Artifacts play a vital role in Software Engineering research and constitute, according to ACM’s Artifact Review and Badging policy, a “digital object that was either created by the authors to be used as part of the study or generated by the experiment itself.” Artifacts can be software systems, scripts used to run experiments, input datasets, raw data collected in the experiment, or scripts used to analyze results. High quality artifacts of published research papers increase the likelihood that results can be independently replicated and reproduced by other researchers.
In this spirit, the artifacts track aims to review, promote, share, and catalog the research artifacts of accepted software engineering papers. Authors of the papers accepted to the Technical Track can submit an artifact for evaluation as a candidate reusable, available, replicated or reproduced artifact. As previous year, authors of any prior SE work (published at ICSE or elsewhere) are also invited to submit an artifact for evaluation as a candidate replicated or reproduced artifact. The top two artifacts selected by the program committee will be awarded the best artifact awards.
Accepted Research Artifacts
Call For Artifact Submissions
Authors of papers accepted to the 2021 Technical/SEIP/NIER/SEET/SEIS Track are invited to submit artifacts associated with those papers to the ICSE Artifact Track for evaluation as candidate reusable, available, replicated or reproduced artifacts. Authors of any prior Software Engineering work (published at ICSE or elsewhere) are also eligible (and invited) to submit an artifact for evaluation as a candidate reusable, available, replicated or reproduced artifact. If those artifact(s) are accepted, they will each receive one (and only one) of the badges below on the front page of the authors’ paper and in the proceedings.
In addition, authors of any prior SE research work (published at ICSE or elsewhere) are invited to submit an artifact to the ICSE Artifact Track for evaluation as a candidate replicated or reproduced artifact. Those badges indicate that the original work has been independently (externally) replicated or reproduced by authors other than those of the original work and will be assigned digitally in retrospect (if supported by the respective publisher). If the artifact is accepted:
- Authors will be invited to give lightning talks on this work at ICSE’21
- We will do our best to work with the IEEE Xplore and ACM Portal administrator to add badges to the electronic versions of the authors’ paper(s).
Functional | Reusable Open to ICSE 21 submissions only | Available Open to ICSE 21 submissions only | Replicated Open to any submission | Reproduced Open to any submission |
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No Badge | ||||
Artifacts documented, consistent, complete, exercisable, and include appropriate evidence of verification and validation | Functional + very carefully documented and well-structured to the extent that reuse and repurposing is facilitated. In particular, norms and standards of the research community for artifacts of this type are strictly adhered to. | Reusable + placed on a publicly accessible archival repository. A DOI or link to this repository along with a unique identifier for the object is provided. | Available + main results of the paper have been obtained in a subsequent study by a person or team other than the authors, using, in part, artifacts provided by the author. | Available + the main results of the paper have been independently obtained in a subsequent study by a person or team other than the authors, without the use of author-supplied artifacts. |
All accepted abstracts documenting the artifacts will be further published in the ICSE 2021 proceedings as a further form of recognition.
In principle, papers with badges from the artifact evaluation track contain reusable products that other researchers can use to bootstrap their own research. Experience shows that such papers earn increased citations and greater prestige in the research community. Artifacts of interest include (but are not limited to) the following:
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Software, which are implementations of systems or algorithms potentially useful in other studies.
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Data repositories, which are data (e.g., logging data, system traces, survey raw data) that can be used for multiple software engineering approaches.
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Frameworks, which are tools and services illustrating new approaches to software engineering that could be used by other researchers in different contexts.
This list is not exhaustive, so the authors are asked to email the chairs before submitting if their proposed artifact is not on this list. Further information on data sharing principles and approaches are further introduced along an introduction of the general notion of open science in the book chapter Open Science in Software Engineering: https://arxiv.org/abs/1904.06499
Important Dates
Artifacts Evaluation Pre-submission Registration Deadline: 15 January 2021 (mandatory)
Artifact Evaluation Submissions Deadline: 22 January 2021
Artifact Evaluation Acceptance Notification: 24 February 2021
Best Artifact Awards
There will be two ICSE 2021 Best Artifact Awards to recognize the effort of authors creating and sharing outstanding research artifacts.
Submission Instructions and Reviewing Guidelines
Submission instructions and reviewing guidelines can both be taken from the Submission and Reviewing Guidelines. This document details the submission process, the expected contents of the artifacts as well as the expected criteria to merit awarding the respective badges in the hope to increase the transparency for both authors and reviewers.
It is important that authors submitting to this track carefully read the guidelines prior to their submission.
In the following, we briefly summarize key aspects of the submission process in dependency of the envisioned badge. For details, please refer to the provided guidelines.
Submission Process Overview
In principle, authors are expected to submit through EasyChair their artifact documentation. This documentation distinguishes two basic types of information - captured in one central research abstract (two pages max) - depending on the envisioned badge:
- Replicated and Reproduced where the emphasis lies on providing information about how their already published research has been replicated or reproduced as well as links to further material (e.g. the papers and artifacts in question). Note that we encourage submissions for those badges also to nominate other authors (e.g., when authors having reproduced study results want to nominate authors of the original study being replicated/reproduced).
- Reusable and Available where the emphasis lies on providing documentation on the research artifact previously prepared and archived. Here, the authors need to write and submit a documentation explaining how to obtain the artifact package, how to unpack the artifact, how to get started, and how to use the artifacts in more detail. The submission must only describe the technicalities of the artifacts and uses of the artifact that are not already described in the paper.
Note that if the authors are aiming for the badges Available and beyond, the artifact needs to be publicly accessible at the time of submission. This means that the EasyChair submission should include the research abstract only providing links to the repositories where the artifact is permanently stored and available. Submitting artifacts themselves through EasyChair without making them publicly accessible (through a repository or an archival service) will not be sufficient for any further badge. In the case of authors applying for the badge Reusable, the artifacts do not necessarily have to be publicly accessible for the review process. In this very case, the authors are asked to provide either a private link / password-protected link to a repository or they may submit the artifact directly through EasyChair (in a zip file) and it should become clear which steps are necessary for authors who would like to reuse the artifact.
Details on the research artifacts themselves are provided next.
Submission for Replicated and Reproduced Badges
For “replicated” and “reproduced” badges, authors will need to offer appropriate documentation that their artifacts have reached that stage.
By January 15, 2021 register your research artifact at the ICSE EasyChair site by submitting a two pages (max) abstract in PDF format describing your artifact.
The abstract should include the paper title, the purpose of the research artifact, the badge(s) you are claiming, and the technology skills assumed by the reviewer evaluating the artifact. Please also mention if running your artifact requires specific Operating Systems or other environments.
- TITLE: A (Partial)? (Replication|Reproduction) of XYZ . Please add the term partial to your title if only some of the original work could be replicated/reproduced.
- WHO: name the original authors (and paper) and the authors that performed the replication/reproduction. Include contact information and mark one author as the corresponding author.
IMPORTANT : include also a web link to a publically available URL directory containing (a) the original paper (that is being reproduced) and (b) any subsequent paper(s)/documents/reports that do the reproduction.
- WHAT: describe the “thing” being replicated/reproduced;
- WHY: clearly state why that “thing” is interesting/important;
- HOW: say how it was done first;
- WHERE: describe the replication/reproduction. If the replication/reproduction was only partial, then explain what parts could be achieved or had to be missed.
- DISCUSSION (if applicable): What aspects of this “thing” made it easier/harder to replicate/reproduce. What are the lessons learned from this work that would enable more replication/reproduction in the future for other kinds of tasks or other kinds of research.
Two PC members will review each abstract, possibly reaching out to the authors of the abstract or original paper. Abstracts will be ranked as follows.
- If PC members do not find sufficient substantive evidence for replication/reproduction, the abstract will be rejected.
- Any abstract that is judged to be unnecessarily critical towards others in the research community will be rejected (*).
- The remaining abstracts will be sorted according to (a) how interesting they are to the community and (b) their correctness.
- The top ranked abstracts will be invited to give lightning talks.
(*) Please note that our goal is to foster a positive environment that supports and rewards researchers for conducting replications and reproductions. To that end, it is important to encourage an atmosphere where presentations pay due respect to both work that is being reproduced/replicated and reproductions/replications. Criticism of other work related to the reproduction/replication is acceptable only as part of a balanced and substantive discussion of prior accomplishments.
Submission for Reusable and Available Badges
Only authors of papers accepted to the 2021Technical/SEIP/NIER/SEET/SEIS Track can submit candidate reusable or available artifacts.
By January 15, 2021 register your research artifact at the ICSE EasyChair site by submitting a two pages (max) abstract in PDF format describing your artifact.
For the reusable and available badges, authors must offer “download information” showing how reviewers can access and execute (if appropriate) their artifact.
Authors must perform the following steps to submit an artifact:
- Preparing the artifact
- Making the artifact publicly available (by using repositories granting public access)
- Documenting the artifact
- Submitting the artifact
1. Preparing the Artifact
There are two options depending on the nature of the artifacts: Installation Package or Simple Package. In both cases, the configuration and installation for the artifact should take less than 30 minutes. Otherwise, the artifact is unlikely to be endorsed simply because the committee will not have sufficient time to evaluate it.
Installation Package. If the artifact consists of a tool or software system, then the authors need to prepare an installation package so that the tool can be installed and run in the evaluator’s environment. Provide enough associated instruction, code, and data such that some CS person with a reasonable knowledge of scripting, build tools, etc. could install, build, and run the code. If the artifact contains or requires the use of a special tool or any other non-trivial piece of software the authors must provide a VirtualBox VM image or a Docker container image with a working environment containing the artifact and all the necessary tools.
We expect that the artifacts have been vetted on a clean machine before submission.
Simple Package. If the artifact only contains documents which can be used with a simple text editor, a PDF viewer, or some other common tool (e.g., a spreadsheet program in its basic configuration) the authors can just save all documents in a single package file (zip or tar.gz).
2. Making the Artifact Available
The authors need to make the packaged artifact (installation package or simple package) available so that the Evaluation Committee can access it. We suggest a link to a public repository (e.g., GitHub) or to a single archive file in a widely available archive format.
If the authors are aiming for the badges “available” and beyond, the artifact needs to be publicly accessible. In other cases, the artifacts do not necessarily have to be publicly accessible for the review process. In this case, the authors are asked to provide a private link or a password-protected link. In any case, we encourage the authors to use permanent repositories dedidated at data sharing where no registration is necessary for those accessing the artifacts (e.g., please avoid using services such as GoogleDrive).
3. Documenting the Artifact
The authors need to write and submit a documentation explaining how to obtain the artifact package, how to unpack the artifact, how to get started, and how to use the artifacts in more detail. The artifact submission must only describe the technicalities of the artifacts and uses of the artifact that are not already described in the paper.
The submission should contain the following documents (in plain text or pdf format) in a zip archive:
- A README main file describing what the artifact does and where it can be obtained (with hidden links and access password if necessary). Also, there should be a clear description how to repeat/replicate/reproduce the results presented in the paper. Artifacts which focus on data should, in principle, cover aspects relevant to understand the context, data provenance, ethical and legal statements (as long as relevant), and storage requirements. Artifacts which focus on software should, in principle, cover aspects relevant to how to install and use it (and be accompanied by a small example).
- A REQUIREMENTS file for artifacts which focus on software. This file should, in principle, cover aspects of hardware environment requirements (e.g., performance, storage or non-commodity peripherals) and software environments (e.g., Docker, VM, and operating system) but also, if relevant, a requirements.txt with explicit versioning information (e.g. for Python-only environments). Any deviation from standard environments needs to be reasonably justified.
- A STATUS file stating what kind of badge(s) the authors are applying for as well as the reasons why the authors believe that the artifact deserves that badge(s).
- A LICENSE file describing the distribution rights. Note that to score “available” or higher, then that license needs to be some form of open source license. Details also under the respective badges and the ICSE 2021 open science policy.
- An INSTALL file with installation instructions. These instructions should include notes illustrating a very basic usage example or a method to test the installation. This could be, for instance, on what output to expect that confirms that the code is installed and working; and the code is doing something interesting and useful.
- A copy of the accepted paper in pdf format.
4. Submitting the Artifact
By January 15, 2021 register your research artifact at the ICSE EasyChair site by submitting an abstract describing your artifact. The abstract should include the paper title, the purpose of the research artifact, the badge(s) you are claiming, and the technology skills assumed by the reviewer evaluating the artifact. Please also mention if running your artifact requires specific Operation Systems or other environments.
By January 22, 2021 complete your submission by making sure that all the content related to the actual artifact is available.
The Evaluation Committee may contact the authors within the Rebuttal Period to request clarifications on the basic installation and start-up procedures or to resolve simple installation problems. Information on the rebuttal phase are provided in the Submission and Reviewing Guidelines. Instructions will further be sent to the authors (and reviewers) along the reviewing process.
Given the short review time available, the authors are expected to respond within a 48-hour period. Authors may update their research artifact after submission only for changes requested by reviewers in the rebuttal phase. Author submitting an open source repository link, are expected to give a tag to time-stamp your submission.
Finally, further information will be constantly made available on the website https://conf.researchr.org/track/icse-2021/icse-2021-Artifact-Evaluation.
In case of questions, please do not hesitate contacting the chairs.
Looking forward to welcome you soon!
Silvia Abrahão, Daniel Mendez
Results (244)
Sallam AbualhaijaAbualhaija, Sallam University of LuxembourgLuxembourg |
Bram AdamsAdams, Bram Queens University |
Nazareno AguirreAguirre, Nazareno University of Rio Cuarto and CONICET, Argentina |
Sumaya AlmaneeAlmanee, Sumaya University of California, IrvineUnited States |
Abdulrahman AlshammariAlshammari, Abdulrahman George Mason UniversityUnited States |
Reem S. AlsuhaibaniAlsuhaibani, Reem S. Kent State UniversityUnited States |
Seungmin AnAn, Seungmin KAISTSouth Korea |
Sven ApelApel, Sven Saarland UniversityGermany |
Luca ArditoArdito, Luca Politecnico di TorinoItaly |
Chetan AroraArora, Chetan Deakin UniversityAustralia |
Vaggelis AtlidakisAtlidakis, Vaggelis Columbia UniversityGreece |
Hamid BagheriBagheri, Hamid University of Nebraska-Lincoln |
Teodora BalutaBaluta, Teodora National University of SingaporeSingapore |
Qinkun BaoBao, Qinkun The Pennsylvania State University |
Sébastien BardinBardin, Sébastien CEA LIST, University Paris-Saclay, FranceFrance |
Alexandre BartelBartel, Alexandre University of Luxembourg |
Jonathan BellBell, Jonathan Northeastern UniversityUnited States |
Carlos Bernal-CárdenasBernal-Cárdenas, Carlos MicrosoftUnited States |
Domenico BianculliBianculli, Domenico University of LuxembourgLuxembourg |
Tegawendé F. BissyandéBissyandé, Tegawendé F. SnT, University of LuxembourgLuxembourg |
Richard BonichonBonichon, Richard Tweag I/O, Paris, France |
Amiangshu BosuBosu, Amiangshu Wayne State University |
Nick BradleyBradley, Nick University of British ColumbiaCanada |
Larissa BrazBraz, Larissa University of Zurich |
Andre BrechmannBrechmann, Andre |
Lionel BriandBriand, Lionel University of Luxembourg and University of Ottawa |
Simón Gutiérrez BridaBrida, Simón Gutiérrez University of Rio Cuarto and CONICET, ArgentinaArgentina |
Lola BurgueñoBurgueño, Lola Open University of CataloniaSpain |
Seyit CamtepeCamtepe, Seyit CSIRO Data61Australia |
Gemma CatolinoCatolino, Gemma Tilburg University & Jheronimus Academy of Data ScienceNetherlands |
Stefanos ChaliasosChaliasos, Stefanos Athens University of Economics and BusinessGreece |
Oscar ChaparroChaparro, Oscar College of William & MaryUnited States |
Jiachi ChenChen, Jiachi Monash University |
Junjie ChenChen, Junjie College of Intelligence and Computing, Tianjin University |
Shaiful Alam ChowdhuryChowdhury, Shaiful Alam University of British Columbia |
Zheng Leong ChuaChua, Zheng Leong Independent ResearcherSingapore |
Federico CiccozziCiccozzi, Federico Malardalen UniversitySweden |
Michael L. CollardCollard, Michael L. The University of AkronUnited States |
Nathan CooperCooper, Nathan William & MaryUnited States |
Jose Luis de la Varade la Vara, Jose Luis Universidad de Castilla - La ManchaSpain |
Michael J. DeckerDecker, Michael J. Bowling Green State UniversityUnited States |
Tapajit DeyDey, Tapajit Lero - The Irish Software Research Centre and University of LimerickIreland |
Davide Di RuscioDi Ruscio, Davide University of L'AquilaItaly |
Swaroopa DolaDola, Swaroopa University of VirginiaUnited States |
Wei DongDong, Wei National University of Defense TechnologyChina |
Xuyuan DongDong, Xuyuan Information and Network Center,Tianjin UniversityChina |
Michael DornerDorner, Michael Blekinge Institute of TechnologySweden |
Matthew B DwyerDwyer, Matthew B University of VirginiaUnited States |
Sebastian ElbaumElbaum, Sebastian University of Virginia |
Emelie EngstromEngstrom, Emelie Lund UniversitySweden |
Huseyin ErginErgin, Huseyin Ball State UniversityUnited States |
Michael D. ErnstErnst, Michael D. UW CSEUnited States |
Saad EzziniEzzini, Saad University of LuxembourgLuxembourg |
Yang FengFeng, Yang State Key Laboratory for Novel Software Technology, Nanjing UniversityChina |
Alessio FerrariFerrari, Alessio CNR-ISTIItaly |
Denae FordFord, Denae Microsoft ResearchUnited States |
Armstrong FoundjemFoundjem, Armstrong Queens UniversityCanada |
Enrico FregnanFregnan, Enrico University of ZurichSwitzerland |
Marcelo F. FriasFrias, Marcelo F. Dept. of Software Engineering Instituto Tecnológico de Buenos AiresArgentina |
Javier Gonzalez HuertaGonzalez Huerta, Javier Blekinge Institute of Technology |
Rahul GopinathGopinath, Rahul CISPA Helmholtz Center for Information SecurityGermany |
Sampath GrandhiGrandhi, Sampath University of Texas at DallasUnited States |
Felix GrundGrund, Felix University of British ColumbiaCanada |
Tianxiao GuGu, Tianxiao Alibaba GroupChina |
Giovani GuizzoGuizzo, Giovani University College LondonUnited Kingdom |
Avyakt GuptaGupta, Avyakt IIIT-DelhiIndia |
Abel GómezGómez, Abel Universitat Oberta de CatalunyaSpain |
Mengqi HanHan, Mengqi Nanjing University of Science & TechnologyChina |
Rui HaoHao, Rui State Key Laboratory for Novel Software Technology Nanjing University |
Mark HarmanHarman, Mark University College London |
Hideaki HataHata, Hideaki Shinshu UniversityJapan |
Haochen HeHe, Haochen National University of Defense Technology |
Xincheng HeHe, Xincheng State Key Laboratory for Novel Software Technology, Nanjing UniversityChina |
Tim A. D. HendersonHenderson, Tim A. D. GoogleUnited States |
Jordan HenkelHenkel, Jordan University of Wisconsin--MadisonUnited States |
Kim HerzigHerzig, Kim Tools for Software Engineers, Microsoft |
Michael HiltonHilton, Michael Carnegie Mellon University, USAUnited States |
Henry HoffmannHoffmann, Henry University of ChicagoUnited States |
Reid HolmesHolmes, Reid University of British ColumbiaCanada |
Jeff HuangHuang, Jeff Texas A&M UniversityUnited States |
Sungjae HwangHwang, Sungjae KAISTSouth Korea |
Yanyan JiangJiang, Yanyan Nanjing UniversityChina |
Xianhao JinJin, Xianhao Virginia Tech |
An JuJu, An University of California, Berkeley |
Deepanshu KaushalKaushal, Deepanshu IIIT-DelhiIndia |
Scot KellyKelly, Scot MicrosoftUnited States |
Gyeongwon KimKim, Gyeongwon KAISTSouth Korea |
Jihoon KimKim, Jihoon KAISTSouth Korea |
Jacques KleinKlein, Jacques University of LuxembourgLuxembourg |
Sylwia KopczyńskaKopczyńska, Sylwia Poznan University of TechnologyPoland |
Johannes KroßKroß, Johannes fortissGermany |
Yigit KucukKucuk, Yigit Case Western Reserve UniversityUnited States |
Raula Gaikovina KulaKula, Raula Gaikovina NAISTJapan |
Claire Le GouesLe Goues, Claire Carnegie Mellon UniversityUnited States |
Sungho LeeLee, Sungho KAISTSouth Korea |
Owolabi LegunsenLegunsen, Owolabi Cornell University |
Matthieu LemerreLemerre, Matthieu CEA LIST, University Paris-Saclay, FranceFrance |
Li LiLi, Li Monash UniversityAustralia |
Shanshan LiLi, Shanshan National University of Defense Technology |
Grischa LiebelLiebel, Grischa Reykjavik UniversityIceland |
Shicheng LiuLiu, Shicheng University of ChicagoUnited States |
David LoLo, David Singapore Management UniversitySingapore |
Panos LouridasLouridas, Panos Athens University of Economics and BusinessGreece |
Shan LuLu, Shan University of ChicagoUnited States |
Xiapu LuoLuo, Xiapu The Hong Kong Polytechnic University |
Ines LynceLynce, Ines INESC-ID/IST, Universidade de LisboaPortugal |
Michael MaireMaire, Michael University of ChicagoUnited States |
Amir MakhshariMakhshari, Amir University of British Columbia (UBC)Canada |
Jonathan I. MaleticMaletic, Jonathan I. Kent State UniversityUnited States |
Mahdi ManeshManesh, Mahdi Porsche Digital GmbHGermany |
Vasco ManquinhoManquinho, Vasco INESC-ID/IST, Universidade de LisboaPortugal |
Shahar MaozMaoz, Shahar Tel Aviv University, IsraelIsrael |
Ruben MartinsMartins, Ruben Carnegie Mellon UniversityUnited States |
Kuldeep S. MeelMeel, Kuldeep S. National University of SingaporeSingapore |
Daniel MendezMendez, Daniel Blekinge Institute of TechnologySweden |
Claudio MenghiMenghi, Claudio University of LuxembourgLuxembourg |
Ali MesbahMesbah, Ali University of British Columbia (UBC)Canada |
Courtney MillerMiller, Courtney New College of FloridaUnited States |
Suzanne MillsteinMillstein, Suzanne University of WashingtonUnited States |
Leandro MinkuMinku, Leandro |
Dimitris MitropoulosMitropoulos, Dimitris National and Kapodistrian University of AthensGreece |
Audris MockusMockus, Audris |
Facundo MolinaMolina, Facundo University of Rio Cuarto and CONICET, ArgentinaArgentina |
Martin MonperrusMonperrus, Martin KTH Royal Institute of TechnologySweden |
Lloyd MontgomeryMontgomery, Lloyd Universität HamburgGermany |
Kevin MoranMoran, Kevin George Mason UniversityUnited States |
Christopher MorrisMorris, Christopher Carnegie Mellon UniversityUnited States |
Sébastien MosserMosser, Sébastien Université du Québec à MontréalCanada |
Laurent MounierMounier, Laurent Univ. Grenoble Alpes. VERIMAG, Grenoble, FranceFrance |
Rashmi MudduluruMudduluru, Rashmi University of WashingtonUnited States |
Anders MøllerMøller, Anders Aarhus UniversityDenmark |
Hamed NematiNemati, Hamed CISPA Helmholtz Center for Information SecurityGermany |
Christian D. NewmanNewman, Christian D. Rochester Institute of TechnologyUnited States |
KimHao NguyenNguyen, KimHao University of Nebraska-LincolnUnited States |
ThanhVu NguyenNguyen, ThanhVu University of Nebraska, LincolnUnited States |
Ansong NiNi, Ansong Yale University |
Benjamin Barslev NielsenNielsen, Benjamin Barslev Aarhus UniversityDenmark |
Jihyeok ParkPark, Jihyeok KAISTSouth Korea |
Chris ParninParnin, Chris North Carolina State University |
Rajshakhar PaulPaul, Rajshakhar Wayne State UniversityUnited States |
Mathias PayerPayer, Mathias EPFLSwitzerland |
Norman PeitekPeitek, Norman Leibniz Institute for NeurobiologyGermany |
Justyna PetkePetke, Justyna University College LondonUnited Kingdom |
Andy PodgurskiPodgurski, Andy Case Western Reserve UniversityUnited States |
Pablo PonzioPonzio, Pablo Dept. of Computer Science FCEFQyN, University of Rio CuartoArgentina |
Denys PoshyvanykPoshyvanyk, Denys College of William & MaryUnited States |
Marie-Laure PotetPotet, Marie-Laure Univ. Grenoble Alpes. VERIMAG, Grenoble, FranceFrance |
Rahul PurandarePurandare, Rahul IIIT-DelhiIndia |
Salil PurandarePurandare, Salil IIIT-DelhiIndia |
Daniel RamosRamos, Daniel Carnegie Mellon University |
Ankit RanaRana, Ankit IIIT-DelhiIndia |
Damith C. RanasingheRanasinghe, Damith C. The University of AdelaideAustralia |
Istvan RathRath, Istvan |
Frédéric RecoulesRecoules, Frédéric CEA, ListFrance |
Germán RegisRegis, Germán University of Rio Cuarto, ArgentinaArgentina |
Thomas RepsReps, Thomas University of Wisconsin--MadisonUnited States |
Paige RodegheroRodeghero, Paige Clemson UniversityUnited States |
Alan RomanoRomano, Alan University at BuffaloUnited States |
Sukyoung RyuRyu, Sukyoung KAISTSouth Korea |
Hitesh SajnaniSajnani, Hitesh |
Vitalis SalisSalis, Vitalis Athens University of Economics and Business, National and Technical University of AthensGreece |
Jordan SamhiSamhi, Jordan University of LuxembourgLuxembourg |
Julio SandobalínSandobalín, Julio Escuela Politénica NacionalEcuador |
Federica SarroSarro, Federica University College LondonUnited Kingdom |
Prateek SaxenaSaxena, Prateek National University of SingaporeSingapore |
Ezequiell ScottScott, Ezequiell |
Alexander SerebrenikSerebrenik, Alexander Eindhoven University of TechnologyNetherlands |
Francisco ServantServant, Francisco Virginia TechUnited States |
Rafi ShalomShalom, Rafi Tel Aviv University, IsraelIsrael |
David ShriverShriver, David University of VirginiaUnited States |
Janet SiegmundSiegmund, Janet Chemnitz University of TechnologyGermany |
Norbert SiegmundSiegmund, Norbert Leipzig University |
Carla SilvaSilva, Carla Universidade Federal de PernambucoBrazil |
Denini SilvaSilva, Denini Federal University of PernambucoBrazil |
Mary Lou SoffaSoffa, Mary Lou University of VirginiaUnited States |
Devika SondhiSondhi, Devika IIIT-DelhiIndia |
Wei SongSong, Wei Nanjing University of Science & TechnologyChina |
Zihe SongSong, Zihe University of Texas at DallasUnited States |
Thodoris SotiropoulosSotiropoulos, Thodoris Athens University of Economics and BusinessGreece |
Isabel Sofia Sousa BritoSousa Brito, Isabel Sofia Instituto Politécnico de BejaPortugal |
Diomidis SpinellisSpinellis, Diomidis Athens University of Economics and Business & TU DelftGreece |
Matthew StephanStephan, Matthew Miami UniversityUnited States |
Margaret-Anne StoreyStorey, Margaret-Anne University of VictoriaCanada |
Harald StörrleStörrle, Harald QAware GmbH |
Ruoxi SunSun, Ruoxi The University of AdelaideAustralia |
Jesús Sánchez CuadradoSánchez Cuadrado, Jesús |
Leopoldo TeixeiraTeixeira, Leopoldo Federal University of PernambucoBrazil |
Martin Toldam TorpTorp, Martin Toldam Aarhus UniversityDenmark |
Christoph TreudeTreude, Christoph University of AdelaideAustralia |
Asif Kamal TurzoTurzo, Asif Kamal Wayne State UniversityUnited States |
Gareth TysonTyson, Gareth Queen Mary University of LondonUnited Kingdom |
Andreas VogelsangVogelsang, Andreas University of CologneGermany |
Chengcheng WanWan, Chengcheng University of ChicagoUnited States |
Zhiyuan WanWan, Zhiyuan Zhejiang UniversityChina |
Shuai WangWang, Shuai Hong Kong University of Science and Technology |
Wei (Zach) WangWang, Wei (Zach) The University of AdelaideAustralia |
Weihang WangWang, Weihang University at Buffalo, SUNYUnited States |
Weijing WangWang, Weijing College of Intelligence and Computing, Tianjin University |
Zan WangWang, Zan College of Intelligence and Computing, Tianjin UniversityChina |
Zihao WangWang, Zihao The Pennsylvania State University |
Max WeberWeber, Max Leipzig UniversityGermany |
Dinghao WuWu, Dinghao The Pennsylvania State University |
Baowen XuXu, Baowen Nanjing UniversityChina |
Chang XuXu, Chang Nanjing UniversityChina |
Lei XuXu, Lei State Key Laboratory for Novel Software Technology, Nanjing University |
Tianyin XuXu, Tianyin University of Illinois Urbana-Champaign |
Minhui (Jason) XueXue, Minhui (Jason) The University of AdelaideAustralia |
Lin YangYang, Lin College of Intelligence and Computing, Tianjin University |
Wei YangYang, Wei University of Texas at DallasUnited States |
Xiaohu YangYang, Xiaohu Zhejiang University |
Dongjun YounYoun, Dongjun KAIST |
Andreas ZellerZeller, Andreas CISPA Helmholtz Center for Information SecurityGermany |
Man ZhangZhang, Man Kristiania University College, Norway |
Wenbin ZhangZhang, Wenbin Information and Network Center,Tianjin UniversityChina |
Xiangyu ZhangZhang, Xiangyu Purdue UniversityUnited States |
Yuanliang ZhangZhang, Yuanliang National University of Defense TechnologyChina |
Zelin ZhaoZhao, Zelin Nanjing UniversityChina |
Guolong ZhengZheng, Guolong University of Nebraska LincolnUnited States |
Thomas ZimmermannZimmermann, Thomas Microsoft ResearchUnited States |
Steffen ZschalerZschaler, Steffen King's College LondonUnited Kingdom |