IAFSE-SCAI: Assured and Scalable Data Engineering, Center for (CASCADE)

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  • 2020

    Cinema Darkroom: A Deferred Rendering Framework for Large-Scale Datasets

    Lukasczyk, J., Garth, C., Larsen, M., Engelke, W., Hotz, I., Rogers, D., Ahrens, J. & MacIejewski, R., Oct 2020, Proceedings - 2020 IEEE 10th Symposium on Large Data Analysis and Visualization, LDAV 2020. Institute of Electrical and Electronics Engineers Inc., p. 37-41 5 p. 9308043. (Proceedings - 2020 IEEE 10th Symposium on Large Data Analysis and Visualization, LDAV 2020).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • DMazeRunner: Optimizing Convolutions on Dataflow Accelerators

    Dave, S., Shrivastava, A., Kim, Y., Avancha, S. & Lee, K., May 2020, 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1544-1548 5 p. 9054275. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2020-May).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Scopus citations
  • Exploring Abstraction Functions in Fuzzing

    Salls, C., MacHiry, A., Doupe, A., Shoshitaishvili, Y., Kruegel, C. & Vigna, G., Jun 2020, 2020 IEEE Conference on Communications and Network Security, CNS 2020. Institute of Electrical and Electronics Engineers Inc., 9162273. (2020 IEEE Conference on Communications and Network Security, CNS 2020).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • Scaling of Union of Intersections for Inference of Granger Causal Networks from Observational Data

    Balasubramanian, M., Ruiz, T. D., Cook, B., Prabhat, M., Bhattacharyya, S., Shrivastava, A. & Bouchard, K. E., May 2020, Proceedings - 2020 IEEE 34th International Parallel and Distributed Processing Symposium, IPDPS 2020. Institute of Electrical and Electronics Engineers Inc., p. 264-273 10 p. 9139820. (Proceedings - 2020 IEEE 34th International Parallel and Distributed Processing Symposium, IPDPS 2020).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2019

    Adaptive feature redundancy minimization

    Zhang, R., Tong, H. & Hu, Y., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2417-2420 4 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    2 Scopus citations
  • Adaptive MTD Security using Markov Game Modeling

    Chowdhary, A., Sengupta, S., Alshamrani, A., Huang, D. & Sabur, A., Apr 8 2019, 2019 International Conference on Computing, Networking and Communications, ICNC 2019. Institute of Electrical and Electronics Engineers Inc., p. 577-581 5 p. 8685647. (2019 International Conference on Computing, Networking and Communications, ICNC 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    6 Scopus citations
  • ADMIRING: Adversarial multi-network mining

    Zhou, Q., Li, L., Cao, N., Ying, L. & Tong, H., Nov 2019, Proceedings - 19th IEEE International Conference on Data Mining, ICDM 2019. Wang, J., Shim, K. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1522-1527 6 p. 8970779. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2019-November).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    4 Scopus citations
  • Adversarially-resistant on-demand topic channels for wireless sensor networks

    Behrens, H. W. & Candan, K., Jan 15 2019, Proceedings - 2018 IEEE 37th Symposium on Reliable Distributed Systems, SRDS 2018. IEEE Computer Society, p. 83-92 10 p. 8613956. (Proceedings of the IEEE Symposium on Reliable Distributed Systems; vol. 2019-October).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • An integral tag recommendation model for textual content

    Tang, S., Yao, Y., Zhang, S., Xu, F., Gu, T., Tong, H., Yan, X. & Lu, J., 2019, 33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019. AAAI press, p. 5109-5116 8 p. (33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    5 Scopus citations
  • Attribute Based Encryption for Information Sharing on Tactical Mobile Networks

    Luo, J., Dong, Q., Huang, D. & Kang, M., Jan 2 2019, 2018 IEEE Military Communications Conference, MILCOM 2018. Institute of Electrical and Electronics Engineers Inc., p. 960-965 6 p. 8599802. (Proceedings - IEEE Military Communications Conference MILCOM; vol. 2019-October).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • AURORA: Auditing PageRank on Large Graphs

    Kang, J., Wang, M., Cao, N., Xia, Y., Fan, W. & Tong, H., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 713-722 10 p. 8622563. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    4 Scopus citations
  • Building a large-scale microscopic road network traffic simulator in apache spark

    Fu, Z., Yu, J. & Sarwat, M., Jun 2019, Proceedings - 2019 20th International Conference on Mobile Data Management, MDM 2019. Institute of Electrical and Electronics Engineers Inc., p. 320-328 9 p. 8788796. (Proceedings - IEEE International Conference on Mobile Data Management; vol. 2019-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    5 Scopus citations
  • Commit message generation for source code changes

    Xu, S., Yao, Y., Xu, F., Gu, T., Tong, H. & Lu, J., 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, p. 3975-3981 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    11 Scopus citations
  • Continuous simulation optimization with model mismatch using Gaussian process regression

    Inanlouganji, A., Pedrielli, G., Fainekos, G. & Pokutta, S., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 2131-2142 12 p. 8632427. (Proceedings - Winter Simulation Conference; vol. 2018-December).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Scopus citations
  • Convolution-consistent collective matrix completion

    Liu, X., He, J., Duddy, S. & O'Sullivan, L., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2209-2212 4 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    6 Scopus citations
  • Deep multimodality model for multi-task multi-view learning

    Zheng, L., Cheng, Y. & He, J., 2019, SIAM International Conference on Data Mining, SDM 2019. Society for Industrial and Applied Mathematics Publications, p. 10-16 7 p. (SIAM International Conference on Data Mining, SDM 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    6 Scopus citations
  • Demo-Net: Degree-specific graph neural networks for node and graph classification

    Wu, J., He, J. & Xu, J., Jul 25 2019, KDD 2019 - Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 406-415 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    27 Scopus citations
  • Discerning edge influence for network embedding

    Wang, Y., Yao, Y., Tong, H., Xu, F. & Lu, J., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 429-438 10 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Encoding and monitoring responsibility sensitive safety rules for automated vehicles in signal temporal logic

    Hekmatnejad, M., Yaghoubi, S., Dokhanchi, A., Amor, H. B., Shrivastava, A., Karam, L. & Fainekos, G., Oct 9 2019, MEMOCODE 2019 - 17th ACM-IEEE International Conference on Formal Methods and Models for System Design. Association for Computing Machinery, Inc, A6. (MEMOCODE 2019 - 17th ACM-IEEE International Conference on Formal Methods and Models for System Design).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    9 Scopus citations
  • G-Finder: Approximate Attributed Subgraph Matching

    Liu, L., Du, B., Xu, J. & Tong, H., Dec 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 513-522 10 p. 9006525. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    4 Scopus citations
  • Gold panning from the mess: Rare category exploration, exposition, representation, and interpretation

    Zhou, D. & He, J., Jul 25 2019, KDD 2019 - Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 3213-3214 2 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • Hashtag recommendation for photo sharing services

    Zhang, S., Yao, Y., Xu, F., Tong, H., Yan, X. & Lu, J., 2019, 33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019. AAAI press, p. 5805-5812 8 p. (33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    8 Scopus citations
  • Improving robustness of random forest under label noise

    Zhou, X., Ding, P. L. K. & Li, B., Mar 4 2019, Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019. Institute of Electrical and Electronics Engineers Inc., p. 950-958 9 p. 8658395. (Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • Improving student learning performance in a virtual hands-on lab system in cybersecurity education

    Zeng, Z., Deng, Y., Hsiao, I., Huang, D. & Chung, C. J., Mar 4 2019, Frontiers in Education: Fostering Innovation Through Diversity, FIE 2018 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8658855. (Proceedings - Frontiers in Education Conference, FIE; vol. 2018-October).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • ImVerde: Vertex-Diminished Random Walk for Learning Imbalanced Network Representation

    Wu, J., He, J. & Liu, Y., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 871-880 10 p. 8622603. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    4 Scopus citations
  • Local Partition in Rich Graphs

    Freitas, S., Cao, N., Xia, Y., Chau, D. H. P. & Tong, H., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1001-1008 8 p. 8622227. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • Matched and mismatched SOCs: A qualitative study on security operations center issues

    Kokulu, F. B., Shoshitaishvili, Y., Soneji, A., Zhao, Z., Ahn, G. J., Bao, T. & Doupé, A., Nov 6 2019, CCS 2019 - Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security. Association for Computing Machinery, p. 1955-1970 16 p. (Proceedings of the ACM Conference on Computer and Communications Security).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    11 Scopus citations
  • Motif-Preserving Dynamic Local Graph Cut

    Zhou, D., He, J., Davulcu, H. & Maciejewski, R., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1156-1161 6 p. 8622263. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Scopus citations
  • MRMine: Multi-resolution multi-network embedding

    Du, B. & Tong, H., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 479-488 10 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    10 Scopus citations
  • Multilevel network alignment

    Zhang, S., Maciejewski, R., Tong, H. & Eliassi-Rad, T., May 13 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 2344-2354 11 p. (The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    20 Scopus citations
  • N2N: Network derivative mining

    Kang, J. & Tong, H., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 861-870 10 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    4 Scopus citations
  • NEMO: Next career move prediction with contextual embedding

    Li, L., Yang, J., Jing, H., He, Q., Tong, H. & Chen, B. C., 2019, 26th International World Wide Web Conference 2017, WWW 2017 Companion. International World Wide Web Conferences Steering Committee, p. 505-513 9 p. (26th International World Wide Web Conference 2017, WWW 2017 Companion).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    24 Scopus citations
  • NetDyna: Mining Networked Coevolving Time Series with Missing Values

    Hairi, Tong, H. & Ying, L., Dec 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 503-512 10 p. 9005698. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Optimizing the wisdom of the crowd: Inference, learning, and teaching

    Zhou, Y., Ma, F., Gao, J. & He, J., Jul 25 2019, KDD 2019 - Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 3231-3232 2 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • ORIGIN: Non-Rigid Network Alignment

    Zhang, S., Tong, H., Xu, J., Hu, Y. & MacIejewski, R., Dec 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 998-1007 10 p. 9005663. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    6 Scopus citations
  • Personalized Learning in a Virtual Hands-on Lab Platform for Computer Science Education

    Deng, Y., Lu, D., Chung, C. J., Huang, D. & Zeng, Z., Mar 4 2019, Frontiers in Education: Fostering Innovation Through Diversity, FIE 2018 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8659291. (Proceedings - Frontiers in Education Conference, FIE; vol. 2018-October).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Scopus citations
  • Predicting hacker adoption on darkweb forums using sequential rule mining

    Marin, E., Almukaynizi, M., Nunes, E., Shakarian, J. & Shakarian, P., Mar 20 2019, Proceedings - 16th IEEE International Symposium on Parallel and Distributed Processing with Applications, 17th IEEE International Conference on Ubiquitous Computing and Communications, 8th IEEE International Conference on Big Data and Cloud Computing, 11th IEEE International Conference on Social Computing and Networking and 8th IEEE International Conference on Sustainable Computing and Communications, ISPA/IUCC/BDCloud/SocialCom/SustainCom 2018. Chen, J. & Yang, L. T. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1183-1190 8 p. 8672225. (Proceedings - 16th IEEE International Symposium on Parallel and Distributed Processing with Applications, 17th IEEE International Conference on Ubiquitous Computing and Communications, 8th IEEE International Conference on Big Data and Cloud Computing, 11th IEEE International Conference on Social Computing and Networking and 8th IEEE International Conference on Sustainable Computing and Communications, ISPA/IUCC/BDCloud/SocialCom/SustainCom 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    5 Scopus citations
  • Realtime Robustification of Interdependent Networks under Cascading Attacks

    Chen, Z., Tong, H. & Ying, L., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1347-1356 10 p. 8622022. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Robust embedded deep K-means clustering

    Zhang, R., Xia, Y., Tong, H. & Zhu, Y., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 1181-1190 10 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    5 Scopus citations
  • Scalable manifold-regularized attributed network embedding via maximum mean discrepancy

    Wu, J. & He, J., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2101-2104 4 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    4 Scopus citations
  • SDN based Network Function Parallelism in Cloud

    Chowdhary, A. & Huang, D., Apr 8 2019, 2019 International Conference on Computing, Networking and Communications, ICNC 2019. Institute of Electrical and Electronics Engineers Inc., p. 486-490 5 p. 8685508. (2019 International Conference on Computing, Networking and Communications, ICNC 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Scopus citations
  • Simulation-based Benders cuts: A new cutting approach to approximately solve simulation-optimization problems

    Zhang, M., Matta, A., Alfieri, A. & Pedrielli, G., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 2225-2236 12 p. 8632326. (Proceedings - Winter Simulation Conference; vol. 2018-December).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Scopus citations
  • Simultaneous Event Localization and Recognition in Surveillance Video

    Li, Y., Yu, T. & Li, B., Feb 11 2019, Proceedings of AVSS 2018 - 2018 15th IEEE International Conference on Advanced Video and Signal-Based Surveillance. Institute of Electrical and Electronics Engineers Inc., 8639169. (Proceedings of AVSS 2018 - 2018 15th IEEE International Conference on Advanced Video and Signal-Based Surveillance).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Source Free Domain Adaptation Using an Off-the-Shelf Classifier

    Nelakurthi, A. R., Maciejewski, R. & He, J., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 140-145 6 p. 8622112. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Scopus citations
  • Spatial knowledge distillation to aid visual reasoning

    Aditya, S., Saha, R., Yang, Y. & Baral, C., Mar 4 2019, Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019. Institute of Electrical and Electronics Engineers Inc., p. 227-235 9 p. 8658731. (Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    7 Scopus citations
  • Spiral of silence in recommender systems

    Liu, D., Lin, C., Xiao, Y., Zhang, Z. & Tong, H., Jan 30 2019, WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 222-230 9 p. (WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    5 Scopus citations
  • Stochastic optimization for feasibility determination: An application to water pump operation in water distribution network

    Tsai, Y. A., Pedrielli, G., Mathesen, L., Zabinsky, Z. B., Huang, H., Candelieri, A. & Perego, R., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 1945-1956 12 p. 8632513. (Proceedings - Winter Simulation Conference; vol. 2018-December).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • SUPC: SDN enabled Universal Policy Checking in Cloud Network

    Chowdhary, A., Alshamrani, A. & Huang, D., Apr 8 2019, 2019 International Conference on Computing, Networking and Communications, ICNC 2019. Institute of Electrical and Electronics Engineers Inc., p. 572-576 5 p. 8685550. (2019 International Conference on Computing, Networking and Communications, ICNC 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Scopus citations
  • Task-adversarial co-generative nets

    Yang, P., Tong, H., Tan, Q. & He, J., Jul 25 2019, KDD 2019 - Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1596-1604 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Scopus citations
  • The danger of missing instructions: A systematic analysis of security requirements for MCPS

    Lamp, J., Rubio-Medrano, C. E., Zhao, Z. & Ahn, G-J., Feb 21 2019, Proceedings - 2018 IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies, CHASE 2018. Institute of Electrical and Electronics Engineers Inc., p. 94-99 6 p. (Proceedings - 2018 IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies, CHASE 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Scopus citations