Computer Science

Research output

Research output per year 1978 2007 2010 2012 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023

• 45047 Citations
• 87 h-index
• 1047 Article
• 777 Conference contribution
• 90 Conference article
• 83 Chapter
• 139 More
  • 51 Editorial
  • 41 Paper
  • 21 Review article
  • 13 Book
  • 8 Comment/debate
  • 5 Foreword/postscript

Research output per year

Research output per year

Search results

• 2022

  SpecPart: A supervised spectral framework for hypergraph partitioning solution improvement

  Bustany, I., Kahng, A. B., Koutis, I., Pramanik, B. & Wang, Z., Oct 30 2022, Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2022. Institute of Electrical and Electronics Engineers Inc., 13. (IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Inductive logic programming (ILP) 100%
  • Coarsening 91%
  • Embeddings (Algorithms) 91%

• Targeted Deanonymization via the Cache Side Channel: Attacks and Defenses

  Zaheri, M., Oren, Y. & Curtmola, R., 2022, Proceedings of the 31st USENIX Security Symposium, Security 2022. USENIX Association, p. 1505-1523 19 p. (Proceedings of the 31st USENIX Security Symposium, Security 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Side channel attack 100%
  • Websites 69%
  • Computer operating systems 30%
  • Electronic mail 29%
  • Application programs 24%

• Towards Efficient FHE Based cPIR Schemes and Their Parameter Selection

  Yakupoglu, C. & Rohloff, K., Aug 23 2022, Proceedings of the 17th International Conference on Availability, Reliability and Security, ARES 2022. Association for Computing Machinery, 136. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Cryptography 100%
  • Network protocols 82%
  • Information retrieval 44%
  • Servers 22%
  • Costs 17%

• TVSHOWGUESS: Character Comprehension in Stories as Speaker Guessing

  Sang, Y., Mou, X., Yu, M., Yao, S., Li, J. & Stanton, J., 2022, NAACL 2022 - 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 4267-4287 21 p. (NAACL 2022 - 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Data storage equipment 100%
  • Experiments 58%
  1 Scopus citations

• Unsupervised Anomaly Detection in Traffic Surveillance Based on Global Foreground Modeling

  Shi, H., Ghahremannezhad, H. & Liu, C., 2022, IST 2022 - IEEE International Conference on Imaging Systems and Techniques, Proceedings. Institute of Electrical and Electronics Engineers Inc., (IST 2022 - IEEE International Conference on Imaging Systems and Techniques, Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Anomaly detection 100%
  • Masks 90%
  • Noise 7%
  3 Scopus citations
• 2021

  Algebraic-datatype taint tracking, with applications to understanding Android identifier leaks

  Rahaman, S., Neamtiu, I. & Yin, X., Aug 20 2021, ESEC/FSE 2021 - Proceedings of the 29th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering. Spinellis, D. (ed.). Association for Computing Machinery, Inc, p. 70-82 13 p. (ESEC/FSE 2021 - Proceedings of the 29th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Application programs 100%
  • Computer hardware 25%
  • Static analysis 23%

• A massively parallel approach to automated software correctness enhancement in java

  Zakharchenko, A., Khaireddine, B. & Mili, A., Sep 8 2021, New Trends in Intelligent Software Methodologies, Tools and Techniques - Proceedings of the 20th International Conference on New Trends in Intelligent Software Methodologies, Tools and Techniques, SoMeT 2021. Fujita, H. & Perez-Meana, H. (eds.). IOS Press BV, p. 141-154 14 p. (Frontiers in Artificial Intelligence and Applications; vol. 337).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Byproducts 100%
  • Software engineering 77%
  • Testing 49%
  • Costs 36%

• A New Online Approach for Moving Cast Shadow Suppression in Traffic Videos

  Ghahremannezhad, H., Shi, H. & Liu, C., Sep 19 2021, 2021 IEEE International Intelligent Transportation Systems Conference, ITSC 2021. Institute of Electrical and Electronics Engineers Inc., p. 3034-3039 6 p. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC; vol. 2021-September).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Pixels 100%
  • Color 63%
  • Gaussian distribution 50%
  • Luminance 42%
  • Physics 38%
  7 Scopus citations

• An Innovative Video Quality Assessment Method and An Impairment Video Dataset

  Shi, H. & Liu, C., 2021, IST 2021 - IEEE International Conference on Imaging Systems and Techniques, Proceedings. Institute of Electrical and Electronics Engineers Inc., (IST 2021 - IEEE International Conference on Imaging Systems and Techniques, Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Quality Assessment 100%
  • Impairment 65%
  • Lighting 33%
  • Computer vision 17%
  • Computer Vision 5%
  3 Scopus citations

• Anomalous Driving Detection for Traffic Surveillance Video Analysis

  Shi, H., Ghahremannezhad, H. & Liu, C., 2021, IST 2021 - IEEE International Conference on Imaging Systems and Techniques, Proceedings. Institute of Electrical and Electronics Engineers Inc., (IST 2021 - IEEE International Conference on Imaging Systems and Techniques, Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Video Surveillance 100%
  • Object tracking 41%
  • Highway accidents 21%
  • Intelligent Transportation Systems 18%
  • Traffic Safety 17%
  6 Scopus citations

• Assume, Capture, Verify, Establish: Ingredients for Scalable Software Analysis

  Mohammadi, H., Ghardallou, W. & Mili, A., 2021, Proceedings - 2021 21st International Conference on Software Quality, Reliability and Security Companion, QRS-C 2021. Institute of Electrical and Electronics Engineers Inc., p. 415-424 10 p. (Proceedings - 2021 21st International Conference on Software Quality, Reliability and Security Companion, QRS-C 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Specifications 100%
  • Engineers 81%
  • Students 57%
  • Software engineering 31%
  • Semantics 26%
  2 Scopus citations

• Automated Diagnosis of Acne and Rosacea using Convolution Neural Networks

  Gerges, F., Shih, F. & Azar, D., Sep 24 2021, AIPR 2021 - 2021 4th International Conference on Artificial Intelligence and Pattern Recognition. Association for Computing Machinery, p. 607-613 7 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Convolution 100%
  • Skin 88%
  • Neural networks 61%
  • Deep learning 22%
  • Testing 13%
  10 Scopus citations

• Bootstrapping in-situ workflow auto-Tuning via combining performance models of component applications

  Shu, T., Guo, Y., Wozniak, J., Ding, X., Foster, I. & Kurc, T., Nov 14 2021, Proceedings of SC 2021: The International Conference for High Performance Computing, Networking, Storage and Analysis: Science and Beyond. IEEE Computer Society, (International Conference for High Performance Computing, Networking, Storage and Analysis, SC).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Tuning 100%
  • Tuners 42%
  • Data transfer 32%
  • Machine learning 23%
  • Costs 12%
  3 Scopus citations

• Compression of Solar Spectroscopic Observations: A Case Study of Mg II k Spectral Line Profiles Observed by NASA's IRIS Satellite

  Sadykov, V. M., Kitiashvili, I. N., Dalda, A. S., Oria, V., Kosovichev, A. G. & Illarionov, E., Jun 28 2021, 2021 International Conference on Content-Based Multimedia Indexing, CBMI 2021. IEEE Computer Society, 9461879. (Proceedings - International Workshop on Content-Based Multimedia Indexing; vol. 2021-June).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • NASA 100%
  • Satellites 83%
  • Linewidth 45%
  • Data compression 39%
  • Sun 36%
  3 Scopus citations

• COPLACE: Effectively Mitigating Cache Conflicts in Modern Clouds

  Shang, X., Jia, W., Shan, J. & Ding, X., 2021, Proceedings - 30th International Conference on Parallel Architectures and Compilation Techniques, PACT 2021. Lee, J. & Cohen, A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 274-288 15 p. (Parallel Architectures and Compilation Techniques - Conference Proceedings, PACT; vol. 2021-September).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Cache 100%
  • Conflict 74%
  • Linux 34%
  • Workload 28%
  • Computer hardware 19%

• Defending Use-After-Free via Relationship Between Memory and Pointer

  Xu, G., Li, M., Li, X., Chen, K., Wang, R., Wang, W., Liang, K., Tang, Q. & Liu, S., 2021, Collaborative Computing: Networking, Applications and Worksharing - 16th EAI International Conference, CollaborateCom 2020, Proceedings. Gao, H., Wang, X., Iqbal, M., Yin, Y., Yin, J. & Gu, N. (eds.). Springer Science and Business Media Deutschland GmbH, p. 583-597 15 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 349).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Static analysis 100%
  • Data storage equipment 97%
  • Dynamic analysis 86%
  • Linux 33%
  • Data structures 26%
  1 Scopus citations

• Detecting, Reporting and Alleviating Racial Biases in Standardized Medical Terminologies and Ontologies

  Geller, J. & Kollapally, N. M., 2021, Proceedings - 2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021. Huang, Y., Kurgan, L., Luo, F., Hu, X. T., Chen, Y., Dougherty, E., Kloczkowski, A. & Li, Y. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 663-667 5 p. (Proceedings - 2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Racism 100%
  • Terminology 76%
  • Ontology 71%
  • Incidents 42%
  • Police 32%

• Diagnosing the Interference on CPU-GPU Synchronization Caused by CPU Sharing in Multi-Tenant GPU Clouds

  Elmougy, Y., Jia, W., Ding, X. & Shan, J., 2021, 2021 IEEE International Performance, Computing, and Communications Conference, IPCCC 2021. Institute of Electrical and Electronics Engineers Inc., (Conference Proceedings of the IEEE International Performance, Computing, and Communications Conference; vol. 2021-October).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Graphics processing unit 100%
  • Program processors 90%
  • Synchronization 85%
  • Virtualization 8%
  • Machine learning 5%
  2 Scopus citations

• Encrypted-Input Obfuscation of Image Classifiers

  Di Crescenzo, G., Bahler, L., Coan, B. A., Rohloff, K., Cousins, D. B. & Polyakov, Y., 2021, Data and Applications Security and Privacy XXXV - 35th Annual IFIP WG 11.3 Conference, DBSec 2021, Proceedings. Barker, K. & Ghazinour, K. (eds.). Springer Science and Business Media Deutschland GmbH, p. 136-156 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12840 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Obfuscation 100%
  • Classifier 75%
  • Attack 67%
  • Classifiers 47%
  • Black Box 28%

• Fair Peer-to-Peer Content Delivery via Blockchain

  He, S., Lu, Y., Tang, Q., Wang, G. & Wu, C. Q., 2021, Computer Security – ESORICS 2021 - 26th European Symposium on Research in Computer Security, Proceedings. Bertino, E., Shulman, H. & Waidner, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 348-369 22 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12972 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Peer to Peer 100%
  • Blockchain 68%
  • Fairness 59%
  • Ethereum 43%
  • Peer to peer networks 35%
  3 Scopus citations

• Federated Meta-Location Learning for Fine-Grained Location Prediction

  Jiang, X., Zhao, S., Jacobson, G., Jana, R., Hsu, W. L., Talasila, M., Aftab, S. A., Chen, Y. & Borcea, C., 2021, Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021. Chen, Y., Ludwig, H., Tu, Y., Fayyad, U., Zhu, X., Hu, X. T., Byna, S., Liu, X., Zhang, J., Pan, S., Papalexakis, V., Wang, J., Cuzzocrea, A. & Ordonez, C. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 446-456 11 p. (Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Prediction 100%
  • Telephone 28%
  • Neural Networks 22%
  • Long short-term memory 21%
  • Apps 20%
  2 Scopus citations

• From Specification to Topology: Automatic Power Converter Design via Reinforcement Learning

  Fan, S., Cao, N., Zhang, S., Li, J., Guo, X. & Zhang, X., 2021, 2021 40th IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD; vol. 2021-November).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Power converters 100%
  • Reinforcement learning 97%
  • Topology 65%
  • Specifications 62%
  • Networks (circuits) 22%
  4 Scopus citations

• Health Ontology for Minority Equity (HOME)

  Kollapally, N. M., Chen, Y. & Geller, J., 2021, 13th International Conference on Knowledge Engineering and Ontology Development, KEOD 2021 as part of IC3K 2021 - Proceedings of the 13th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management. Aveiro, D., Dietz, J. & Filipe, J. (eds.). Science and Technology Publications, Lda, p. 17-27 11 p. (International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K - Proceedings; vol. 2).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Equity 100%
  • Ontology 90%
  • Minorities 73%
  • Health 64%
  • Healthcare 29%
  1 Scopus citations

• Inclusive Education Strategies for Diversity in Smart Workforce

  Geller, J. & Chun, S. A., Jun 9 2021, Proceedings of the 22nd Annual International Conference on Digital Government Research: Digital Innovations for Public Values: Inclusive Collaboration and Community, DGO 2021. Lee, J., Pereira, G. V. & Hwang, S. (eds.). Association for Computing Machinery, p. 264-272 9 p. 3463741. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Education 100%
  • Industry 51%
  • Pipelines 29%
  1 Scopus citations

• In-situ workflow auto-tuning through combining component models

  Shu, T., Guo, Y., Wozniak, J., Ding, X., Foster, I. & Kurc, T., Feb 17 2021, PPoPP 2021 - Proceedings of the 2021 26th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming. Association for Computing Machinery, p. 467-468 2 p. (Proceedings of the ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, PPOPP).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Tuning 100%
  • Electronic data interchange 68%
  • Data transfer 65%
  • Machine learning 47%
  • Experiments 22%
  2 Scopus citations

• Knowledge graph analysis of Russian trolls

  Li, C. Y., Chun, S. A. & Geller, J., 2021, Proceedings of the 10th International Conference on Data Science, Technology and Applications, DATA 2021. Quix, C., Hammoudi, S. & van der Aalst, W. (eds.). SciTePress, p. 335-342 8 p. (Proceedings of the 10th International Conference on Data Science, Technology and Applications, DATA 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Natural language processing systems 100%
  • Sentiment analysis 91%
  • Industrial plants 75%
  • Polarization 74%
  • Visualization 63%

• Leakuidator: Leaky Resource Attacks and Countermeasures

  Zaheri, M. & Curtmola, R., 2021, Security and Privacy in Communication Networks - 17th EAI International Conference, SecureComm 2021, Proceedings. Garcia-Alfaro, J., Li, S., Poovendran, R., Debar, H. & Yung, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 143-163 21 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 399 LNICST).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Knobs 100%
  • Chromium 75%
  • User experience 70%
  • Websites 60%

• Machine Learning Approach to Detect Fake News, Misinformation in COVID-19 Pandemic

  Bojjireddy, S., Chun, S. A. & Geller, J., Jun 9 2021, Proceedings of the 22nd Annual International Conference on Digital Government Research: Digital Innovations for Public Values: Inclusive Collaboration and Community, DGO 2021. Lee, J., Pereira, G. V. & Hwang, S. (eds.). Association for Computing Machinery, p. 575-578 4 p. 3463762. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Health 100%
  • Machine learning 99%
  6 Scopus citations

• Machine Learning-assisted Computational Steering of Large-scale Scientific Simulations

  Liu, W., Ye, Q., Wu, C. Q., Liu, Y., Zhou, X. & Shan, Y., 2021, 19th IEEE International Symposium on Parallel and Distributed Processing with Applications, 11th IEEE International Conference on Big Data and Cloud Computing, 14th IEEE International Conference on Social Computing and Networking and 11th IEEE International Conference on Sustainable Computing and Communications, ISPA/BDCloud/SocialCom/SustainCom 2021. Institute of Electrical and Electronics Engineers Inc., p. 984-992 9 p. (19th IEEE International Symposium on Parallel and Distributed Processing with Applications, 11th IEEE International Conference on Big Data and Cloud Computing, 14th IEEE International Conference on Social Computing and Networking and 11th IEEE International Conference on Sustainable Computing and Communications, ISPA/BDCloud/SocialCom/SustainCom 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Machine Learning 100%
  • simulation 59%
  • Machine learning 55%
  • Simulation 51%
  • Numerical Modeling 31%

• Multi-session diversity to improve user satisfaction in web applications

  Esfandiari, M., Borromeo, R. M., Nikookar, S., Sakharkar, P., Amer-Yahia, S. & Basu Roy, S., Apr 19 2021, The Web Conference 2021 - Proceedings of the World Wide Web Conference, WWW 2021. Association for Computing Machinery, Inc, p. 1928-1936 9 p. (The Web Conference 2021 - Proceedings of the World Wide Web Conference, WWW 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Crowdsourcing 100%
  • Constrained optimization 30%
  • Hardness 22%
  • Experiments 20%
  6 Scopus citations

• Mutation Subsumption as Relative Incorrectness

  Khaireddine, B., Ayad, A., Marsit, I. & Mili, A., 2021, Quality of Information and Communications Technology - 14th International Conference, QUATIC 2021, Proceedings. Paiva, A. C. R., Cavalli, A. R., Ventura Martins, P. & Pérez-Castillo, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 18-28 11 p. (Communications in Computer and Information Science; vol. 1439 CCIS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Mutant 100%
  • Mutation 98%
  • Specifications 31%
  • Synergy 29%
  • If and only if 23%

• NoStop: A Novel Configuration Optimization Scheme for Spark Streaming

  Ye, Q., Liu, W. & Wu, C. Q., Aug 9 2021, 50th International Conference on Parallel Processing, ICPP 2021 - Main Conference Proceedings. Association for Computing Machinery, (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Data streams 100%
  • Electric sparks 99%
  • Real time systems 65%
  • Engines 42%
  • Big data 29%
  1 Scopus citations

• On a Small File Merger for Fast Access and Modifiability of Small Files in HDFS

  Chen, D., Wu, C. Q., Shen, W. & Zhang, Y., 2021, 2021 IEEE/ACS 18th International Conference on Computer Systems and Applications, AICCSA 2021 - Proceedings. IEEE Computer Society, (Proceedings of IEEE/ACS International Conference on Computer Systems and Applications, AICCSA; vol. 2021-December).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Approximation algorithms 100%
  • Ecosystems 99%
  • Big data 83%

• Paratick: Reducing Timer Overhead in Virtual Machines

  Schildermans, S., Aerts, K., Shan, J. & Ding, X., Aug 9 2021, 50th International Conference on Parallel Processing, ICPP 2021 - Main Conference Proceedings. Association for Computing Machinery, (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Virtual machine 100%
  • Computer hardware 57%
  • Virtualization 34%
  • Linux 33%
  • Synchronization 26%
  2 Scopus citations

• Quantifying Faultiness: What Does It Mean to Have N Faults?

  Khaireddine, B. & Mili, A., May 2021, Proceedings - 2021 IEEE/ACM 9th International Conference on Formal Methods in Software Engineering, FormaliSE 2021. Institute of Electrical and Electronics Engineers Inc., p. 68-74 7 p. (Proceedings - 2021 IEEE/ACM 9th International Conference on Formal Methods in Software Engineering, FormaliSE 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Software testing 100%
  • Seed 87%
  • Experiments 30%
  1 Scopus citations

• Quantifying Nondeterminism and Inconsistency in Self-organizing Map Implementations

  Rahaman, S., Samuel, R. & Neamtiu, I., Aug 2021, Proceedings - 3rd IEEE International Conference on Artificial Intelligence Testing, AITest 2021. Institute of Electrical and Electronics Engineers Inc., p. 85-92 8 p. (Proceedings - 3rd IEEE International Conference on Artificial Intelligence Testing, AITest 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Self-organizing Map 100%
  • Nondeterminism 82%
  • Inconsistency 77%
  • Self organizing maps 75%
  • Training 11%
  2 Scopus citations

• Revisiting Homomorphic Encryption Schemes for Finite Fields

  Kim, A., Polyakov, Y. & Zucca, V., 2021, Advances in Cryptology – ASIACRYPT 2021 - 27th International Conference on the Theory and Application of Cryptology and Information Security, Proceedings, Part 3. Tibouchi, M. & Wang, H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 608-639 32 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13092 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Homomorphic Encryption 100%
  • Fans 61%
  • Cryptography 54%
  • Galois field 54%
  • Homomorphic 43%
  15 Scopus citations

• Sufficient Conditions for a Central Limit Theorem to Assess the Error of Randomized Quasi-Monte Carlo Methods

  Nakayama, M. K. & Tuffin, B., 2021, 2021 Winter Simulation Conference, WSC 2021. Institute of Electrical and Electronics Engineers Inc., (Proceedings - Winter Simulation Conference; vol. 2021-December).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Quasi-Monte Carlo Methods 100%
  • Quasi-Monte Carlo 95%
  • Monte Carlo methods 79%
  • Central limit theorem 68%
  • Mean square error 68%

• The bane of generate-And-validate program repair: Too much generation, too little validation

  Khaireddine, B., Zakharchenko, A. & Mili, A., Sep 8 2021, New Trends in Intelligent Software Methodologies, Tools and Techniques - Proceedings of the 20th International Conference on New Trends in Intelligent Software Methodologies, Tools and Techniques, SoMeT 2021. Fujita, H. & Perez-Meana, H. (eds.). IOS Press BV, p. 113-126 14 p. (Frontiers in Artificial Intelligence and Applications; vol. 337).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Repair 100%
  • Specifications 26%
• 2020

  Accelerating lattice based proxy re-encryption schemes on GPUs

  Sahu, G. & Rohloff, K., 2020, Cryptology and Network Security - 19th International Conference, CANS 2020, Vienna, Austria, December 14–16, 2020, Proceedings. Krenn, S., Shulman, H. & Vaudenay, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 613-632 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12579 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Encryption 100%
  • Graphics processing unit 79%
  • Cryptography 70%
  • Throughput 27%
  • High Performance 13%
  2 Scopus citations

• Accurate and adversarially robust classification of medical images and ECG time-series with gradient-free trained sign activation neural networks

  Yang, Z., Yang, Y., Xue, Y., Shih, F. Y., Ady, J. & Roshan, U., Dec 16 2020, Proceedings - 2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020. Park, T., Cho, Y-R., Hu, X. T., Yoo, I., Woo, H. G., Wang, J., Facelli, J., Nam, S. & Kang, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2456-2460 5 p. 9313442. (Proceedings - 2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Neural Networks 100%
  • Machine Learning 94%
  • Gradient 91%
  • Electrocardiography 82%
  • Activation 81%
  4 Scopus citations

• AirNet: A calibration model for low-cost air monitoring sensors using dual sequence encoder networks

  Yu, H., Li, Q., Geng, Y. A., Zhang, Y. & Wei, Z., 2020, AAAI 2020 - 34th AAAI Conference on Artificial Intelligence. AAAI press, p. 1129-1136 8 p. (AAAI 2020 - 34th AAAI Conference on Artificial Intelligence).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Calibration 100%
  • Monitoring 73%
  • Air 71%
  • Sensors 66%
  • Air pollution 59%
  7 Scopus citations

• AMCilk: A Framework for Multiprogrammed Parallel Workloads

  Wang, Z., Xu, C., Agrawal, K. & Li, J., Dec 2020, Proceedings - 2020 IEEE 27th International Conference on High Performance Computing, Data, and Analytics, HiPC 2020. Institute of Electrical and Electronics Engineers Inc., p. 212-222 11 p. 9406622. (Proceedings - 2020 IEEE 27th International Conference on High Performance Computing, Data, and Analytics, HiPC 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Workload 100%
  • Scheduling 50%
  • Core levels 39%
  • Servers 35%
  • Parallel programming 29%
  1 Scopus citations

• A multi-path decoder network for brain tumor segmentation

  Xue, Y., Xie, M., Farhat, F. G., Boukrina, O., Barrett, A. M., Binder, J. R., Roshan, U. W. & Graves, W. W., 2020, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 5th International Workshop, BrainLes 2019, Held in Conjunction with MICCAI 2019, Revised Selected Papers. Crimi, A. & Bakas, S. (eds.). Springer, p. 255-265 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11993 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Multipath 95%
  • Segmentation 75%
  • Tumor 66%
  • Tumors 64%
  • Brain 51%
  8 Scopus citations

• A New Adaptive Bidirectional Region-of-Interest Detection Method for Intelligent Traffic Video Analysis

  Ghahremannezhad, H., Shi, H. & Liu, C., Dec 2020, Proceedings - 2020 IEEE 3rd International Conference on Artificial Intelligence and Knowledge Engineering, AIKE 2020. Institute of Electrical and Electronics Engineers Inc., p. 17-24 8 p. 9355458. (Proceedings - 2020 IEEE 3rd International Conference on Artificial Intelligence and Knowledge Engineering, AIKE 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Roads 100%
  • Optical flows 83%
  • Computational efficiency 72%
  • Intelligent Transportation Systems 49%
  • Traffic Flow 41%
  7 Scopus citations

• A Semantic Definition of Faults and Its Implications

  Khaireddine, B., Zakharchenko, A. & Mili, A., Dec 2020, Proceedings - 2020 IEEE 20th International Conference on Software Quality, Reliability, and Security, QRS 2020. Institute of Electrical and Electronics Engineers Inc., p. 14-21 8 p. 9282775. (Proceedings - 2020 IEEE 20th International Conference on Software Quality, Reliability, and Security, QRS 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Fault 100%
  • Semantics 73%
  • Software quality 49%
  • Quality assurance 45%
  • Fault tolerance 42%
  2 Scopus citations

• A statistical modeling method for road recognition in traffic video analytics

  Shi, H., Ghahremannezhadand, H. & Liu, C., Sep 23 2020, 11th IEEE International Conference on Cognitive Infocommunications, CogInfoCom 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 97-102 6 p. 9237905. (11th IEEE International Conference on Cognitive Infocommunications, CogInfoCom 2020 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Modeling Method 100%
  • Statistical Modeling 91%
  • Traffic 84%
  • traffic 74%
  • Statistical method 73%
  6 Scopus citations

• Attribute Propagation Enhanced Community Detection Model for Bitcoin De-anonymizing

  Wang, J., Xie, X., Fang, Y., Lu, Y., Li, T. & Wang, G., 2020, Machine Learning for Cyber Security - Third International Conference, ML4CS 2020, Proceedings. Chen, X., Yan, H., Yan, Q. & Zhang, X. (eds.). Springer Science and Business Media Deutschland GmbH, p. 607-622 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12486 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Community Detection 100%
  • Bitcoin 91%
  • Transactions 82%
  • Attribute 63%
  • Propagation 59%
  1 Scopus citations

• A Tutorial on Quantile Estimation via Monte Carlo

  Dong, H. & Nakayama, M. K., 2020, Monte Carlo and Quasi-Monte Carlo Methods, MCQMC 2018. Tuffin, B. & L’Ecuyer, P. (eds.). Springer, p. 3-30 28 p. (Springer Proceedings in Mathematics and Statistics; vol. 324).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Quantile Estimation 100%
  • Quantile 73%
  • Value at Risk 16%
  • Variance Reduction 15%
  • Estimator 14%
  4 Scopus citations

• Automated Estimation of the Rate of Equivalent Mutants

  Ayad, A. & Mili, A., Dec 2020, Proceedings - 2020 International Conference on Computational Science and Computational Intelligence, CSCI 2020. Institute of Electrical and Electronics Engineers Inc., p. 1794-1799 6 p. 9458144. (Proceedings - 2020 International Conference on Computational Science and Computational Intelligence, CSCI 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Static analysis 100%