Search results

  • 2023

    Multimodal Multiple Federated Feature Construction Method for IoT Environments

    Mahanipour, A. & Khamfroush, H., 2023, GLOBECOM 2023 - 2023 IEEE Global Communications Conference. p. 1890-1895 6 p. (Proceedings - IEEE Global Communications Conference, GLOBECOM).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    1 Scopus citations
  • Network Tomography and Reinforcement Learning for Efficient Routing

    Tao, X. & Silvestri, S., 2023, Proceedings - 2023 IEEE 20th International Conference on Mobile Ad Hoc and Smart Systems, MASS 2023. p. 384-389 6 p. (Proceedings - 2023 IEEE 20th International Conference on Mobile Ad Hoc and Smart Systems, MASS 2023).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Scopus citations
  • On the generalization power of overfitted two-layer neural tangent Kernel models

    Ju, P., Lin, X. & Shroff, N. B., Dec 21 2023, Artificial Intelligence for Edge Computing. p. 111-135 25 p.

    Research output: Chapter in Book/Report/Conference proceedingChapterpeer-review

  • P2P Energy Trading in a Smart Residential Environment with User Behavioral Modeling

    Timilsina, A. & Silvestri, S., 2023, 2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2023. p. 272-273 2 p. (2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2023).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • P2P Energy Trading through Prospect Theory, Differential Evolution, and Reinforcement Learning

    Timilsina, A. & Silvestri, S., Sep 20 2023, In: ACM Transactions on Evolutionary Learning and Optimization. 3, 3, 3603148.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    4 Scopus citations
  • Personality and Emotion in Strong-Story Narrative Planning

    Shirvani, A., Ware, S. G. & Baker, L. J., Dec 1 2023, In: IEEE Transactions on Games. 15, 4, p. 669-682 14 p.

    Research output: Contribution to journalArticlepeer-review

    2 Scopus citations
  • Randomized Error Removal for Online Spread Estimation in High-Speed Networks.

    Wang, H., Ma, C., Chen, S. & Peir, J.-K., 2023, In: IEEE/ACM Trans. Netw.. 31, 2, p. 558-573 16 p., 2.

    Research output: Contribution to journalArticlepeer-review

    3 Scopus citations
  • RAPIDS: Reconciling Availability, Accuracy, and Performance in Managing Geo-Distributed Scientific Data

    Wan, L., Chen, J., Liang, X., Gainaru, A., Gong, Q., Liu, Q., Whitney, B., Arulraj, J., Liu, Z., Foster, I. & Klasky, S., Aug 7 2023, HPDC 2023 - Proceedings of the 32nd International Symposium on High-Performance Parallel and Distributed Computing. p. 87-100 14 p. (HPDC 2023 - Proceedings of the 32nd International Symposium on High-Performance Parallel and Distributed Computing).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • Real-Time Spread Burst Detection in Data Streaming

    Wang, H., Melissourgos, D., Ma, C. & Chen, S., Jun 19 2023, In: Performance Evaluation Review. 51, 1, p. 51-52 2 p.

    Research output: Contribution to journalArticlepeer-review

  • Real-time Spread Burst Detection in Data Streaming.

    Wang, H., Melissourgos, D., Ma, C. & Chen, S., 2023, In: Proc. ACM Meas. Anal. Comput. Syst.. 7, 2, p. 35:1-35:31 31 p., 2.

    Research output: Contribution to journalArticlepeer-review

    4 Scopus citations
  • Real-time Spread Burst Detection in Data Streaming.

    Wang, H., Melissourgos, D., Ma, C. & Chen, S., 2023, SIGMETRICS (Abstracts). p. 51-52 2 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • Rethinking Single Sign-On: A Reliable and Privacy-Preserving Alternative with Verifiable Credentials

    Johnson, A. D., Alom, I. & Xiao, Y., Nov 26 2023, MTD 2023 - Proceedings of the 10th ACM Workshop on Moving Target Defense. p. 25-28 4 p. (MTD 2023 - Proceedings of the 10th ACM Workshop on Moving Target Defense).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • Reveal: Robustness-aware VNF placement and request scheduling in edge clouds.

    Fang, J., Zhao, G., Xu, H., Tu, H. & Wang, H., 2023, In: Comput. Networks. 233, p. 109882 1 p.

    Research output: Contribution to journalArticlepeer-review

    5 Scopus citations
  • Robust Task Offloading in Dynamic Edge Computing.

    Wang, H., Xu, H., Huang, H., Chen, M. & Chen, S., 2023, In: IEEE Trans. Mob. Comput.. 22, 1, p. 500-514 15 p., 1.

    Research output: Contribution to journalArticlepeer-review

    27 Scopus citations
  • Robust Zero-Shot Intent Detection via Contrastive Transfer Learning

    Maqbool, M. H., Khan, F. A., Siddique, A. B. & Foroosh, H., 2023, Proceedings - 17th IEEE International Conference on Semantic Computing, ICSC 2023. p. 49-56 8 p. (Proceedings - 17th IEEE International Conference on Semantic Computing, ICSC 2023).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Scopus citations
  • Scientific Error-bounded Lossy Compression with Super-resolution Neural Networks

    Liu, J., Di, S., Jin, S., Zhao, K., Liang, X., Chen, Z. & Cappello, F., 2023, Proceedings - 2023 IEEE International Conference on Big Data, BigData 2023. He, J., Palpanas, T., Hu, X., Cuzzocrea, A., Dou, D., Slezak, D., Wang, W., Gruca, A., Lin, J.C.-W. & Agrawal, R. (eds.). p. 229-236 8 p. (Proceedings - 2023 IEEE International Conference on Big Data, BigData 2023).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • SIGCSE Reads 2023: Cultural connections through fiction

    Bates, R., Goldsmith, J., Summet, V. & Veilleux, N., Mar 6 2023, SIGCSE 2023 - Proceedings of the 54th ACM Technical Symposium on Computer Science Education. p. 1222-1223 2 p. (SIGCSE 2023 - Proceedings of the 54th ACM Technical Symposium on Computer Science Education; vol. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • Single Update Sketch with Variable Counter Structure

    Melissourgos [email protected], D., Wang [email protected], H., Chen, S., Ma, C. & Chen, S., 2023, In: Proceedings of the VLDB Endowment. 16, 13, p. 4296-4309 14 p.

    Research output: Contribution to journalConference articlepeer-review

    1 Scopus citations
  • SofitMix: A Secure Offchain-Supported Bitcoin-Compatible Mixing Protocol

    Xie, H., Fei, S., Yan, Z. & Xiao, Y., Sep 1 2023, In: IEEE Transactions on Dependable and Secure Computing. 20, 5, p. 4311-4324 14 p.

    Research output: Contribution to journalArticlepeer-review

    5 Scopus citations
  • SoK: On Named Content and Inter-domain Routing

    Davis, J. S. & Calvert, K. L., Oct 8 2023, ICN 2023 - Proceedings of the 2023 10th ACM Conference on Information-Centric Networking. p. 55-66 12 p. (ICN 2023 - Proceedings of the 2023 10th ACM Conference on Information-Centric Networking).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • Spatiotemporally Adaptive Compression for Scientific Dataset with Feature Preservation - A Case Study on Simulation Data with Extreme Climate Events Analysis

    Gong, Q., Zhang, C., Liang, X., Reshniak, V., Chen, J., Rangarajan, A., Ranka, S., Vidal, N., Wan, L., Ullrich, P., Podhorszki, N., Jacob, R. & Klasky, S., 2023, Proceedings 2023 IEEE 19th International Conference on e-Science, e-Science 2023. (Proceedings 2023 IEEE 19th International Conference on e-Science, e-Science 2023).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • SZ3: A Modular Framework for Composing Prediction-Based Error-Bounded Lossy Compressors

    Liang, X., Zhao, K., Di, S., Li, S., Underwood, R., Gok, A. M., Tian, J., Deng, J., Calhoun, J. C., Tao, D., Chen, Z. & Cappello, F., Apr 1 2023, In: IEEE Transactions on Big Data. 9, 2, p. 485-498 14 p.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    46 Scopus citations
  • Task-specific self-supervision for CT image denoising

    Haque, A., Wang, A. & Al Zubaer Imran, A., 2023, In: Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization. 11, 6, p. 2196-2208 13 p.

    Research output: Contribution to journalArticlepeer-review

  • THEORETICAL CHARACTERIZATION OF THE GENERALIZATION PERFORMANCE OF OVERFITTED META-LEARNING

    Ju, P., Liang, Y. & Shroff, N. B., 2023.

    Research output: Contribution to conferencePaperpeer-review

    1 Scopus citations
  • Theory on Forgetting and Generalization of Continual Learning

    Lin, S., Ju, P., Liang, Y. & Shroff, N., 2023, In: Proceedings of Machine Learning Research. 202, p. 21078-21100 23 p.

    Research output: Contribution to journalConference articlepeer-review

    6 Scopus citations
  • Toward Feature-Preserving Vector Field Compression

    Liang, X., Di, S., Cappello, F., Raj, M., Liu, C., Ono, K., Chen, Z., Peterka, T. & Guo, H., Dec 1 2023, In: IEEE Transactions on Visualization and Computer Graphics. 29, 12, p. 5434-5450 17 p.

    Research output: Contribution to journalArticlepeer-review

    9 Scopus citations
  • Toward Open-domain Slot Filling via Self-supervised Co-training

    Mosharrof, A., Fereidouni, M. & Siddique, A. B., Apr 30 2023, ACM Web Conference 2023 - Proceedings of the World Wide Web Conference, WWW 2023. p. 1928-1937 10 p. (ACM Web Conference 2023 - Proceedings of the World Wide Web Conference, WWW 2023).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • Toward Programming Languages for Reasoning: Humans, Symbolic Systems, and AI Agents

    Marron, M., Oct 18 2023, Onward! 2023 - Proceedings of the 2023 ACM SIGPLAN International Symposium on New Ideas, New Paradigms, and Reflections on Programming and Software, Co-located with: SPLASH 2023. van der Storm, T. & Hirschfeld, R. (eds.). p. 136-152 17 p. (Onward! 2023 - Proceedings of the 2023 ACM SIGPLAN International Symposium on New Ideas, New Paradigms, and Reflections on Programming and Software, Co-located with: SPLASH 2023).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    1 Scopus citations
  • UCBlocker: Unwanted Call Blocking Using Anonymous Authentication

    Du, C., Yu, H., Xiao, Y., Hou, Y. T., Keromytis, A. D. & Lou, W., 2023, 32nd USENIX Security Symposium, USENIX Security 2023. p. 445-462 18 p. (32nd USENIX Security Symposium, USENIX Security 2023; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • V2G Optimization for Dispatchable Residential Load Operation and Minimal Utility Cost

    Alden, R. E., Timilsina, A., Silvestri, S. & Ionel, D. M., 2023, 2023 IEEE Transportation Electrification Conference and Expo, ITEC 2023. (2023 IEEE Transportation Electrification Conference and Expo, ITEC 2023).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Scopus citations
  • We Don’t Really Need Quaternions in Geometric Modeling, Computer Graphics and Animation: Here Is Why

    Cheng, F., Johnson, T. L., Kazadi, A., Toney, E. G., Watson, J. I. & Lin, A. J., 2023, In: Computer-Aided Design and Applications. 20, 6, p. 1061-1073 13 p.

    Research output: Contribution to journalArticlepeer-review

    Open Access
  • Wrapper-Based Federated Feature Selection for IoT Environments

    Mahanipour, A. & Khamfroush, H., 2023, 2023 International Conference on Computing, Networking and Communications, ICNC 2023. p. 214-219 6 p. (2023 International Conference on Computing, Networking and Communications, ICNC 2023).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    4 Scopus citations
  • X-IO: A High-performance Unified I/O Interface using Lock-free Shared Memory Processing

    Qi, S., Tsai, H. S., Liu, Y. S., Ramakrishnan, K. K. & Chen, J. C., 2023, 2023 IEEE 9th International Conference on Network Softwarization: Boosting Future Networks through Advanced Softwarization, NetSoft 2023 - Proceedings. Bernardos, C. J., Martini, B., Rojas, E., Verdi, F. L., Zhu, Z., Oki, E. & Parzyjegla, H. (eds.). p. 107-115 9 p. (2023 IEEE 9th International Conference on Network Softwarization: Boosting Future Networks through Advanced Softwarization, NetSoft 2023 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Scopus citations
  • Zero-Shot Generalizable End-to-End Task-Oriented Dialog System using Context Summarization and Domain Schema

    Mosharrof, A., Maqbool, M. H. & Siddique, A. B., 2023, In: Proceedings of the International Florida Artificial Intelligence Research Society Conference, FLAIRS. 36

    Research output: Contribution to journalConference articlepeer-review

    Open Access
  • 2022

    3D Deep Neural Network to Automatically Identify TSC Structural Brain Pathology based on MRI

    Shabanian, M., Al Zubaer Imran, A., Siddiqui, A., Davis, R. L. & Bissler, J. J., 2022, Medical Imaging 2022: Image Processing. Colliot, O., Isgum, I., Landman, B. A. & Loew, M. H. (eds.). 120322B. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12032).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Advit: Vision Transformer On Multi-Modality Pet Images For Alzheimer Disease Diagnosis

    Xing, X., Liang, G., Zhang, Y., Khanal, S., Lin, A. L. & Jacobs, N., 2022, ISBI 2022 - Proceedings: 2022 IEEE International Symposium on Biomedical Imaging. (Proceedings - International Symposium on Biomedical Imaging; vol. 2022-March).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    30 Scopus citations
  • Algorithmic Profiling for Real-World Complexity Problems

    Qin, B., Tu, T., Liu, Z., Yu, T. & Song, L., Jul 1 2022, In: IEEE Transactions on Software Engineering. 48, 7, p. 2680-2694 15 p.

    Research output: Contribution to journalArticlepeer-review

    3 Scopus citations
  • A lightweight Privacy-Preserving V2I Mutual Authentication Scheme using Cuckoo Filter in VANETs

    Moni, S. S. & Manivannan, D., 2022, In: Proceedings - IEEE Consumer Communications and Networking Conference, CCNC. p. 815-820 6 p.

    Research output: Contribution to journalConference articlepeer-review

    11 Scopus citations
  • A Low-Overhead Message Authentication and Secure Message Dissemination Scheme for VANETs

    Mistareehi, H. & Manivannan, D., Mar 2022, In: Network. 2, 1, p. 139-152 14 p.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    10 Scopus citations
  • A Machine Learning System to Improve the Performance of ASP Solving Based on Encoding Selection

    Liu, L., Truszczynski, M. & Lierler, Y., 2022, Logic Programming and Nonmonotonic Reasoning - 16th International Conference, LPNMR 2022, Proceedings. Gottlob, G., Inclezan, D. & Maratea, M. (eds.). p. 415-428 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13416 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Scopus citations
  • Analyzing Code-mixing in Linguistic Corpora Using Kratylos

    Finkel, R., Kaufman, D. & Shamim, A., Feb 2022, In: Journal on Computing and Cultural Heritage. 15, 1, 3.

    Research output: Contribution to journalArticlepeer-review

  • An On-Board Hardware Implementation of AODV Routing Protocol in VANET: Design and Experimental Evaluation

    Mistareehi, H., Salameh, H. B. & Manivannan, D., 2022, 2022 9th International Conference on Internet of Things, Systems, Management and Security, IOTSMS 2022. Lloret Mauri, J., Boubchir, L., Jararweh, Y., Benkhelifa, E. & Saleh, I. (eds.). (2022 9th International Conference on Internet of Things, Systems, Management and Security, IOTSMS 2022).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Scopus citations
  • Arch-Tech: Reading “Invisible” Dead Sea Scrolls

    Chapman, C. & Seales, W. B., Dec 2022, In: Biblical Archaeology Review. 48, 4

    Research output: Contribution to journalComment/debate

  • A Secure and Improved Safety Message Collection with Increased Privacy-Preserving Algorithm for VANETs

    Mistareehi, H., Manivannan, D. & Salameh, H. B., 2022, 2022 9th International Conference on Social Networks Analysis, Management and Security, SNAMS 2022. Ceravolo, P., Guetl, C., Jararweh, Y. & Benkhelifa, E. (eds.). (2022 9th International Conference on Social Networks Analysis, Management and Security, SNAMS 2022).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • Assessing a Synergistic Use of Alternate Broadband Delivery Models in Rural Areas

    Max-Onakpoya, E. & Baker, C. E., 2022, 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2022. p. 5-8 4 p. (2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2022).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Scopus citations
  • A Structure-Aware Method for Direct Pose Estimation

    Blanton, H., Workman, S. & Jacobs, N., 2022, Proceedings - 2022 IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2022. p. 205-214 10 p. (Proceedings - 2022 IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2022).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    6 Scopus citations
  • Automatic Segmentation of Sinkholes Using a Convolutional Neural Network

    Rafique, M. U., Zhu, J. & Jacobs, N., Feb 2022, In: Earth and Space Science. 9, 2, e2021EA002195.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    16 Scopus citations
  • Communication-Loss Trade-Off in Federated Learning: A Distributed Client Selection Algorithm

    Hosseinzadeh, M., Hudson, N., Heshmati, S. & Khamfroush, H., 2022, In: Proceedings - IEEE Consumer Communications and Networking Conference, CCNC.

    Research output: Contribution to journalConference articlepeer-review

    9 Scopus citations
  • Content-Aware Detection of Temporal Metadata Manipulation

    Padilha, R., Salem, T., Workman, S., Andalo, F. A., Rocha, A. & Jacobs, N., 2022, In: IEEE Transactions on Information Forensics and Security. 17, p. 1316-1327 12 p.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    6 Scopus citations
  • Contrastive Cross-Modal Pre-Training: A General Strategy for Small Sample Medical Imaging

    Liang, G., Greenwell, C., Zhang, Y., Xing, X., Wang, X., Kavuluru, R. & Jacobs, N., Apr 1 2022, In: IEEE Journal of Biomedical and Health Informatics. 26, 4, p. 1640-1649 10 p.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    9 Scopus citations