Computer Science

Search results

  • 2021

    ConfProf: White-Box Performance Profiling of Configuration Options

    Han, X., Yu, T. & Pradel, M., Apr 9 2021, ICPE 2021 - Proceedings of the ACM/SPEC International Conference on Performance Engineering. p. 1-8 8 p. (ICPE 2021 - Proceedings of the ACM/SPEC International Conference on Performance Engineering).

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

    6 Scopus citations

  • Content-Based Detection of Temporal Metadata Manipulation

    Padilha, R., Salem, T., Workman, S., Andaló, F. A., Rocha, A. & Jacobs, N., Mar 8 2021.

    Research output: Working paper › Preprint

    File
    12 Downloads (Pure)

  • Cytoplasmic synthesis of endogenous Alu complementary DNA via reverse transcription and implications in age-related macular degeneration

    Fukuda, S., Varshney, A., Fowler, B. J., Wang, S. B., Narendran, S., Ambati, K., Yasuma, T., Magagnoli, J., Leung, H., Hirahara, S., Nagasaka, Y., Yasuma, R., Apicella, I., Pereira, F., Makin, R. D., Magner, E., Liu, X., Sun, J., Wang, M. & Baker, K. & 39 others, Marion, K. M., Huang, X., Baghdasaryan, E., Ambati, M., Ambati, V. L., Pandey, A., Pandya, L., Cummings, T., Banerjee, D., Huang, P., Yerramothu, P., Tolstonog, G. V., Held, U., Erwin, J. A., Paquola, A. C. M., Herdy, J. R., Ogura, Y., Terasaki, H., Oshika, T., Darwish, S., Singh, R. K., Mozaffari, S., Bhattarai, D., Kim, K. B., Hardin, J. W., Bennett, C. L., Hinton, D. R., Hanson, T. E., Röver, C., Parang, K., Kerur, N., Liu, J., Werner, B. C., Scott Sutton, S., Sadda, S. R., Schumann, G. G., Gelfand, B. D., Gage, F. H. & Ambati, J., Feb 9 2021, In: Proceedings of the National Academy of Sciences of the United States of America. 118, 6, e2022751118.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    44 Scopus citations

  • Digital twin with a perspective from manufacturing industry

    Wang, H., Chen, S., Sami, M. S. U. I., Rahman, F. & Tehranipoor, M., Jun 1 2021, Emerging Topics in Hardware Security. p. 27-59 33 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    3 Scopus citations

  • Dynamic Edge-Twin Computing for Vehicle Tracking.

    Wang, Y., Chen, S., Xia, Y., Melissourgos, D. & Wang, H., 2021, CLOUD. p. 106-111 6 p.

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

    1 Scopus citations

  • Dynamic Feature Alignment for Semi-supervised Domain Adaptation

    Zhang, Y., Liang, G. & Jacobs, N., Oct 18 2021.

    Research output: Working paper › Preprint

    File
    19 Downloads (Pure)

  • Enabling Opportunistic Low-cost Smart Cities by Using Tactical Edge Node Placement

    Madamori, O., Max-Onakpoya, E., Erhardt, G. D. & Baker, C. E., Mar 9 2021, 16th Conference on Wireless On-Demand Network Systems and Services, WONS 2021. Frank, R., Segata, M. & Lee, U. (eds.). 9415579. (16th Conference on Wireless On-Demand Network Systems and Services, WONS 2021).

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

    Open Access
    7 Scopus citations

  • Error Causal inference for Multi-Fusion models

    Li, C. & Harrison, B., 2021, 2nd Workshop on Advances in Language and Vision Research, ALVR 2021 - Proceedings. Wang, X., Hu, R., Hudson, D., Fu, T.-J., Rohrbach, M. & Fried, D. (eds.). p. 11-15 5 p. (2nd Workshop on Advances in Language and Vision Research, ALVR 2021 - Proceedings).

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

  • Error-controlled, progressive, and adaptable retrieval of scientific data with multilevel decomposition

    Liang, X., Gong, Q., Chen, J., Whitney, B., Wan, L., Liu, Q., Pugmire, D., Archibald, R., Podhorszki, N. & Klasky, S., Nov 14 2021, Proceedings of SC 2021: The International Conference for High Performance Computing, Networking, Storage and Analysis: Science and Beyond. (International Conference for High Performance Computing, Networking, Storage and Analysis, SC).

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

    Open Access
    12 Scopus citations

  • Exploring Autoencoder-based Error-bounded Compression for Scientific Data

    Liu, J., Di, S., Zhao, K., Jin, S., Tao, D., Liang, X., Chen, Z. & Cappello, F., 2021, Proceedings - 2021 IEEE International Conference on Cluster Computing, Cluster 2021. p. 294-306 13 p. (Proceedings - IEEE International Conference on Cluster Computing, ICCC; vol. 2021-September).

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

    Open Access
    27 Scopus citations

  • Exploring learning approaches for ancient Greek character recognition with citizen science data

    Swindall, M. I., Croisdale, G., Hunter, C. C., Keener, B., Williams, A. C., Brusuelas, J. H., Krevans, N., Sellew, M., Fortson, L. & Wallin, J. F., Sep 2021, Proceedings - IEEE 17th International Conference on eScience, eScience 2021. p. 128-137 10 p. (Proceedings - IEEE 17th International Conference on eScience, eScience 2021).

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

    14 Scopus citations

  • Fast Function Instantiation with Alternate Virtualization Approaches

    Jain, V., Qi, S. & Ramakrishnan, K. K., Jul 12 2021, 27th IEEE International Symposium on Local and Metropolitan Area Networks, LANMAN 2021. 9478808. (IEEE Workshop on Local and Metropolitan Area Networks; vol. 2021-July).

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

    3 Scopus citations

  • FT-CNN: Algorithm-Based Fault Tolerance for Convolutional Neural Networks

    Zhao, K., Di, S., Li, S., Liang, X., Zhai, Y., Chen, J., Ouyang, K., Cappello, F. & Chen, Z., Jul 1 2021, In: IEEE Transactions on Parallel and Distributed Systems. 32, 7, p. 1677-1689 13 p., 9311863.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    85 Scopus citations

  • FTK: A Simplicial Spacetime Meshing Framework for Robust and Scalable Feature Tracking

    Guo, H., Lenz, D., Xu, J., Liang, X., He, W., Grindeanu, I. R., Shen, H. W., Peterka, T., Munson, T. & Foster, I., Aug 1 2021, In: IEEE Transactions on Visualization and Computer Graphics. 27, 8, p. 3463-3480 18 p.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    10 Scopus citations

  • Gated Path Selection Network for Semantic Segmentation

    Geng, Q., Zhang, H., Qi, X., Huang, G., Yang, R. & Zhou, Z., 2021, In: IEEE Transactions on Image Processing. 30, p. 2436-2449 14 p., 9318517.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    25 Scopus citations

  • Generalized Zero-shot Intent Detection via Commonsense Knowledge

    Siddique, A. B., Jamour, F., Xu, L. & Hristidis, V., Jul 11 2021, SIGIR 2021 - Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval. p. 1925-1929 5 p. 3462985. (SIGIR 2021 - Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval).

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

    Open Access
    20 Scopus citations

  • Generating Predictable and Adaptive Dialog Policies in Single- A nd Multi-domain Goal-oriented Dialog Systems

    Le, N., Siddique, A. B., Jamour, F., Oymak, S. & Hristidis, V., Dec 1 2021, In: International Journal of Semantic Computing. 15, 4, p. 419-439 21 p.

    Research output: Contribution to journal › Article › peer-review

    3 Scopus citations

  • Heter-Sim: Heterogeneous Multi-Agent Systems Simulation by Interactive Data-Driven Optimization

    Ren, J., Xiang, W., Xiao, Y., Yang, R., Manocha, D. & Jin, X., Mar 1 2021, In: IEEE Transactions on Visualization and Computer Graphics. 27, 3, p. 1953-1966 14 p., 8865441.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    31 Scopus citations

  • HIERARCHICAL PROBABILISTIC EMBEDDINGS FOR MULTI-VIEW IMAGE CLASSIFICATION

    Brodie, B., Khanal, S., Rafique, M. U., Greenwell, C. & Jacobs, N., 2021, p. 4011-4014. 4 p.

    Research output: Contribution to conference › Paper › peer-review

    1 Scopus citations

  • Hierarchical Probabilistic Embeddings for Multi-View Image Classification.

    Brodie, B., Khanal, S., Rafique, M. U., Greenwell, C. & Jacobs, N., 2021, IGARSS. p. 1011-1014 4 p.

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

  • Improving high-impact bug report prediction with combination of interactive machine learning and active learning

    Wu, X., Zheng, W., Chen, X., Zhao, Y., Yu, T. & Mu, D., May 2021, In: Information and Software Technology. 133, 106530.

    Research output: Contribution to journal › Article › peer-review

    57 Scopus citations

  • Improving Lossy Compression for SZ by Exploring the Best-Fit Lossless Compression Techniques

    Liu, J., Li, S., Di, S., Liang, X., Zhao, K., Tao, D., Chen, Z. & Cappello, F., 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.). p. 2986-2991 6 p. (Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021).

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

    7 Scopus citations

  • Influencing Reinforcement Learning through Natural Language Guidance

    Tasrin, T., Al Nahian, M. S., Perera, H. & Harrison, B., 2021, In: Proceedings of the International Florida Artificial Intelligence Research Society Conference, FLAIRS. 34

    Research output: Contribution to journal › Conference article › peer-review

    Open Access
    1 Scopus citations

  • Intensity Harmonization for Airborne LiDAR

    Jones, D. & Jacobs, N., May 4 2021.

    Research output: Working paper › Preprint

    File
    17 Downloads (Pure)

  • INTENSITY HARMONIZATION FOR AIRBORNE LIDAR

    Jones, D. & Jacobs, N., 2021, IGARSS 2021 - 2021 IEEE International Geoscience and Remote Sensing Symposium, Proceedings. p. 4324-4327 4 p. (International Geoscience and Remote Sensing Symposium (IGARSS); vol. 2021-July).

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

    Open Access
    1 Scopus citations

  • Intensity Harmonization for Airborne LiDAR.

    Jones, D. & Jacobs, N., 2021, IGARSS. p. 4324-4327 4 p.

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

  • Intrusion detection based on Machine Learning techniques in computer networks

    Dina, A. S. & Manivannan, D., Dec 2021, In: Internet of Things (Netherlands). 16, 100462.

    Research output: Contribution to journal › Review article › peer-review

    83 Scopus citations

  • Joint Compression and Offloading Decisions for Deep Learning Services in 3-Tier Edge Systems

    Hosseinzadeh, M., Hudson, N., Zhao, X., Khamfroush, H. & Lucani, D. E., 2021, 2021 IEEE International Symposium on Dynamic Spectrum Access Networks, DySPAN 2021. p. 254-261 8 p. (2021 IEEE International Symposium on Dynamic Spectrum Access Networks, DySPAN 2021).

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

    5 Scopus citations

  • Linguistically-enriched and context-awarezero-shot slot filling

    Siddique, A. B., Jamour, F. & Hristidis, V., Apr 19 2021, The Web Conference 2021 - Proceedings of the World Wide Web Conference, WWW 2021. p. 3279-3290 12 p. (The Web Conference 2021 - Proceedings of the World Wide Web Conference, WWW 2021).

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

    Open Access
    28 Scopus citations

  • Machine learning infrastructure on the frontier of virtual unwrapping

    Parsons, S., Chappell, J., Seth Parker, C. & Brent Seales, W., Oct 22 2021, In: Proceedings of Science. 378, 015.

    Research output: Contribution to journal › Conference article › peer-review

  • Machine learning reveals sequence-function relationships in family 7 glycoside hydrolases

    Gado, J. E., Harrison, B. E., Sandgren, M., Ståhlberg, J., Beckham, G. T. & Payne, C. M., Aug 1 2021, In: Journal of Biological Chemistry. 297, 2, 100931.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    19 Scopus citations

  • Message from the IEEE SustainCom 2021 Program Chairs

    Khan, L., Fei, Z. & He, X., 2021, In: 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. p. xlv

    Research output: Contribution to journal › Editorial

    Open Access

  • Message from the Program Chairs

    Zhang, C., Fei, Z. & Gai, K., 2021, In: Proceedings - 2021 IEEE 6th International Conference on Smart Cloud, SmartCloud 2021. p. x

    Research output: Contribution to journal › Editorial

    Open Access

  • Message from the Program Chairs (EdgeCom)

    Fei, Z., Zong, Z. & Gai, K., Jun 2021, In: Proceedings - 2021 8th IEEE International Conference on Cyber Security and Cloud Computing and 2021 7th IEEE International Conference on Edge Computing and Scalable Cloud, CSCloud-EdgeCom 2021. p. XIII 9492157.

    Research output: Contribution to journal › Editorial

    Open Access

  • Mistake Captioning: A Machine Learning Approach For Detecting Mistakes and Generating Instructive Feedback

    Vinogradov, A., Byrd, A. M. & Harrison, B., 2021, International Conference Recent Advances in Natural Language Processing, RANLP 2021: Deep Learning for Natural Language Processing Methods and Applications - Proceedings. Angelova, G., Kunilovskaya, M., Mitkov, R. & Nikolova-Koleva, I. (eds.). p. 1455-1462 8 p. (International Conference Recent Advances in Natural Language Processing, RANLP).

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

    Open Access

  • Mu: An efficient, fair and responsive serverless framework for resource-constrained edge clouds

    Mittal, V., Qi, S., Bhattacharya, R., Lyu, X., Li, J., Kulkarni, S. G., Li, D., Hwang, J., Ramakrishnan, K. K. & Wood, T., Nov 1 2021, SoCC 2021 - Proceedings of the 2021 ACM Symposium on Cloud Computing. p. 168-181 14 p. (SoCC 2021 - Proceedings of the 2021 ACM Symposium on Cloud Computing).

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

    Open Access
    37 Scopus citations

  • Multi-adversarial variational autoencoder nets for simultaneous image generation and classification

    Imran, A. A. Z. & Terzopoulos, D., 2021, Advances in Intelligent Systems and Computing. p. 249-271 23 p. (Advances in Intelligent Systems and Computing; vol. 1232).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

    1 Scopus citations

  • Multi-agent Reinforcement Learning for Decentralized Stable Matching

    Taywade, K., Goldsmith, J. & Harrison, B., 2021, Algorithmic Decision Theory - 7th International Conference, ADT 2021, Proceedings. Fotakis, D. & Ríos Insua, D. (eds.). p. 375-389 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13023 LNAI).

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

    1 Scopus citations

  • Multimix: Sparingly-supervised, extreme multitask learning from medical images

    Haque, A., Imran, A. A. Z., Wang, A. & Terzopoulos, D., Apr 13 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging, ISBI 2021. p. 693-696 4 p. 9434167. (Proceedings - International Symposium on Biomedical Imaging; vol. 2021-April).

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

    Open Access
    6 Scopus citations

  • Multi-Modal Data Analysis for Alzheimer's Disease Diagnosis: An Ensemble Model Using Imagery and Genetic Features.

    Ying, Q., Xing, X., Liu, L., Lin, A.-L., Jacobs, N. & Liang, G., 2021, EMBC. p. 3586-3591 6 p.

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

    20 Scopus citations

  • Noise Measurement and Removal for Data Streaming Algorithms with Network Applications.

    Ma, C., Wang, H., Odegbile, O. & Chen, S., 2021, Networking. p. 1-9 9 p.

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

    8 Scopus citations

  • Online data analysis and reduction: An important Co-design motif for extreme-scale computers

    Foster, I., Ainsworth, M., Bessac, J., Cappello, F., Choi, J., Di, S., Di, Z., Gok, A. M., Guo, H., Huck, K. A., Kelly, C., Klasky, S., Kleese van Dam, K., Liang, X., Mehta, K., Parashar, M., Peterka, T., Pouchard, L., Shu, T. & Tugluk, O. & 8 others, van Dam, H., Wan, L., Wolf, M., Wozniak, J. M., Xu, W., Yakushin, I., Yoo, S. & Munson, T., Nov 2021, In: International Journal of High Performance Computing Applications. 35, 6, p. 617-635 19 p.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    7 Scopus citations

  • ON QUASI-MONTE CARLO METHODS IN WEIGHTED ANOVA SPACES

    Kritzer, P., Pillichshammer, F. & Wasilkowski, G. W., 2021, In: Mathematics of Computation. 90, 329, p. 1381-1406 26 p.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    1 Scopus citations

  • On the Generalization Power of Overfitted Two-Layer Neural Tangent Kernel Models

    Ju, P., Lin, X. & Shroff, N. B., 2021, Proceedings of the 38th International Conference on Machine Learning, ICML 2021. p. 5137-5147 11 p. (Proceedings of Machine Learning Research; vol. 139).

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

    7 Scopus citations

  • Optimal Accuracy-Time Trade-off for Deep Learning Services in Edge Computing Systems

    Hosseinzadeh, M., Wachal, A., Khamfroush, H. & Lucani, D. E., Jun 2021, ICC 2021 - IEEE International Conference on Communications, Proceedings. (IEEE International Conference on Communications).

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

    Open Access
    11 Scopus citations

  • Optimizing Error-Bounded Lossy Compression for Scientific Data on GPUs

    Tian, J., Di, S., Yu, X., Rivera, C., Zhao, K., Jin, S., Feng, Y., Liang, X., Tao, D. & Cappello, F., 2021, Proceedings - 2021 IEEE International Conference on Cluster Computing, Cluster 2021. p. 283-293 11 p. (Proceedings - IEEE International Conference on Cluster Computing, ICCC; vol. 2021-September).

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

    Open Access
    22 Scopus citations

  • Personalized CT Organ Dose Estimation from Scout Images

    Imran, A. A. Z., Wang, S., Pal, D., Dutta, S., Patel, B., Zucker, E. & Wang, A., 2021, Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 - 24th International Conference, Proceedings. de Bruijne, M., de Bruijne, M., Cattin, P. C., Cotin, S., Padoy, N., Speidel, S., Zheng, Y. & Essert, C. (eds.). p. 488-498 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12904 LNCS).

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

    6 Scopus citations

  • PicSys: Energy-Efficient Fast Image Search on Distributed Mobile Networks

    Felemban, N., Mehmeti, F., Khamfroush, H., Lu, Z., Rallapalli, S., Chan, K. & Porta, T. L., Apr 1 2021, In: IEEE Transactions on Mobile Computing. 20, 4, p. 1574-1589 16 p., 8946323.

    Research output: Contribution to journal › Article › peer-review

    9 Scopus citations

  • Predictable and Adaptive Goal-oriented Dialog Policy Generation

    Le, N., Siddique, A. B., Jamour, F., Oymak, S. & Hristidis, V., Jan 2021, Proceedings - 2021 IEEE 15th International Conference on Semantic Computing, ICSC 2021. p. 40-47 8 p. 9364587. (Proceedings - 2021 IEEE 15th International Conference on Semantic Computing, ICSC 2021).

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

    4 Scopus citations

  • Preface

    Qiu, H., Zhang, C., Fei, Z., Qiu, M. & Kung, S. Y., 2021, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 12815 LNAI, p. v-vi

    Research output: Contribution to journal › Editorial