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The ACM SRC provides participants a chance to meet other students and to get direct feedback on their work from experts. This year's competitions took place at 19 participating ACM SIG conferences, sponsored by SIGACCESS, SIGARCH,SIGART, SIGBED, SIGCHI, SIGCOMM, SIGCSE, SIGDA,SIGDOC, SIGGRAPH, SIGHPC, SIGMICRO, SIGPLAN, SIGSOFT and SIGSPATIAL as well as TAPIA which included more than 249 student participants. The SRC program is administered by Nanette Hernandez of the ACM, Douglas Baldwin of SUNY Geneseo and Adrienne Decker of University at Buffalo.</p> <p><a href="/about"><span style="line-height: normal;">[Learn More about SRC]</span></a></p></div> </li> <li class="infonav__ctaList"> </li> </ul> </div> </li> <li class="has-dropdown not-click"><a href="#">Awards & Recognition</a> <div class="dropdown clearfix"> <ul class="infonav clearfix"> <li class="infonav__linkList clearfix"> <a href="/awards" class="first">Awards & Recognition</a> <ul class="infonav__linkList-list clearfix"> </ul> </li> <li class="infonav__landingPage"> <div> <p class="first">About SRC Awards</p> <p>There are many tangible and intangible rewards of participating in one of ACM’s Student Research Competitions - Awards, Prestige, Visibility, and Experience</p></div> </li> <li class="infonav__ctaList"> </li> </ul> </div> </li> <li class="has-dropdown not-click"><a href="#">Grand Finalists</a> <div class="dropdown clearfix"> <ul class="infonav clearfix"> <li class="infonav__linkList clearfix"> <a href="/grand-finalists/2023" class="first">Latest Grand Finalists</a> <ul class="infonav__linkList-list clearfix"> </ul> </li> <li class="infonav__landingPage"> <div> <p class="first">About the SRC Grand Finalists</p> <p>First place undergraduate and graduate (Masters or PhD program) student winners from the SRCs held during the year advance to the SRC Grand Finals. A different panel of judges evaluates these winners against each other via the web. Three undergraduates and three graduates will be chosen as the SRC Grand Finals winners.</p></div> </li> <li class="infonav__ctaList"> </li> </ul> </div> </li> <li class="has-dropdown not-click active"><a href="#">Grand Finals Candidates</a> <div class="dropdown clearfix"> <ul class="infonav clearfix"> <li class="infonav__linkList clearfix"> <a href="/candidates/2023" class="first">Current Competitions, 2022 - 2023</a> <ul class="infonav__linkList-list clearfix"> </ul> </li> <li class="infonav__landingPage"> <div> <p class="first">Participate in an SRC Contest</p> <p><span style="color: rgb(34, 34, 34); font-family: Verdana; font-size: 14px; line-height: 19.6px; text-align: start;">Gain many tangible and intangible rewards from <a href="/participate">participating in an SRC Contest</a>, from cash prizes to opportunities to meet with researchers and make connections in your field. Presenting before panels of experts and competing with your peers, you'll hone your communications and presentation skills.</span> [Also read the information <a href="/about/for-students">For Student Participants</a>.]</p></div> </li> <li class="infonav__ctaList"> </li> </ul> </div> </li> <li class="has-dropdown not-click"><a href="#">Winners</a> <div class="dropdown clearfix"> <ul class="infonav clearfix"> <li class="infonav__linkList clearfix"> <a href="/winners/2024" class="first">Current Competition Winners</a> <ul class="infonav__linkList-list clearfix"> </ul> </li> <li class="infonav__landingPage"> <div> <p class="first">About the SRC Winners</p> <p>Evaluated on their knowledge of their research area, contribution of the research, and the quality of the oral and visual presentation before a panel of judges. Three winners are chosen in each category, undergraduate and graduate (Masters or PhD program), receiving $500, $300, and $200, respectively.</p></div> </li> <li class="infonav__ctaList"> </li> </ul> </div> </li> <li class="has-dropdown not-click"><a href="#">Judging</a> <div class="dropdown clearfix"> <ul class="infonav clearfix"> <li class="infonav__linkList clearfix"> <a href="/judging" class="first">SRC Judging</a> <ul class="infonav__linkList-list clearfix"> </ul> </li> <li class="infonav__landingPage"> <div> <p class="first">About SRC Competitions</p> <p>Submit your work and advance to the SRC Grand Finals -- from Poster Sessions, in-person presentation Semi-finals, and compete with your first-place peers in the final round. You will be evaluated on your<span style="line-height: 1.6em;"> knowledge of your </span><span style="line-height: 1.6em;">research area, contribution of your research, and the quality of your oral </span><span style="line-height: 1.6em;">and visual presentation by panels of experts in each field of research.</span></p></div> </li> <li class="infonav__ctaList"> <div class="infonav__ctaList-cta"> <a href="https://chi2024.acm.org/for-authors/student-research-competition/"><img src="/binaries/content/gallery/acm/ctas/conferences/chi-2024.jpg/chi-2024.jpg/acm%3Adesktopcta" alt="chi-2024.jpg"></a><div class="cta-text"> <a href="https://chi2024.acm.org/for-authors/student-research-competition/">CHI 2024</a></div> </div> <div class="infonav__ctaList-cta"> <a href="https://conf.researchr.org/track/icse-2024/icse-2024-SRC"><img src="/binaries/content/gallery/acm/ctas/conferences/icse-2024.jpg/icse-2024.jpg/acm%3Adesktopcta" alt="icse-2024.jpg"></a><div class="cta-text"> <a href="https://conf.researchr.org/track/icse-2024/icse-2024-SRC">ICSE 2024</a></div> </div> <div class="infonav__ctaList-cta"> <a href="https://sigcse2024.sigcse.org/track/sigcse-ts-2024-acm-student-research-competition"><img src="/binaries/content/gallery/acm/ctas/conferences/sigcse-2024.jpg/sigcse-2024.jpg/acm%3Adesktopcta" alt="sigcse-2024.jpg"></a><div class="cta-text"> <a href="https://sigcse2024.sigcse.org/track/sigcse-ts-2024-acm-student-research-competition">SIGCSE 2024</a></div> </div> <div class="infonav__ctaList-cta"> <a href="https://www.sigapp.org/sac/sac2024/index.php"><img src="/binaries/content/gallery/acm/ctas/conferences/sac_2024.jpg/sac_2024.jpg/acm%3Adesktopcta" alt="sac_2024.jpg"></a><div class="cta-text"> <a href="https://www.sigapp.org/sac/sac2024/index.php">SAC 2024</a></div> </div> </li> </ul> </div> </li> <li class="has-dropdown not-click"><a href="#">Host an SRC</a> <div class="dropdown clearfix"> <ul class="infonav clearfix"> <li class="infonav__linkList clearfix"> <a href="/host" class="first">Host an SRC</a> <ul class="infonav__linkList-list clearfix"> </ul> </li> <li class="infonav__landingPage"> <div> <p class="first">Why you should host an SRC at your SIG Conference</p> <p>Increase visibility for your Conference and add a venue for young researchers to sharpen their communication, visual, organizational, and presentation skills, meet with researchers in their field of interest and make important connections.</p></div> </li> <li class="infonav__ctaList"> <div class="infonav__ctaList-cta"> <a href="https://chi2024.acm.org/for-authors/student-research-competition/"><img src="/binaries/content/gallery/acm/ctas/conferences/chi-2024.jpg/chi-2024.jpg/acm%3Adesktopcta" alt="chi-2024.jpg"></a><div class="cta-text"> <a href="https://chi2024.acm.org/for-authors/student-research-competition/">CHI 2024</a></div> </div> <div class="infonav__ctaList-cta"> <a href="https://conf.researchr.org/track/icse-2024/icse-2024-SRC"><img src="/binaries/content/gallery/acm/ctas/conferences/icse-2024.jpg/icse-2024.jpg/acm%3Adesktopcta" alt="icse-2024.jpg"></a><div class="cta-text"> <a href="https://conf.researchr.org/track/icse-2024/icse-2024-SRC">ICSE 2024</a></div> </div> <div class="infonav__ctaList-cta"> <a href="https://sigcse2024.sigcse.org/track/sigcse-ts-2024-acm-student-research-competition"><img src="/binaries/content/gallery/acm/ctas/conferences/sigcse-2024.jpg/sigcse-2024.jpg/acm%3Adesktopcta" alt="sigcse-2024.jpg"></a><div class="cta-text"> <a href="https://sigcse2024.sigcse.org/track/sigcse-ts-2024-acm-student-research-competition">SIGCSE 2024</a></div> </div> <div class="infonav__ctaList-cta"> <a href="https://www.sigapp.org/sac/sac2024/index.php"><img src="/binaries/content/gallery/acm/ctas/conferences/sac_2024.jpg/sac_2024.jpg/acm%3Adesktopcta" alt="sac_2024.jpg"></a><div class="cta-text"> <a href="https://www.sigapp.org/sac/sac2024/index.php">SAC 2024</a></div> </div> </li> </ul> </div> </li> <li class="has-dropdown not-click"><a href="#">Calls for Submission</a> <div class="dropdown clearfix"> <ul class="infonav clearfix"> <li class="infonav__linkList clearfix"> <a href="/submissions" class="first">Current Calls for Submissions</a> <ul class="infonav__linkList-list clearfix"> </ul> </li> <li class="infonav__landingPage"> <div> <p class="first">Participate in an SRC Contest</p> <p><span style="color: rgb(34, 34, 34); font-family: Verdana; font-size: 14px; line-height: 19.6px; text-align: start;">Gain many tangible and intangible rewards from <a href="/participate">participating in an SRC Contest</a>, from cash prizes to opportunities to meet with researchers and make connections in your field. Presenting before panels of experts and competing with your peers, you'll hone your communications and presentation skills.</span> [Also read the information <a href="/about/for-students">For Student Participants</a>.]</p></div> </li> <li class="infonav__ctaList"> <div class="infonav__ctaList-cta"> <a href="https://chi2024.acm.org/for-authors/student-research-competition/"><img src="/binaries/content/gallery/acm/ctas/conferences/chi-2024.jpg/chi-2024.jpg/acm%3Adesktopcta" alt="chi-2024.jpg"></a><div class="cta-text"> <a href="https://chi2024.acm.org/for-authors/student-research-competition/">CHI 2024</a></div> </div> <div class="infonav__ctaList-cta"> <a href="https://conf.researchr.org/track/icse-2024/icse-2024-SRC"><img src="/binaries/content/gallery/acm/ctas/conferences/icse-2024.jpg/icse-2024.jpg/acm%3Adesktopcta" alt="icse-2024.jpg"></a><div class="cta-text"> <a href="https://conf.researchr.org/track/icse-2024/icse-2024-SRC">ICSE 2024</a></div> </div> <div class="infonav__ctaList-cta"> <a href="https://sigcse2024.sigcse.org/track/sigcse-ts-2024-acm-student-research-competition"><img src="/binaries/content/gallery/acm/ctas/conferences/sigcse-2024.jpg/sigcse-2024.jpg/acm%3Adesktopcta" alt="sigcse-2024.jpg"></a><div class="cta-text"> <a href="https://sigcse2024.sigcse.org/track/sigcse-ts-2024-acm-student-research-competition">SIGCSE 2024</a></div> </div> <div class="infonav__ctaList-cta"> <a href="https://www.sigapp.org/sac/sac2024/index.php"><img src="/binaries/content/gallery/acm/ctas/conferences/sac_2024.jpg/sac_2024.jpg/acm%3Adesktopcta" alt="sac_2024.jpg"></a><div class="cta-text"> <a href="https://www.sigapp.org/sac/sac2024/index.php">SAC 2024</a></div> </div> </li> </ul> </div> </li> <li class="has-dropdown not-click"><a href="#">Testimonials</a> <div class="dropdown clearfix"> <ul class="infonav clearfix"> <li class="infonav__linkList clearfix"> <a href="/testimonials/2023" class="first">Student Testimonials</a> <ul class="infonav__linkList-list clearfix"> </ul> </li> <li class="infonav__landingPage"> <div> <p class="first">How Sharing My Ideas Helped Me</p> <p>"The SRC was an unforgettable experience that gave me a unique and valuable perspective on the world of academic research. I was able to discuss related research, share my ideas, and receive constructive feedback from my peers and field experts. This knowledge and experience exchange broadened my horizons and underlined the importance of dialogue in research. This event had a significant impact on my path, motivating me to pursue my research with even greater determination!"</p> <p><strong>Irene Zanardi</strong>, Università della Svizzera Italiana, Switzerland<br/> CHI 2022</p></div> </li> <li class="infonav__ctaList"> <div class="infonav__ctaList-cta"> <img src="/binaries/content/gallery/acm/ctas/src/s-z/irene-zanardi.jpg/irene-zanardi.jpg/acm%3Adesktopcta" alt="irene-zanardi.jpg"><div class="cta-text"> </div> </div> </li> </ul> </div> </li> <li class="has-dropdown not-click"><a href="#">FAQs</a> <div class="dropdown clearfix"> <ul class="infonav clearfix"> <li class="infonav__linkList clearfix"> <a href="/faqs" class="first">SRC FAQs</a> <ul class="infonav__linkList-list clearfix"> </ul> </li> <li class="infonav__landingPage"> <div> <p class="first">The ACM Student Research Competition (SRC)</p> <p><span style="line-height: normal; text-align: left;">The ACM Student Research Competition (SRC) offers a unique forum for undergraduate and graduate students to present their original research before a panel of judges and attendees at well-known ACM-sponsored and co-sponsored conferences.</span></p> <p>Recognizing the value of student participation at conferences, ACM started the program in 2003, but it is much more than just a travel funding program. The ACM SRC provides participants a chance to meet other students and to get direct feedback on their work from experts. This year's competitions took place at 19 participating ACM SIG conferences, sponsored by SIGACCESS, SIGARCH,SIGART, SIGBED, SIGCHI, SIGCOMM, SIGCSE, SIGDA,SIGDOC, SIGGRAPH, SIGHPC, SIGMICRO, SIGPLAN, SIGSOFT and SIGSPATIAL as well as TAPIA which included more than 249 student participants. The SRC program is administered by Nanette Hernandez of the ACM, Douglas Baldwin of SUNY Geneseo and Adrienne Decker of University at Buffalo.</p> <p><a href="/about"><span style="line-height: normal;">[Learn More about SRC]</span></a></p></div> </li> <li class="infonav__ctaList"> <div class="infonav__ctaList-cta"> <a href="https://chi2024.acm.org/for-authors/student-research-competition/"><img src="/binaries/content/gallery/acm/ctas/conferences/chi-2024.jpg/chi-2024.jpg/acm%3Adesktopcta" alt="chi-2024.jpg"></a><div class="cta-text"> <a href="https://chi2024.acm.org/for-authors/student-research-competition/">CHI 2024</a></div> </div> <div class="infonav__ctaList-cta"> <a href="https://conf.researchr.org/track/icse-2024/icse-2024-SRC"><img src="/binaries/content/gallery/acm/ctas/conferences/icse-2024.jpg/icse-2024.jpg/acm%3Adesktopcta" alt="icse-2024.jpg"></a><div class="cta-text"> <a href="https://conf.researchr.org/track/icse-2024/icse-2024-SRC">ICSE 2024</a></div> </div> <div class="infonav__ctaList-cta"> <a href="https://sigcse2024.sigcse.org/track/sigcse-ts-2024-acm-student-research-competition"><img src="/binaries/content/gallery/acm/ctas/conferences/sigcse-2024.jpg/sigcse-2024.jpg/acm%3Adesktopcta" alt="sigcse-2024.jpg"></a><div class="cta-text"> <a href="https://sigcse2024.sigcse.org/track/sigcse-ts-2024-acm-student-research-competition">SIGCSE 2024</a></div> </div> <div class="infonav__ctaList-cta"> <a href="https://www.sigapp.org/sac/sac2024/index.php"><img src="/binaries/content/gallery/acm/ctas/conferences/sac_2024.jpg/sac_2024.jpg/acm%3Adesktopcta" alt="sac_2024.jpg"></a><div class="cta-text"> <a href="https://www.sigapp.org/sac/sac2024/index.php">SAC 2024</a></div> </div> </li> </ul> </div> </li> </ul> </section> </nav> <nav class="section-nav"> <div class="section-nav-wrapper"> <ul> <li><a href="/candidates/2023" title="2022 -2023">2022 -2023</a></li> <span></span> <li class="active"><a href="/candidates/2022" title="2021 - 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Ayano </strong>- <em> Purdue University </em><br/> <a href="https://tapiaconference.cmd-it.org/">TAPIA 2021 </a><br/> Tile of Submission: <a href="/binaries/content/assets/src/2022/oluwafolake-ayano.pdf">Node-Centric Community Detection in Evolving Networks</a></p> <p><strong>Yuke Wang </strong>- <em> University of California, Santa Barbara </em><br/> <a href="http://pact21.snu.ac.kr/">PACT 2021 </a><br/> Tile of Submission: <a href="/binaries/content/assets/src/2022/yuke-wang.pdf">Bridging Sparse GNN Computation and Dense Tensor Cores on GPUs</a></p> <p><strong>Madhurima Chakraborty </strong>- <em> University of California, Riverside </em><br/> <a href="https://2021.splashcon.org/">SPLASH 2021 </a><br/> Tile of Submission: <a href="/binaries/content/assets/src/2022/madhurima-chakraborty.pdf">A Study of Call Graph Effectiveness for Framework-Based Web Applications</a></p> <p><strong>Samine Hadidi </strong>- <em> The University of Sydney </em><br/> <a href="https://assets21.sigaccess.org/">ASSETS 2021 </a><br/> Tile of Submission: Adee: Bringing Accessibility Right Inside Design Tools</p> <p><strong>David Chu </strong>- <em> University of California, Berkeley </em><br/> <a href="https://sosp2021.mpi-sws.org/">SOSP 2021 </a><br/> Tile of Submission: <a href="/binaries/content/assets/src/2022/david-chu.pdf">Automatic Compartmentalization of Distributed Protocols</a></p> <p><strong>Xiaofan Zhang </strong>- <em> University of Illinois at Urbana-Champaign </em><br/> <a href="https://iccad.com/">ICCAD 2021 </a><br/> Tile of Submission: <a href="/binaries/content/assets/src/2022/xiaofan-zhang.pdf">Bridge the Hardware-Software Gap: Exploring End-to-End Design Flows for Building Efficient AI Systems</a></p> <p><strong>Yu-En Chang </strong>- <em> National Cheng Kung University </em><br/> <a href="https://sigspatial2021.sigspatial.org/">SIGSPATIAL 2021 </a><br/> Tile of Submission: An Interpretable Deep Learning Framework for Assessing Financial Potential of Urban Spaces</p> <p><strong>Daniel Marshall </strong>- <em> University of Kent </em><br/> <a href="https://popl22.sigplan.org/">POPL 2022 </a><br/> Tile of Submission: Linearity, Uniqueness, Ownership: An Entente Cordiale</p> <p><strong>Emily Relkin </strong>- <em> Tufts University </em><br/> <a href="https://sigcse2022.sigcse.org/">SIGCSE 2022</a><br/> Tile of Submission: Cross-grade Comparison of Computational Thinking in Young Children Using Normalized Unplugged Assessment Scores</p> <p><strong>Connor F Scully-Allison </strong>- <em> University of Arizona; University of Nevada, Reno, </em><br/> <a href="https://sc21.supercomputing.org/">SC 2021 </a><br/> Tile of Submission: Designing an Interactive, Notebook-Embedded, Tree Visualization to Support Exploratory Performance Analysis</p> <p> </p> <p> </p> <h2 id="h-undergraduate-student-winners">UNDERGRADUATE STUDENT WINNERS</h2> <p><strong>Kabir Nagrecha </strong>- <em> University of California, San Diego </em><br/> <a href="https://2021.sigmod.org/">SIGMOD 2021 </a><br/> Tile of Submission: Hydra: Task Parallelism for Large-Model Training</p> <p><strong>Yihong Zhang </strong>- <em> University of Washington </em><br/> <a href="https://www.pldi21.org/home.html">PLDI 2021 </a><br/> Tile of Submission: <a href="/binaries/content/assets/src/2022/yihong-zhang.pdf">Towards a Relational E-graph</a></p> <p><strong>Xi Jiang </strong>- <em> Colgate University </em><br/> <a href="https://conferences.sigcomm.org/sigcomm/2021/">SIGCOMM 2021 </a><br/> Tile of Submission: <a href="/binaries/content/assets/src/2022/xi-jiang.pdf">Non-interoperability Detection for Routing Protocol Implementations</a></p> <p><strong>Chen Yang </strong>- <em> Tianjin University </em><br/> <a href="https://2021.esec-fse.org/">ESEC/FSE 2021</a><br/> Tile of Submission: <a href="/binaries/content/assets/src/2022/chen-yang.pdf">Accelerating Redundancy-Based Program Repair via Code Representation Learning and Adaptive Patch Filtering</a></p> <p><strong>Seongyeon Park </strong>- <em> Yonsei University </em><br/> <a href="http:am//pact21.snu.ac.kr/">PACT 2021 </a><br/> Tile of Submission: GPU Accelerated Long-read Sequence Alignment</p> <p><strong>Serafina Kamp </strong>- <em> University of Michigan </em><br/> <a href="https://ghc.anitab.org/">GRACE HOPPER 2021 </a><br/> Tile of Submission: <a href="/binaries/content/assets/src/2022/serafina-kamp.pdf">Robustness of Fairness in Machine Learning</a></p> <p><strong>Hannah Goodsell </strong>- <em> Worcester Polytechnic Institute </em><br/> <a href="https://sigdoc.acm.org/conference/2021/">SIGDOC 2021 </a><br/> Tile of Submission: A Jersey for Helmutt: A Videogame Designed to Communicate with Audiences</p> <p><strong>Shixin Song </strong>- <em> University Of Michigan </em><br/> <a href="https://www.sigmicro.org/">SIGMICRO 2021 </a><br/> Tile of Submission: HWC: Profile-Guided BTB Replacement for Data Center Applications</p> <p><strong>Hwei-Shin Harriman </strong>- <em> Olin College of Engineering </em><br/> <a href="https://2021.splashcon.org/">SPLASH 2021 </a><br/> Tile of Submission: Edgeworth: Authoring Diagrammatic Math Problems Using Program Mutation</p> <p><strong>Zizheng Guo </strong>- <em> Peking University </em><br/> <a href="https://iccad.com/">ICCAD 2021 </a><br/> Tile of Submission: <a href="/binaries/content/assets/src/2022/zizheng-guo.pdf">Heterogeneous Timing Estimation, Optimization, and Verification for VLSI Circuit Design Automation</a></p> <p><strong>Yuankan Jiao </strong>- <em> Huazhong Agricultural University </em><br/> <a href="https://sigspatial2021.sigspatial.org/">SIGSPATIAL 2021 </a><br/> Tile of Submission: Incorporating Geographic Information for Building a Location-based Recommendation System</p> <p><strong>Ayah Ahmad </strong>- <em> University of California, Berkeley </em><br/> <a href="https://sc21.supercomputing.org/">SC 2021 </a><br/> Tile of Submission: Datastore Design for Analysis of Police Broadcast Audio at Scale</p> <p><strong>Karthik Shaji </strong>- <em> "Georgia Institute of Technology" </em><br/> <a href="http://isoft.acm.org/isec2022/">ISEC 2022 </a><br/> Tile of Submission: Using Ant Colony Optimization to Route a Team of UAVs to Fires Based on Known Fire Intensities</p> <p><strong>Alia Alramahi </strong>- <em> Benedictine University </em><br/> <a href="https://sigcse2022.sigcse.org/">SIGCSE 2022 </a><br/> Tile of Submission: Using LSTM Networks for Multiparameter Physiological Signal Reconstruction to Reduce Training Time</p> <p> </p></div> </div> <div class="columns large-4 medium-4 small-12"> <div class="custom-content"> <h3 id="h-2022-grand-finals-judges">2022 Grand Finals Judges</h3> <p>Dr. Laurie Williams - <em>North Caroloina State University</em><br/> Douglas Baldwin - <em>SUNY Geneseo</em><br/> Aarathi Prasad - <i>Skidmore College</i><br/> Adrienne Decker - <i>University at Buffalo</i><br/> Adwait Jog - <em>William and Mary</em><br/> Alejandro Valero - <em>Universidad de Zaragoza</em><br/> Balaji Ganesan- <i>IBM</i><br/> Bei Yu- <i>The Chinese University of Hong Kong</i><br/> Bonita Sharif - <em>University of Nebraska - Lincoln</em><br/> Boyana Norris - <em>University of Oregon</em><br/> Carlee Joe Wong - <em>Carnegie Mellon University</em><br/> Caterina Urban - <em>INRIA Research</em><br/> Christine Gerveshi - <em>Intel(retired)</em><br/> Chunyang Chen - <em>Monash University</em><br/> Dimitrios Koutsonikolas- <em>Northeastern University </em><br/> Dr. Jesús Alastruey-Benedé- <em>Universidad de Zaragoza </em><br/> Dr. Juan J. 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