference Papers | 2021
    Adikari TN; Singh M; Munier ML; Louie R; Samir J; Balraj V; Cai C; Hardy MY; John JR; Reid H; Kelleher AD; Din JAT; Goodnow C; Luciani F, 2021, 'Single cell RNA sequencing of gluten-specific CD4+T cells reveals a novel gene expression pattern with NK-like cytotoxicity', in EUROPEAN JOURNAL OF IMMUNOLOGY, WILEY, pp. 96 - 96, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000753366400285&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Preprints | 2021
    Cai C; Samir J; Pirozyan M; Adikari T; Gupta M; Leung P; Hughes B; Van der Byl W; Rizzetto S; Elthala A; Keoshkerian E; Palgen J-L; Peters T; Nguyen T; Louie R; Kedzierska K; Gaudieri S; Bull R; Lloyd A; Luciani F, 2021, Single cell multi-omics reveals early elevated function and multiple fates within human progenitor exhausted CD8+ T cells, http://dx.doi.org/10.1101/2021.09.09.459584
    Conference Papers | 2021
    Louie R; Cai C; Balraj V; Singh M; Jackson K; Deveson I; Ferguson J; Amos T; Gowrishankar K; Bishop D; Blyth E; Gottlieb D; Micklethwaite K; Luciani F, 2021, 'Single cell multi-omics identifies evolving phenotypes of CAR CD19 and endogenous T cell clones', in EUROPEAN JOURNAL OF IMMUNOLOGY, WILEY, pp. 412 - 412, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000753366402197&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Preprints | 2019
    Sohail M; Louie R; McKay M; Barton J, 2019, Resolving genetic linkage reveals patterns of selection in HIV-1 evolution, http://dx.doi.org/10.1101/711861
    Conference Papers | 2014
    Louie RHY; McKay MR; Chen Y, 2014, 'Multiple-antenna signal detection in cognitive radio networks with multiple primary user signals', in 2014 IEEE International Conference on Communications, ICC 2014, pp. 4951 - 4956, http://dx.doi.org/10.1109/ICC.2014.6884105
    Preprints | 2014
    Morales-Jimenez D; Louie RHY; McKay MR; Chen Y, 2014, Analysis and Design of Multiple-Antenna Cognitive Radios with Multiple Primary User Signals, http://dx.doi.org/10.48550/arxiv.1405.6408
    Conference Papers | 2014
    Quadeer AA; Louie RHY; Shekhar K; Chakraborty AK; Hsing I; McKay MR, 2014, 'Discovering statistical vulnerabilities in highly mutable viruses: A random matrix approach', in IEEE Workshop on Statistical Signal Processing Proceedings, pp. 5 - 8, http://dx.doi.org/10.1109/SSP.2014.6884561
    Conference Papers | 2014
    Zhu J; Louie RHY; McKay MR; Govindasamy S, 2014, 'On the impact of unsynchronized interferers on multi-antenna OFDM systems', in 2014 IEEE International Conference on Communications, ICC 2014, pp. 2203 - 2208, http://dx.doi.org/10.1109/ICC.2014.6883650
    Preprints | 2013
    Chen H; Li Y; Louie RHY; Vucetic B, 2013, Autonomous Demand Side Management Based on Energy Consumption Scheduling and Instantaneous Load Billing: An Aggregative Game Approach, http://dx.doi.org/10.48550/arxiv.1306.3383
    Conference Papers | 2013
    Chen HH; Louie RHY; Li Y; Wang P; Vucetic B, 2013, 'A variational inequality approach to instantaneous load pricing based demand side management for future smart grid', in IEEE International Conference on Communications, pp. 4250 - 4254, http://dx.doi.org/10.1109/ICC.2013.6655231
    Conference Papers | 2013
    Wu Y; Louie RHY; McKay MR, 2013, 'Impact of training on multiple-antenna communications in wireless ad hoc networks', in Conference Record - Asilomar Conference on Signals, Systems and Computers, pp. 1324 - 1329, http://dx.doi.org/10.1109/ACSSC.2013.6810509
    Conference Papers | 2012
    Bayat S; Louie RHY; Han Z; Li Y; Vucetic B, 2012, 'Distributed stable matching algorithm for physical layer security with multiple source-destination pairs and jammer nodes', in IEEE Wireless Communications and Networking Conference, WCNC, pp. 2688 - 2693, http://dx.doi.org/10.1109/WCNC.2012.6214256
    Conference Papers | 2012
    Bayat S; Louie RHY; Han Z; Li Y; Vucetic B, 2012, 'Multiple operator and multiple femtocell networks: Distributed stable matching', in IEEE International Conference on Communications, pp. 5140 - 5145, http://dx.doi.org/10.1109/ICC.2012.6363955
    Conference Papers | 2012
    Bayat S; Louie RHY; Li Y; Ng SX; Vucetic B, 2012, 'Distributed algorithm for multiple antenna cooperative cognitive radio networks with multiple primary and secondary users', in Progress in Electromagnetics Research Symposium, pp. 297 - 302
    Conference Papers | 2012
    Louie RHY; Hardjawana W; Li Y; Vucetic B, 2012, 'Distributed multiple-access for wireless communications: Compressed sensing with multiple antennas', in GLOBECOM - IEEE Global Telecommunications Conference, pp. 3622 - 3627, http://dx.doi.org/10.1109/GLOCOM.2012.6503678
    Conference Papers | 2012
    Wu Y; Louie RHY; McKay MR, 2012, 'Impact of training on the transmission capacity of wireless ad hoc networks', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 3133 - 3136, http://dx.doi.org/10.1109/ICASSP.2012.6288579
    Conference Papers | 2011
    Bayat S; Louie RHY; Li Y; Vucetic B, 2011, 'Cognitive radio relay networks with multiple primary and secondary users: Distributed stable matching algorithms for spectrum access', in IEEE International Conference on Communications, http://dx.doi.org/10.1109/icc.2011.5962935
    Preprints | 2011
    Bayat S; Louie RHY; Vucetic B; Li Y, 2011, Dynamic Decentralized Algorithms for Cognitive Radio Relay Networks, http://dx.doi.org/10.48550/arxiv.1109.2676
    Conference Papers | 2011
    Louie RHY; McKay MR; Jindal N; Collings IB, 2011, 'Spatial multiplexing with MMSE receivers in ad hoc networks', in IEEE International Conference on Communications, http://dx.doi.org/10.1109/icc.2011.5963372
    Conference Papers | 2010
    Elkashlan M; Yeoh PL; Louie RHY; Collings IB, 2010, 'Exact and asymptotic SER of receive diversity in multiple amplify-and-forward relaying', in IEEE International Conference on Communications, http://dx.doi.org/10.1109/ICC.2010.5501920
    Conference Papers | 2010
    Elkashlan M; Yeoh PL; Louie RHY; Collings IB, 2010, 'SER of multiple fixed gain amplify-and-forward relays with receive diversity', in IEEE Vehicular Technology Conference, IEEE, presented at 2010 IEEE 71st Vehicular Technology Conference, 16 May 2010 - 19 May 2010, http://dx.doi.org/10.1109/VETECS.2010.5494035
    Preprints | 2010
    Li Y; Louie RHY; Vucetic B, 2010, Relay Selection with Network Coding in Two-Way Relay Channels, http://dx.doi.org/10.48550/arxiv.1009.5145
    Preprints | 2010
    Louie RHY; McKay MR; Collings IB, 2010, Open-Loop Spatial Multiplexing and Diversity Communications in Ad Hoc Networks, http://dx.doi.org/10.48550/arxiv.1009.3090
    Preprints | 2010
    Louie RHY; McKay MR; Jindal N; Collings IB, 2010, Spatial multiplexing with MMSE receivers: Single-stream optimality in ad hoc networks, http://dx.doi.org/10.48550/arxiv.1003.3056
    Conference Papers | 2010
    Manna R; Louie RHY; Li Y; Vucetic B, 2010, 'Cooperative amplify-and-forward relaying in cognitive radio networks', in 2010 Proceedings of the 5th International Conference on Cognitive Radio Oriented Wireless Networks and Communications, CROWNCom 2010, http://dx.doi.org/10.4108/ICST.CROWNCOM2010.9260
    Conference Papers | 2010
    Manna R; Louie RHY; Li Y; Vucetic B, 2010, 'Interference cancellation in two hop multiuser cognitive radio networks', in IEEE Wireless Communications and Networking Conference, WCNC, http://dx.doi.org/10.1109/WCNC.2010.5506446
    Conference Papers | 2010
    Wu Y; Louie RHY; McKay MR; Collings IB, 2010, 'Benefits of transmit antenna selection in ad hoc networks', in GLOBECOM - IEEE Global Telecommunications Conference, http://dx.doi.org/10.1109/GLOCOM.2010.5684289
    Conference Papers | 2010
    Wu Y; Louie RHY; McKay MR; Collings IB, 2010, 'MIMO beamforming with quantized feedback in ad hoc networks: Transmission capacity analysis', in Conference Record - Asilomar Conference on Signals, Systems and Computers, pp. 1582 - 1587, http://dx.doi.org/10.1109/ACSSC.2010.5757804
    Conference Papers | 2009
    Louie RHY; Li Y; Suraweera HA; Vucetic B, 2009, 'Beamforming with Antenna Correlation in Two Hop Amplify and Forward Relay Networks', in 2009 IEEE WIRELESS COMMUNICATIONS & NETWORKING CONFERENCE, VOLS 1-5, IEEE, HUNGARY, Budapest, pp. 7 - +, presented at IEEE Wireless Communications and Networking Conference, HUNGARY, Budapest, 05 April 2009 - 08 April 2009, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000272057700002&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2009
    Louie RHY; Li Y; Suraweera HA; Vucetic B, 2009, 'Beamforming with antenna correlation in two hop amplify and forward relay networks', in IEEE Wireless Communications and Networking Conference, WCNC, http://dx.doi.org/10.1109/WCNC.2009.4917612
    Conference Papers | 2009
    Louie RHY; Li Y; Vucetic B, 2009, 'Performance Analysis of Physical Layer Network Coding in Two-Way Relay Channels', in Ulema M (ed.), GLOBECOM 2009 - 2009 IEEE GLOBAL TELECOMMUNICATIONS CONFERENCE, VOLS 1-8, IEEE, HI, Honolulu, pp. 2242 - 2247, presented at IEEE Global Telecommunications Conference (GLOBECOM 09), HI, Honolulu, 30 November 2009 - 04 December 2009, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000280579100371&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2009
    Louie RHY; Li Y; Vucetic B, 2009, 'Performance analysis of physical layer network coding in two-way relay channels', in GLOBECOM - IEEE Global Telecommunications Conference, http://dx.doi.org/10.1109/GLOCOM.2009.5426193
    Conference Papers | 2009
    Louie RHY; Li Y; Vucetic B, 2009, 'Zero Forcing Processing in Two Hop Networks with Multiple Source, Relay and Destination Nodes', in 2009 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, VOLS 1-8, IEEE, GERMANY, Dresden, pp. 3983 - 3987, presented at IEEE International Conference on Communications (ICC 2009), GERMANY, Dresden, 14 June 2009 - 18 June 2009, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000280922201366&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2009
    Louie RHY; Li Y; Vucetic B, 2009, 'Zero forcing processing in two hop networks with multiple source, relay and destination nodes', in IEEE International Conference on Communications, http://dx.doi.org/10.1109/ICC.2009.5199577
    Conference Papers | 2009
    Louie RHY; McKay MR; Collings IB, 2009, 'Spatial Multiplexing with MRC and ZF Receivers in Ad Hoc Networks', in 2009 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, VOLS 1-8, IEEE, GERMANY, Dresden, pp. 1627 - +, presented at IEEE International Conference on Communications (ICC 2009), GERMANY, Dresden, 14 June 2009 - 18 June 2009, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000280922200302&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2009
    Louie RHY; McKay MR; Collings IB, 2009, 'Spatial multiplexing with MRC and ZF receivers in ad hoc networks', in IEEE International Conference on Communications, http://dx.doi.org/10.1109/ICC.2009.5199472
    Conference Papers | 2008
    Louie RHY; Li Y; Vucetic B, 2008, 'Performance analysis of beamforming in two hop amplify and forward relay networks', in IEEE International Conference on Communications, pp. 4311 - 4315, http://dx.doi.org/10.1109/ICC.2008.809
    Conference Papers | 2008
    Louie RHY; McKay MR; Collings IB, 2008, 'New asymptotic performance results for MIMO and SIMO optimum combining', in Proceedings of the 2008 Australian Communications Theory Workshop, AusCTW08, pp. 69 - 74, http://dx.doi.org/10.1109/AUSCTW.2008.4460824
    Conference Papers | 2008
    Louie RHY; McKay MR; Collings IB, 2008, 'On the use of multiple antennas to reduce MAC layer coordination in Ad hoc networks', in IEEE International Conference on Communications, pp. 4554 - 4558, http://dx.doi.org/10.1109/ICC.2008.854
    Conference Papers | 2008
    Louie RHY; McKay MR; Collings IB, 2008, 'Optimum combining in Rician fading: Performance analysis in asymptotic SNR regimes', in IEEE International Conference on Communications, pp. 850 - 854, http://dx.doi.org/10.1109/ICC.2008.167
    Conference Papers | 2008
    Louie RHY; McKay MR; Collings IB, 2008, 'Sum Capacity of Opportunistic Scheduling for Multiuser MIMO Systems with Linear Receivers', in GLOBECOM - IEEE Global Telecommunications Conference, pp. 3724 - 3728, http://dx.doi.org/10.1109/GLOCOM.2008.ECP.715
    Conference Papers | 2008
    Louie RHY; McKay MR; Collings IB, 2008, 'optimum combining systems in the presence of Rician fading: SINR and capacity analysis', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 2745 - 2748, http://dx.doi.org/10.1109/ICASSP.2008.4518217
    Preprints | 2008
    Louie RHY; McKay MR; Collings IB, 2008, Maximum Sum-Rate of MIMO Multiuser Scheduling with Linear Receivers, http://dx.doi.org/10.48550/arxiv.0812.3232
    Conference Papers | 2007
    Louie RHY; Collings IB; McKay MR, 2007, 'Analysis of dense ad hoc networks with spatial diversity', in GLOBECOM - IEEE Global Telecommunications Conference, pp. 1253 - 1257, http://dx.doi.org/10.1109/GLOCOM.2007.241
    Conference Papers | 2007
    Louie RHY; McKay MR; Collings IB, 2007, 'Capacity increase with antenna correlation for multiuser MIMO-MRC', in 8th Australian Communication Theory Workshop, AusCTW 2007, pp. 139 - 143
    Conference Papers | 2007
    Louie RHY; McKay MR; Collings IB; Vucetic B, 2007, 'Capacity approximations for multiuser MIMO-MRC with antenna correlation', in IEEE International Conference on Communications, pp. 5195 - 5200, http://dx.doi.org/10.1109/ICC.2007.859

  • Hong Kong Research Grants Council General Research Fund, Chief  (Primary) Investigator (2017-2019)

    • “Statistical inference of the fitness parameters driving viral evolution using time series data”, HKD 482,605 (AUD 77,168.32)

  • Hong Kong Research Grants Council General Research Fund, Chief (Primary) Investigator (2016-2018),

    • A novel statistical inference framework for big data applications: Identifying hidden multi-variate non-linear associations”, HKD 696,029 (AUD 111,294.72)

  • Australian Research Council Discovery Project grant, Chief (and sole) Investigator (2011-2013). 

    • Design of future cognitive radio relay networks”. AUD 255,000 

Journal Papers (Computational biology)

 

  1. Kenneth P Micklethwaite, Kavitha Gowrishankar, Brian S Gloss, Ziduo Li, Janine A Street, Leili Moezzi, Melanie A Mach, Gaurav Sutrave, Leighton E Clancy, David C Bishop, R. H. Y. Louie*, Curtis Cai, Jonathan Foox, Matthew MacKay, Fritz J Sedlazeck, Piers Blombery, Christopher E Mason, Fabio Luciani, David J Gottlieb, Emily Blyth. “Investigation of product-derived lymphoma following infusion of piggyBac-modified CD19 chimeric antigen receptor T cells”, Blood, 2021
  2. R. H. Y. Louie* and F. Luciani, “Recent advances in single‐cell multimodal analysis to study immune cells”, Immunology and Cell Biology, 2021.
  3. S. Sohail*, R. H. Y. Louie*, J. P. Barton, and M. R. McKay, “MPL resolves genetic linkage in fitness inference from complex evolutionary histories”, Nature Biotechnology, November 2020. *Equal contribution
  4. A. A. Quadeer, M. R. McKay, J.P. Barton, R.H.Y. Louie, “MPF-BML: a standalone GUI-based package for maximum entropy model inference”, Bioinformatics, 36 (7), pp 2278-2279, April, 2020
  5. A. A. Quadeer, R.H.Y. Louie and M. R. McKay, "Identifying immunologically-vulnerable regions of the HCV E2 glycoprotein and broadly neutralizing antibodies that target them”, Nature Communications, 10 (1), pp. 1-11, 2019
  6. R. H. Y. Louie, K. J. Kaczorowski, J. P. Barton, A. K. Chakraborty, and M. R. McKay, “The fitness landscape of the human immunodeficiency virus envelope proteins that are the targets of humoral immune responses”, Proceedings of the National Academy of Sciences of the USA (PNAS), 115:E564-E573, Jan 2018.
  7. A. A. Quadeer, R.H.Y. Louie, K. Shekhar, A. K. Chakraborty, I. Hsing, and M. R. McKay, “Statistical linkage of mutations in the non-structural proteins of Hepatitis C virus exposes targets for immunogen design,” Journal of Virology, vol. 88, no. 13, pp. 7628-7644, July 2014

 

 

Journal Papers (Application of signal processing, information theory, game theory, optimization, probability and statistical tools to wireless communication systems)

 

  1. Y. Wu, R. H. Y. Louie, M. R. McKay, “Asymptotic outage probability of MIMO-MRC systems in double-correlated Rician environments”, IEEE Transactions on Wireless Communications, vol. 15, no. 1, pp. 367-376, Jan. 2016

  2. D. M. Jimenez, R.H.Y. Louie, M. R. McKay, and Y. Chen, “Analysis and design of multiple-antenna cognitive radios with multiple primary user signals”, IEEE Transactions on Signal Processing, vol. 63, no. 18, pp. 492954939, September 2015

  3. R.H.Y. Louie, W. Hardjawana, Y. Li and B. Vucetic, “Distributed multiple-access for smart grid home area networks: Compressed sensing with multiple antennas”, IEEE Transactions on Smart Grid, vol. 5, no. 6, pp. 2938-2946, November 2014

  4. S. Bayat, R.H.Y. Louie, Z. Han, B. Vucetic and Y. Li, "Distributed user association and femtocell allocation in heterogeneous wireless networks,” IEEE Transactions on Communications¸ vol. 62, no. 8, pp. 3027-3043, August 2014.

  5. H. Chen, Y. Li, R.H.Y. Louie and B. Vucetic, "Autonomous demand side management with instantaneous load billing: an aggregative game approach,” IEEE Transactions on Smart Grid, vol. 7, no. 4, pp. 1744-1754, April 2014

  6. S. Bayat, R.H.Y. Louie, Z. Han, B. Vucetic and Y. Li, "Physical layer security in distributed wireless networks using matching theory,” IEEE Transactions on Information Forensics and Security¸ vol. 8, no. 5, pp. 717-732, May 2013.

  7. S. Bayat, R. H. Y. Louie, B. Vucetic, Y.  Li, “Dynamic decentralised algorithms for cognitive radio relay networks with multiple primary and secondary users utilising matching theory”, Trans. Emerging Telecommunications Technologies vol. 24, no. 5, pp. 486-502,  2013

  8. Y. Wu, R.H.Y. Louie and M. R. McKay, “Analysis and design of wireless ad hoc networks with channel estimation errors”, IEEE Transactions on Signal Processing¸ vol. 61, no. 6, pp. 1447-1459, March 2013.

  9. Y. Wu, R.H.Y. Louie, M. R. McKay and I. B. Collings, “Generalized framework for the analysis of linear MIMO transmission schemes in decentralized wireless ad hoc networks”, IEEE Transactions on Wireless Communications¸ vol. 11, no. 8, pp. 2815-27, August 2012.

  10. R. Manna, R.H.Y. Louie, Y. Li and B. Vucetic, “Cooperative spectrum sharing in cognitive radio networks with multiple antennas”, IEEE Transactions on Signal Processing¸ vol. 59, no. 11, pp. 5509-22, November 2011.

  11. R.H.Y. Louie, M.R. McKay, and I.B. Collings, “Open-loop diversity and multiplexing communications in ad hoc networks”, IEEE Transactions on Information Theory, vol. 57, no. 1, pp. 317-344, January 2011.

  12. Y. Li , R.H.Y. Louie and B. Vucetic, “Relay selection with network coding in two-way relay channels”, IEEE Transactions on Vehicular Technology, vol. 59, no. 9, pp. 4489-99, November 2010

  13. M. Elkhashlan, P.L. Yeoh, R.H.Y. Louie and I.B. Collings, “On the exact and asymptotic SER of receive diversity with multiple amplify-and-forward relays” IEEE Transactions on Vehicular Technology, vol. 59, no. 9, pp. 4602-08, November 2010

  14. R.H.Y. Louie, Y. Li and B. Vucetic, “Practical physical layer network coding for two way relay channels: performance analysis and comparison”, IEEE Transactions on Wireless Communications¸ vol. 9, no. 1, pp. 764–77, February 2010.

  15. R.H.Y. Louie, Y. Li and B. Vucetic, “Zero forcing in general two-hop relay networks”, IEEE Transactions on Vehicular Technology, vol. 59, no. 1, pp. 191–202, January 2010.

  16. R.H.Y. Louie, M.R. McKay, and I.B. Collings, “Maximum sum-rate of MIMO multiuser scheduling with linear receivers”, IEEE Transactions on Communications, vol. 57, no. 11, pp. 3500–10, November 2009.

  17. R.H.Y. Louie, M.R. McKay, and I.B. Collings, “New performance results for multiuser optimum combining in the presence of Rician fading”, IEEE Transactions on Communications, vol. 57, no. 8, pp. 2348–58, 2009.

  18. R.H.Y. Louie, Y. Li, H. Suraweera and B. Vucetic, “Performance analysis of beamforming in two hop amplify and forward relay networks with antenna correlation”, IEEE Transactions on Wireless Communications, vol. 8, no. 6, pp. 3132–41, 2009.

  19. H. Suraweera , R.H.Y. Louie, Y. Li, George K. Karagiannidis, and B. Vucetic, “Two hop amplify-and-forward transmission in mixed Rayleigh and Rician channels”, IEEE Communications Letters, vol. 13, no. 4, pp. 227–29, 2009.

  20. R.H.Y. Louie, M.R. McKay, and I.B. Collings, “Impact of correlation on the capacity of multiple access and broadcast channels with MIMO-MRC”, IEEE Transactions on Wireless Communications, vol. 7, no. 6, pp. 2397–2407, 2008.

 

Media Coverage

Media coverage includes (see http://www.mckayspcb.com/news/ for a complete list of >20 media articles)

  • SCMP - Breakthrough HKUST-led research on mapping of HIV weak spots paves way for vaccine
    • http://www.scmp.com/news/hong-kong/health-environment/article/2132436/breakthrough-hkust-led-research-mapping-hiv-weak
  • RTHK - Hong Kong Today (Big data analysis helping in development of HIV vaccine)
    • http://news.rthk.hk/rthk/en/news-programmes/this-episode.htm?cmsid=77&episode_id=485231&livetime=20180208063000
  • Eurekalert – Big data methods learn the fitness landscape of the HIV envelope protein
    • https://eurekalert.org/pub_releases/2018-02/hkuo-bdm020618.php

My Teaching

  • ELEC2100H Honors – Signals and Systems (HKUST)
    • Fall 2015, 2016, 2017 (full course)
  • ELEC5450 – Random Matrix Theory and Applications (HKUST)
    • 8/3/2017, 15/3/2017, 16/3/2018 (guest lecturer)
  • BIEN5040 – Introduction to Bioengineering Research (HKUST)
    • 23/9/2015, 30/9/2015, 7/10/2016 (guest lecturer)
  • ELEC2600 - Probability and Random Processes in Engineering (HKUST)
    • Fall 2014 (full course)
    • 8/11/2013 (guest lecturer)
  • ELEC5507 – Error Control Coding (University of Sydney)
    • 2010-2012 (full course)