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  • 2024

    Forte: An Interactive Visual Analytic Tool for Trust-Augmented Net Load Forecasting

    Bhattacharjee, K., Kundu, S., Chakraborty, I. & Dasgupta, A., 2024, 2024 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2024. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2024).

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

  • 2023

    A Human-in-the-loop Workflow for Multi-Factorial Sensitivity Analysis of Algorithmic Rankers

    Yuan, J. & Dasgupta, A., Jun 18 2023, HILDA 2023 - Workshop on Human-In-the-Loop Data Analytics - Co-located with SIGMOD 2023. Association for Computing Machinery, Inc, 3605221. (HILDA 2023 - Workshop on Human-In-the-Loop Data Analytics - Co-located with SIGMOD 2023).

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

  • Attacking Neural Networks with Neural Networks: Towards Deep Synchronization for Backdoor Attacks

    Guan, Z., Sun, L., Du, M. & Liu, N., Oct 21 2023, CIKM 2023 - Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 608-618 11 p. (International Conference on Information and Knowledge Management, Proceedings).

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

    2 Scopus citations

  • Billion-scale Detection of Isomorphic Nodes

    Cappelletti, L., Fontana, T., Reese, J. & Bader, D. A., 2023, 2023 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2023. Institute of Electrical and Electronics Engineers Inc., p. 230-233 4 p. (2023 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2023).

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

    1 Scopus citations

  • Deep Serial Number: Computational Watermark for DNN Intellectual Property Protection

    Tang, R., Du, M. & Hu, X., 2023, Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track - European Conference, ECML PKDD 2023, Proceedings. De Francisci Morales, G., Bonchi, F., Perlich, C., Ruchansky, N., Kourtellis, N. & Baralis, E. (eds.). Springer Science and Business Media Deutschland GmbH, p. 157-173 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14174 LNAI).

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

  • Differential Privacy in HyperNetworks for Personalized Federated Learning

    Nemala, V., Lai, P. & Phan, N. H., Oct 21 2023, CIKM 2023 - Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 4224-4228 5 p. (International Conference on Information and Knowledge Management, Proceedings).

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

    Open Access
    1 Scopus citations

  • Error Detection on Knowledge Graphs with Triple Embedding

    Liu, Y., Zhang, Q., Du, M., Huang, X. & Hu, X., 2023, 31st European Signal Processing Conference, EUSIPCO 2023 - Proceedings. European Signal Processing Conference, EUSIPCO, p. 1604-1608 5 p. (European Signal Processing Conference).

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

    1 Scopus citations

  • Exposing Model Theft: A Robust and Transferable Watermark for Thwarting Model Extraction Attacks

    Tang, R., Wigington, C., Jin, H., Jain, R., Du, M. & Hu, X., Oct 21 2023, CIKM 2023 - Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 4315-4319 5 p. (International Conference on Information and Knowledge Management, Proceedings).

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

    Open Access
    1 Scopus citations

  • Fairness via Group Contribution Matching

    Li, T., Li, Z., Li, A., Du, M., Liu, A., Guo, Q., Meng, G. & Liu, Y., 2023, Proceedings of the 32nd International Joint Conference on Artificial Intelligence, IJCAI 2023. Elkind, E. (ed.). International Joint Conferences on Artificial Intelligence, p. 436-445 10 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2023-August).

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

    5 Scopus citations

  • Mitigating Algorithmic Bias with Limited Annotations

    Wang, G., Du, M., Liu, N., Zou, N. & Hu, X., 2023, Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Proceedings. Koutra, D., Plant, C., Gomez Rodriguez, M., Baralis, E. & Bonchi, F. (eds.). Springer Science and Business Media Deutschland GmbH, p. 241-258 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14170 LNAI).

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

    1 Scopus citations

  • Parallel Suffix Sorting for Large String Analytics

    Du, Z., Zhang, S. & Bader, D. A., 2023, Parallel Processing and Applied Mathematics - 14th International Conference, PPAM 2022, Revised Selected Papers. Wyrzykowski, R., Dongarra, J., Deelman, E. & Karczewski, K. (eds.). Springer Science and Business Media Deutschland GmbH, p. 71-82 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13826 LNCS).

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

    1 Scopus citations

  • Robustness Challenges in Model Distillation and Pruning for Natural Language Understanding

    Du, M., Mukherjee, S., Cheng, Y., Shokouhi, M., Hu, X. & Awadallah, A. H., 2023, EACL 2023 - 17th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 1758-1770 13 p. (EACL 2023 - 17th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference).

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

    4 Scopus citations

  • Toward Policy Transparency and Real-Time Policy Assessment

    Chun, S. A., Yusuf, F., Vasudevan, S., Renda, M., Li, C. Y. & Geller, J., Jul 11 2023, Proceedings of the 24th Annual International Conference on Digital Government Research - Together in the Unstable World: Digital Government and Solidarity, DGO 2023. Cid, D. D. (ed.). Association for Computing Machinery, p. 660-662 3 p. (ACM International Conference Proceeding Series).

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

  • Two-Stage Fine-Tuning for Improved Bias and Variance for Large Pretrained Language Models

    Wang, L., Li, Y., Miller, T., Bethard, S. & Savova, G., 2023, Long Papers. Association for Computational Linguistics (ACL), p. 15746-15761 16 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).

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

  • Using annotation for computerized support for fast skimming of cardiology electronic health record notes

    Dehkordi, M. K. H., Einstein, A. J., Zhou, S., Elhanan, G., Perl, Y., Keloth, V. K., Geller, J. & Liu, H., 2023, Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023. Jiang, X., Wang, H., Alhajj, R., Hu, X., Engel, F., Mahmud, M., Pisanti, N., Cui, X. & Song, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 4043-4050 8 p. (Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023).

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

    1 Scopus citations

  • VALUE: Visual Analytics driven Linked data Utility Evaluation

    Bhattacharjee, K. & Dasgupta, A., Jun 18 2023, HILDA 2023 - Workshop on Human-In-the-Loop Data Analytics - Co-located with SIGMOD 2023. Association for Computing Machinery, Inc, 3605225. (HILDA 2023 - Workshop on Human-In-the-Loop Data Analytics - Co-located with SIGMOD 2023).

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

  • XGBD: Explanation-Guided Graph Backdoor Detection

    Guan, Z., Du, M. & Liu, N., Sep 28 2023, ECAI 2023 - 26th European Conference on Artificial Intelligence, including 12th Conference on Prestigious Applications of Intelligent Systems, PAIS 2023 - Proceedings. Gal, K., Gal, K., Nowe, A., Nalepa, G. J., Fairstein, R. & Radulescu, R. (eds.). IOS Press BV, p. 932-939 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 372).

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

    Open Access
    1 Scopus citations

  • XRAND: Differentially Private Defense against Explanation-Guided Attacks

    Nguyen, T., Lai, P., Phan, H. & Thai, M. T., Jun 27 2023, AAAI-23 Technical Tracks 10. Williams, B., Chen, Y. & Neville, J. (eds.). AAAI press, p. 11873-11881 9 p. (Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023; vol. 37).

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

    4 Scopus citations

  • Zone-based Federated Learning for Mobile Sensing Data

    Jiang, X., On, T., Phan, N., Mohammadi, H., Mayyuri, V. D., Chen, A., Jin, R. & Borcea, C., 2023, 2023 IEEE International Conference on Pervasive Computing and Communications, PerCom 2023. Institute of Electrical and Electronics Engineers Inc., p. 141-148 8 p. (2023 IEEE International Conference on Pervasive Computing and Communications, PerCom 2023).

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

    Open Access
    4 Scopus citations
  • 2022

    An Ontology for the Social Determinants of Health Domain

    Kollapally, N. M., Chen, Y., Xu, J. & Geller, J., 2022, Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022. Adjeroh, D., Long, Q., Shi, X., Guo, F., Hu, X., Aluru, S., Narasimhan, G., Wang, J., Kang, M., Mondal, A. M. & Liu, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2403-2410 8 p. (Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022).

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

    Open Access
    3 Scopus citations

  • Anonymous Traceback for End-to-End Encryption

    Kenney, E., Tang, Q. & Wu, C., 2022, Computer Security – ESORICS 2022 - 27th European Symposium on Research in Computer Security, Proceedings. Atluri, V., Di Pietro, R., Jensen, C. D. & Meng, W. (eds.). Springer Science and Business Media Deutschland GmbH, p. 42-62 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13555 LNCS).

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

    1 Scopus citations

  • CHARACTERIZING MEDICAL ANDROID APPS

    Samuel, R., Neamtiu, I., Rahaman, S. & Geller, J., 2022, 15th International Conference on ICT, Society and Human Beings, ICT 2022, 19th International Conference on Web Based Communities and Social Media, WBC 2022 and 14th International Conference on e-Health, EH 2022 - Held at the 16th Multi Conference on Computer Science and Information Systems, MCCSIS 2022. IADIS Press, p. 155-162 8 p. (15th International Conference on ICT, Society and Human Beings, ICT 2022, 19th International Conference on Web Based Communities and Social Media, WBC 2022 and 14th International Conference on e-Health, EH 2022 - Held at the 16th Multi Conference on Computer Science and Information Systems, MCCSIS 2022).

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

  • Enhancing COVID-19 Ensemble Forecasting Model Performance Using Auxiliary Data Sources

    Adiga, A., Kaur, G., Hurt, B., Wang, L., Porebski, P., Venkatramanan, S., Lewis, B. & Marathe, M., 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.). Institute of Electrical and Electronics Engineers Inc., p. 1594-1603 10 p. (Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022).

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

    5 Scopus citations

  • Heterogeneous Randomized Response for Differential Privacy in Graph Neural Networks

    Tran, K., Lai, P., Phan, N. H., Khalil, I., Ma, Y., Khreishah, A., Thai, M. T. & Wu, X., 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.). Institute of Electrical and Electronics Engineers Inc., p. 1582-1587 6 p. (Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022).

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

    Open Access
    2 Scopus citations

  • Secure and Efficient Agreement Signing Atop Blockchain and Decentralized Identity

    He, S., Sun, T., Tang, Q., Wu, C., Lipka, N., Wigington, C. & Jain, R., 2022, Blockchain and Trustworthy Systems - 4th International Conference, BlockSys 2022, Revised Selected Papers. Svetinovic, D., Zhang, Y., Huang, X., Luo, X. & Chen, X. (eds.). Springer Science and Business Media Deutschland GmbH, p. 3-17 15 p. (Communications in Computer and Information Science; vol. 1679 CCIS).

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

    1 Scopus citations

  • Un-Fair Trojan: Targeted Backdoor Attacks Against Model Fairness

    Furth, N., Khreishah, A., Liu, G., Phan, N. H. & Jararweh, Y., 2022, 2022 9th International Conference on Software Defined Systems, SDS 2022. Boubshir, L., Daachi, B., Mokrane, A., Jararweh, Y. & Elhadj, B. (eds.). Institute of Electrical and Electronics Engineers Inc., (2022 9th International Conference on Software Defined Systems, SDS 2022).

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

    2 Scopus citations

  • User-Entity Differential Privacy in Learning Natural Language Models

    Lai, P., Phan, N. H., Sun, T., Jain, R., Dernoncourt, F., Gu, J. & Barmpalios, N., 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.). Institute of Electrical and Electronics Engineers Inc., p. 1465-1474 10 p. (Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022).

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

    Open Access
  • 2021

    Anti-Section Transitive Closure

    Green, O., Du, Z., Patel, S., Xie, Z., Liu, H. & Bader, D. A., 2021, Proceedings - 2021 IEEE 28th International Conference on High Performance Computing, Data, and Analytics, HiPC 2021. Institute of Electrical and Electronics Engineers Inc., p. 192-201 10 p. (Proceedings - 2021 IEEE 28th International Conference on High Performance Computing, Data, and Analytics, HiPC 2021).

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

    4 Scopus citations

  • A Synergetic Attack against Neural Network Classifiers combining Backdoor and Adversarial Examples

    Liu, G., Khalil, I., Khreishah, A. & Phan, N. H., 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. 834-846 13 p. (Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021).

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

    Open Access
    6 Scopus citations

  • Beyond Visual Analytics: Human-Machine Teaming for AI-Driven Data Sensemaking

    Wenskovitch, J., Fallon, C., Miller, K. & Dasgupta, A., 2021, Proceedings - 2021 IEEE Workshop on TRust and EXpertise in Visual Analytics, TREX 2021. Institute of Electrical and Electronics Engineers Inc., p. 40-44 5 p. (Proceedings - 2021 IEEE Workshop on TRust and EXpertise in Visual Analytics, TREX 2021).

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

    8 Scopus citations

  • C-Eval: A Unified Metric to Evaluate Feature-based Explanations via Perturbation

    Vu, M. N., Nguyen, T. D., Phan, N. H., Gera, R. & Thai, M. T., 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. 927-937 11 p. (Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021).

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

    Open Access
    3 Scopus citations

  • Continual Learning with Differential Privacy

    Desai, P., Lai, P., Phan, N. H. & Thai, M. T., 2021, Neural Information Processing - 28th International Conference, ICONIP 2021, Proceedings. Mantoro, T., Lee, M., Ayu, M. A., Wong, K. W. & Hidayanto, A. N. (eds.). Springer Science and Business Media Deutschland GmbH, p. 334-343 10 p. (Communications in Computer and Information Science; vol. 1517 CCIS).

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

    4 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

  • 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

    Open Access
    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

    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
    1 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

  • LAGraph: Linear Algebra, Network Analysis Libraries, and the Study of Graph Algorithms

    Szarnyas, G., Bader, D. A., Davis, T. A., Kitchen, J., Mattson, T. G., McMillan, S. & Welch, E., Jun 2021, 2021 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2021 - In conjunction with IEEE IPDPS 2021. Institute of Electrical and Electronics Engineers Inc., p. 243-252 10 p. 9460638. (2021 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2021 - In conjunction with IEEE IPDPS 2021).

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

    Open Access
    5 Scopus citations

  • 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
    9 Scopus citations

  • 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

    Open Access
    1 Scopus citations

  • Social and Motivational Factors for the Spread of Physical Activities in a Health Social Network

    Phan, N. H., Kil, D., Piniewski, B. & Dou, D., 2021, Computational Data and Social Networks - 10th International Conference, CSoNet 2021, Proceedings. Mohaisen, D. & Jin, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 184-196 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13116 LNCS).

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

  • 2020

    Accelerating and Expanding End-to-End Data Science Workflows with DL/ML Interoperability Using RAPIDS

    Richardson, B., Rees, B., Drabas, T., Oldridge, E., Bader, D. A. & Allen, R., Aug 23 2020, KDD 2020 - Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 3503-3504 2 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

    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

    5 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

    10 Scopus citations

  • Brain tumor classification with tumor segmentations and a dual path residual convolutional neural network from MRI and pathology images

    Xue, Y., Yang, Y., Farhat, F. G., Shih, F. Y., Boukrina, O., Barrett, A. M., Binder, J. R., Graves, W. W. & Roshan, U. 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. 360-367 8 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

    18 Scopus citations

  • Challenges in predicting glioma survival time in multi-modal deep networks

    Aljouie, A., Xue, Y., Xie, M. & 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. 2558-2562 5 p. 9313512. (Proceedings - 2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020).

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

  • Classification of histopathology images with random depthwise convolutional neural networks

    Yang, Y., Farhat, F. G., Xue, Y., Shih, F. Y. & Roshan, U., Sep 30 2020, Proceedings of 2020 7th International Conference on Bioinformatics Research and Applications, ICBRA 2020. Association for Computing Machinery, p. 22-27 6 p. 3440072. (ACM International Conference Proceeding Series).

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

  • Generating Training Data for Concept-Mining for an 'Interface Terminology' Annotating Cardiology EHRs

    Keloth, V. K., Zhou, S., Einstein, A. J., Elhanan, G., Chen, Y., Geller, J. & Perl, Y., 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. 1728-1735 8 p. 9313435. (Proceedings - 2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020).

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

    1 Scopus citations

  • Mining Concepts for a COVID Interface Terminology for Annotation of EHRs

    Keloth, V. K., Zhou, S., Lindemann, L., Elhanan, G., Einstein, A. J., Geller, J. & Perl, Y., Dec 10 2020, Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020. Wu, X., Jermaine, C., Xiong, L., Hu, X. T., Kotevska, O., Lu, S., Xu, W., Aluru, S., Zhai, C., Al-Masri, E., Chen, Z. & Saltz, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 3753-3760 8 p. 9377981. (Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020).

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

    Open Access
    7 Scopus citations

  • On Performance Prediction of Big Data Transfer in High-performance Networks

    Liu, W., Yun, D., Wu, C. Q., Rao, N. S. V., Hou, A. & Shen, W., Jun 2020, 2020 IEEE International Conference on Communications, ICC 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9149386. (IEEE International Conference on Communications; vol. 2020-June).

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

    2 Scopus citations