Search results

  • 2022

    Personalizing Task-oriented Dialog Systems via Zero-shot Generalizable Reward Function

    Siddique, A. B., Maqbool, M. H., Taywade, K. & Foroosh, H., Oct 17 2022, CIKM 2022 - Proceedings of the 31st ACM International Conference on Information and Knowledge Management. p. 1787-1797 11 p. (International Conference on Information and Knowledge Management, Proceedings).

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

    Open Access
    12 Scopus citations
  • Proactive Prioritization of App Issues via Contrastive Learning

    Fereidouni, M., Mosharrof, A., Farooq, U. & Siddique, A. B., 2022, Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022. Tsumoto, S., Ohsawa, Y., Chen, L., Van den Poel, D., Hu, X., Motomura, Y., Takagi, T., Wu, L., Xie, Y., Abe, A. & Raghavan, V. (eds.). p. 535-544 10 p. (Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022).

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

    Open Access
    4 Scopus citations
  • Prospect Theory-inspired Automated P2P Energy Trading with Q-learning-based Dynamic Pricing

    Timilsina, A. & Silvestri, S., 2022, In: Proceedings - IEEE Global Communications Conference, GLOBECOM. p. 4836-4841 6 p.

    Research output: Contribution to journalConference articlepeer-review

    Open Access
    5 Scopus citations
  • QoS-Aware Priority-Based Task Offloading for Deep Learning Services at the Edge

    Hosseinzadeh, M., Wachal, A., Khamfroush, H. & Lucani, D. E., 2022, In: Proceedings - IEEE Consumer Communications and Networking Conference, CCNC. p. 319-325 7 p.

    Research output: Contribution to journalConference articlepeer-review

    6 Scopus citations
  • ReCDroid+: Automated End-To-End Crash Reproduction from Bug Reports for Android Apps

    Zhao, Y., Su, T., Liu, Y., Zheng, W., Wu, X., Kavuluru, R., Halfond, W. G. J. & Yu, T., Jul 2022, In: ACM Transactions on Software Engineering and Methodology. 31, 3, 36.

    Research output: Contribution to journalArticlepeer-review

    19 Scopus citations
  • Region-adaptive, Error-controlled Scientific Data Compression using Multilevel Decomposition

    Gong, Q., Whitney, B., Zhang, C., Liang, X., Rangarajan, A., Chen, J., Wan, L., Ullrich, P., Liu, Q., Jacob, R., Ranka, S. & Klasky, S., Jul 6 2022, Scientific and Statistical Database Management - 34th International Conference, SSDBM 2022 - Proceedings. Pourabbas, E., Zhou, Y., Li, Y. & Yang, B. (eds.). 5. (ACM International Conference Proceeding Series).

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

    Open Access
    3 Scopus citations
  • Regulating artificial intelligence: Proposal for a global solution

    Erdélyi, O. J. & Goldsmith, J., Oct 2022, In: Government Information Quarterly. 39, 4, 101748.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    18 Scopus citations
  • Relating Preference Languages By Their Expressive Power

    Huelsman, M. & Truszczynski, M., 2022, In: Proceedings of the International Florida Artificial Intelligence Research Society Conference, FLAIRS. 35

    Research output: Contribution to journalConference articlepeer-review

    Open Access
    3 Scopus citations
  • Salience as a Narrative Planning Step Cost Function

    Ware, S. G. & Farrell, R., 2022, 2022 IEEE Conference on Games, CoG 2022. p. 433-440 8 p. (IEEE Conference on Computatonal Intelligence and Games, CIG; vol. 2022-August).

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

  • Salience Vectors for Measuring Distance between Stories

    Farrell, R., Fisher, M. & Ware, S. G., Oct 11 2022, In: Proceedings - AAAI Artificial Intelligence and Interactive Digital Entertainment Conference, AIIDE. 18, 1, p. 95-104 10 p.

    Research output: Contribution to journalConference articlepeer-review

    Open Access
  • Salient Object Detection in the Deep Learning Era: An In-Depth Survey

    Wang, W., Lai, Q., Fu, H., Shen, J., Ling, H. & Yang, R., Jun 1 2022, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 44, 6, p. 3239-3259 21 p.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    420 Scopus citations
  • SIGCSE Reads 2022: Using Challenging Stories in your Classroom

    Bates, R., Burton, E., Summet, V., Veilleux, N. & Goldsmith, J., Mar 3 2022, SIGCSE 2022 - Proceedings of the 53rd ACM Technical Symposium on Computer Science Education V.2. p. 1061-1062 2 p. (SIGCSE 2022 - Proceedings of the 53rd ACM Technical Symposium on Computer Science Education V.2).

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

    1 Scopus citations
  • Smart Edge-Enabled Traffic Light Control: Improving Reward-Communication Trade-offs with Federated Reinforcement Learning

    Hudson, N., Oza, P., Khamfroush, H. & Chantem, T., 2022, Proceedings - 2022 IEEE International Conference on Smart Computing, SMARTCOMP 2022. p. 40-47 8 p. (Proceedings - 2022 IEEE International Conference on Smart Computing, SMARTCOMP 2022).

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

    11 Scopus citations
  • Solution Density and Search Strategy in Narrative Generation

    Siler, C. & Ware, S. G., Dec 1 2022, In: IEEE Transactions on Games. 14, 4, p. 715-724 10 p.

    Research output: Contribution to journalArticlepeer-review

    3 Scopus citations
  • Solving Problems in PH with ASP(Q): Preliminary Results

    Amendola, G., Cuteri, B., Ricca, F. & Truszczynski, M., Aug 4 2022, In: Electronic Proceedings in Theoretical Computer Science, EPTCS. 364, p. 25-26 2 p.

    Research output: Contribution to journalConference articlepeer-review

    Open Access
  • Solving Problems in the Polynomial Hierarchy with ASP(Q)

    Amendola, G., Cuteri, B., Ricca, F. & Truszczynski, M., 2022, Logic Programming and Nonmonotonic Reasoning - 16th International Conference, LPNMR 2022, Proceedings. Gottlob, G., Inclezan, D. & Maratea, M. (eds.). p. 373-386 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

    4 Scopus citations
  • SPRIGHT: Extracting the Server from Serverless Computing! High-performance ebpf-based Event-driven, Shared-memory Processing

    Qi, S., Monis, L., Zeng, Z., Wang, I. C. & Ramakrishnan, K. K., Aug 22 2022, SIGCOMM 2022 - Proceedings of the ACM SIGCOMM 2022 Conference. p. 780-794 15 p. (SIGCOMM 2022 - Proceedings of the ACM SIGCOMM 2022 Conference).

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

    Open Access
    54 Scopus citations
  • Squeezing More Utility via Adaptive Clipping on Differentially Private Gradients in Federated Meta-Learning

    Wang, N., Xiao, Y., Chen, Y., Zhang, N., Lou, W. & Thomas Hou, Y., Dec 5 2022, Proceedings - 38th Annual Computer Security Applications Conference, ACSAC 2022. p. 647-657 11 p. (ACM International Conference Proceeding Series).

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

    Open Access
    2 Scopus citations
  • Supporting Dynamic Secure Interdomain Routing

    Schulz, L. C., Moghadam, E. E., Garcia-Pardo, J. A., Hausheer, D. & Calvert, K., 2022, 2022 IEEE 30th International Conference on Network Protocols, ICNP 2022. (Proceedings - International Conference on Network Protocols, ICNP; vol. 2022-October).

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

    1 Scopus citations
  • Supporting Real-time Networkwide T-Queries in High-speed Networks.

    Wang, Y., Wang, H., Ma, C. & Chen, S., 2022, ICDCS. p. 1-11 11 p.

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

  • The X-Ray Micro-CT of a Full Parchment Codex to Recover Hidden Text: Morgan Library M.910, an Early Coptic Acts of the Apostles Manuscript

    Dilley, P. C., Chapman, C., Parker, C. S. & Seales, W. B., Jun 2022, In: Manuscript Studies. 7, 1, p. 162-174 13 p.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    2 Scopus citations
  • Toward Quantity-of-Interest Preserving Lossy Compression for Scientific Data

    Jiao, P., Di, S., Guo, H., Zhao, K., Tian, J., Tao, D., Liang, X. & Cappello, F., 2022, In: Proceedings of the VLDB Endowment. 16, 4, p. 697-710 14 p.

    Research output: Contribution to journalArticlepeer-review

    12 Scopus citations
  • Ultrafast Error-bounded Lossy Compression for Scientific Datasets

    Yu, X., Di, S., Zhao, K., Tian, J., Tao, D., Liang, X. & Cappello, F., Jun 27 2022, HPDC 2022 - Proceedings of the 31st International Symposium on High-Performance Parallel and Distributed Computing. p. 159-171 13 p. (HPDC 2022 - Proceedings of the 31st International Symposium on High-Performance Parallel and Distributed Computing).

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

    19 Scopus citations
  • Understanding the Generalization Power of Overfitted NTK Models: 3-layer vs. 2-layer (Extended Abstract)

    Ju, P., Lin, X. & Shroff, N. B., 2022, 2022 58th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2022. (2022 58th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2022).

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

    1 Scopus citations
  • Using Machine Learning and Behavioral Patterns Observed by Automated Feeders and Accelerometers for the Early Indication of Clinical Bovine Respiratory Disease Status in Preweaned Dairy Calves

    Cantor, M. C., Casella, E., Silvestri, S., Renaud, D. L. & Costa, J. H. C., 2022, In: Frontiers in Animal Science. 3, 852359.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    20 Scopus citations
  • Using machine learning and precision livestock farming technology for early indication of health status in preweaned dairy calves

    Cantor, M. C., Casella, E., Silvestri, S., Renaud, D. L. & Costa, J. H. C., 2022, Precision Livestock Farming 2022 - Papers Presented at the 10th European Conference on Precision Livestock Farming, ECPLF 2022. Berckmans, D., Oczak, M., Iwersen, M. & Wagener, K. (eds.). p. 808-814 7 p. (Precision Livestock Farming 2022 - Papers Presented at the 10th European Conference on Precision Livestock Farming, ECPLF 2022).

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

  • Using Multi-Armed Bandits to Dynamically Update Player Models in an Experience Managed Environment

    Vinogradov, A. & Harrison, B., Oct 11 2022, In: Proceedings - AAAI Artificial Intelligence and Interactive Digital Entertainment Conference, AIIDE. 18, 1, p. 207-214 8 p.

    Research output: Contribution to journalConference articlepeer-review

    Open Access
    3 Scopus citations
  • Virtual Filter for Non-Duplicate Sampling With Network Applications.

    Ma, C., Wang, H., Odegbile, O. O., Chen, S. & Melissourgos, D., 2022, In: IEEE/ACM Trans. Netw.. 30, 6, p. 2818-2833 16 p., 6.

    Research output: Contribution to journalArticlepeer-review

    3 Scopus citations
  • Welcome Message from the ICNP 2022 General Chairs

    Silvestri, S. & Fei, Z., 2022, In: Proceedings - International Conference on Network Protocols, ICNP. 2022-October

    Research output: Contribution to journalEditorial

    Open Access
  • Zero-label Anaphora Resolution for Off-Script User Queries in Goal-Oriented Dialog Systems

    Maqbool, M. H., Xu, L., Siddique, A. B., Montazeri, N., Hristidis, V. & Foroosh, H., 2022, Proceedings - 16th IEEE International Conference on Semantic Computing, ICSC 2022. p. 217-224 8 p. (Proceedings - 16th IEEE International Conference on Semantic Computing, ICSC 2022).

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

    5 Scopus citations
  • 2021

    3M: Multi-style image caption generation using Multi-modality features under Multi-UPDOWN model

    Li, C. & Harrison, B., 2021, In: Proceedings of the International Florida Artificial Intelligence Research Society Conference, FLAIRS. 34

    Research output: Contribution to journalConference articlepeer-review

    Open Access
    2 Scopus citations
  • Accelerating multigrid-based hierarchical scientific data refactoring on GPUs

    Chen, J., Wan, L., Liang, X., Whitney, B., Liu, Q., Pugmire, D., Thompson, N., Choi, J. Y., Wolf, M., Munson, T., Foster, I. & Klasky, S., May 2021, Proceedings - 2021 IEEE 35th International Parallel and Distributed Processing Symposium, IPDPS 2021. p. 859-868 10 p. 9460526. (Proceedings - 2021 IEEE 35th International Parallel and Distributed Processing Symposium, IPDPS 2021).

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

    Open Access
    11 Scopus citations
  • Achieving high reliability and throughput in software defined networks.

    Yang, X., Xu, H., Liu, J., Qian, C., Fan, X., Huang, H. & Wang, H., 2021, In: Comput. Networks. 197, p. 108271 1 p.

    Research output: Contribution to journalArticlepeer-review

    5 Scopus citations
  • A Framework for Edge Intelligent Smart Distribution Grids via Federated Learning

    Hudson, N., Hossain, M. J., Hosseinzadeh, M., Khamfroush, H., Rahnamay-Naeini, M. & Ghani, N., Jul 2021, 30th International Conference on Computer Communications and Networks, ICCCN 2021. (Proceedings - International Conference on Computer Communications and Networks, ICCCN; vol. 2021-July).

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

    25 Scopus citations
  • A Latency-Defined Edge Node Placement Scheme for Opportunistic Smart Cities

    Madamori, O., Max-Onakpoya, E., Erhardt, G. D. & Baker, C. E., Mar 22 2021, 2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2021. p. 142-147 6 p. 9430977. (2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2021).

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

    3 Scopus citations
  • Alzheimer's Disease Classification Using 2D Convolutional Neural Networks

    Liang, G., Xing, X., Liu, L., Zhang, Y., Ying, Q., Lin, A.-L. & Jacobs, N., Nov 2021, In: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2021, p. 3008-3012 5 p.

    Research output: Contribution to journalArticlepeer-review

    19 Scopus citations
  • Alzheimer's Disease Classification Using Genetic Data

    Khanal, S., Chen, J., Jacobs, N. & Lin, A. L., 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.). p. 2245-2252 8 p. (Proceedings - 2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021).

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

    3 Scopus citations
  • Anchored Team Formation Games

    Schlueter, J., Addington, C. & Goldsmith, J., 2021, In: Proceedings of the International Florida Artificial Intelligence Research Society Conference, FLAIRS. 34

    Research output: Contribution to journalConference articlepeer-review

    Open Access
    1 Scopus citations
  • A reinforcement learning approach for user preference-aware energy sharing systems

    Timilsina, A., Khamesi, A. R., Agate, V. & Silvestri, S., Sep 2021, In: IEEE Transactions on Green Communications and Networking. 5, 3, p. 1138-1153 16 p., 9424189.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    13 Scopus citations
  • A scalable and distributed architecture for secure and privacy-preserving authentication and message dissemination in VANETs

    Moni, S. S. & Manivannan, D., Mar 2021, In: Internet of Things (Netherlands). 13, 100350.

    Research output: Contribution to journalArticlepeer-review

    28 Scopus citations
  • A secure and distributed architecture for vehicular cloud

    Mistareehi, H., Islam, T. & Manivannan, D., Mar 2021, In: Internet of Things (Netherlands). 13, 100355.

    Research output: Contribution to journalArticlepeer-review

    10 Scopus citations
  • Assessing Container Network Interface Plugins: Functionality, Performance, and Scalability

    Qi, S., Kulkarni, S. G. & Ramakrishnan, K. K., Mar 2021, In: IEEE Transactions on Network and Service Management. 18, 1, p. 656-671 16 p., 9309003.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    35 Scopus citations
  • A Survey on Mainstream Dimensions of Edge Computing.

    Wang, Y., Wang, H., Chen, S. & Xia, Y., 2021, ICISDM. p. 46-54 9 p.

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

    4 Scopus citations
  • Attack Context Embedded Data Driven Trust Diagnostics in Smart Metering Infrastructure

    Bhattacharjee, S., Madhavarapu, V. P. K., Silvestri, S. & Das, S. K., Feb 2021, In: ACM Transactions on Privacy and Security. 24, 2, 9.

    Research output: Contribution to journalArticlepeer-review

    15 Scopus citations
  • Beast: Scalable Exploratory Analytics on Spatiooral Data

    Eldawy, A., Hristidis, V., Ghosh, S., Saeedan, M., Sevim, A., Siddique, A. B., Singla, S., Sivaram, G., Vu, T. & Zhang, Y., Oct 26 2021, CIKM 2021 - Proceedings of the 30th ACM International Conference on Information and Knowledge Management. p. 3796-3807 12 p. (International Conference on Information and Knowledge Management, Proceedings).

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

    Open Access
    16 Scopus citations
  • Behavioral Information Diffusion for Opinion Maximization in Online Social Networks

    Hudson, N. & Khamfroush, H., Apr 1 2021, In: IEEE Transactions on Network Science and Engineering. 8, 2, p. 1259-1268 10 p., 9241429.

    Research output: Contribution to journalArticlepeer-review

    16 Scopus citations
  • Beta-bezier curves

    Cheng, F., Kazadi, A. N. & Lin, A. J., 2021, In: Computer-Aided Design and Applications. 18, 6, p. 1265-1278 14 p.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    3 Scopus citations
  • Bias Adaptive Statistical Inference Learning Agents for Learning from Human Feedback

    Watson, J. & Harrison, B., 2021, In: Proceedings of the International Florida Artificial Intelligence Research Society Conference, FLAIRS. 34

    Research output: Contribution to journalConference articlepeer-review

    Open Access
  • Challenges and New Directions in Securing Spectrum Access Systems

    Shi, S., Xiao, Y., Lou, W., Wang, C., Li, X., Hou, Y. T. & Reed, J. H., Apr 15 2021, In: IEEE Internet of Things Journal. 8, 8, p. 6498-6518 21 p., 9372931.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    16 Scopus citations
  • Checking Network Security Policy Violations via Natural Language Questions

    Shi, P., Song, Y., Fei, Z. & Griffioen, J., Jul 2021, 30th International Conference on Computer Communications and Networks, ICCCN 2021. (Proceedings - International Conference on Computer Communications and Networks, ICCCN; vol. 2021-July).

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

    2 Scopus citations