Xiangjian He

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Prof Xiangjian He

PhD, Professor in Computer Science, ** Chair Professor, Lead of Research Groups, FoSE, Deputy Head of CS School, Director of Computer Vision and Intelligent Perception Lab, PhD Programme Director for AIOP/CS

Calculated based on number of publications stored in Pure and citations from Scopus
1996 …2024

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  • 2018

    CTOM: Collaborative task offloading mechanism for mobile cloudlet networks

    Fan, X., He, X., Puthal, D., Chen, S., Xiang, C., Nanda, P. & Rao, X., 27 Jul 2018, 2018 IEEE International Conference on Communications, ICC 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8422114. (IEEE International Conference on Communications; vol. 2018-May).

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

    Open Access
    16 Citations (Scopus)

  • Trusted guidance pyramid network for human parsing

    Luo, X., Su, Z., Guo, J., Zhang, G. & He, X., 15 Oct 2018, MM 2018 - Proceedings of the 2018 ACM Multimedia Conference. Association for Computing Machinery, Inc, p. 654-662 9 p. (MM 2018 - Proceedings of the 2018 ACM Multimedia Conference).

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

    41 Citations (Scopus)

  • User relationship classification of facebook messenger mobile data using WEKA

    Umair, A., Nanda, P., He, X. & Choo, K. K. R., 2018, Network and System Security - 12th International Conference, NSS 2018, Proceedings. Au, M. H., Luo, X., Li, J., Kluczniak, K., Yiu, S. M., Wang, C. & Castiglione, A. (eds.). Springer Verlag, p. 337-348 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11058 LNCS).

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

    Open Access
    3 Citations (Scopus)

  • Violence detection based on spatio-temporal feature and fisher vector

    Cai, H., Jiang, H., Huang, X., Yang, J. & He, X., 2018, Pattern Recognition and Computer Vision - First Chinese Conference, PRCV 2018, Proceedings. Lai, J-H., Zha, H., Zhou, J., Liu, C-L., Tan, T., Zheng, N. & Chen, X. (eds.). Springer Verlag, p. 180-190 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11256 LNCS).

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

    Open Access
    4 Citations (Scopus)
  • 2019

    A novel model for classification of Parkinson's disease: Accurately identifying patients for surgical therapy

    Mohammed, F., He, X., Chen, J. & Lin, Y., 2019, Proceedings of the 52nd Annual Hawaii International Conference on System Sciences, HICSS 2019. Bui, T. X. (ed.). IEEE Computer Society, p. 3741-3750 10 p. (Proceedings of the Annual Hawaii International Conference on System Sciences; vol. 2019-January).

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

    2 Citations (Scopus)

  • Atrous Convolution for Binary Semantic Segmentation of Lung Nodule

    Hesamian, M. H., Jia, W., He, X. & Kennedy, P. J., May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1015-1019 5 p. 8682220. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

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

    Open Access
    24 Citations (Scopus)

  • Cnnloc: Deep-learning based indoor localization with wifi fingerprinting

    Song, X., Fan, X., He, X., Xiang, C., Ye, Q., Huang, X., Fang, G., Chen, L. L., Qin, J. & Wang, Z., Aug 2019, Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019. Institute of Electrical and Electronics Engineers Inc., p. 589-595 7 p. 9060340. (Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019).

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

    Open Access
    44 Citations (Scopus)

  • DeepText: Detecting text from the wild with multi-ASPP-assembled deeplab

    Wang, Q., Jia, W., He, X., Lu, Y., Blumenstein, M., Huang, Y. & Lyu, S., Sept 2019, Proceedings - 15th IAPR International Conference on Document Analysis and Recognition, ICDAR 2019. IEEE Computer Society, p. 208-213 6 p. 8978048. (Proceedings of the International Conference on Document Analysis and Recognition, ICDAR).

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

    Open Access
    1 Citation (Scopus)

  • Feature fusion based deep spatiotemporal model for violence detection in videos

    Asad, M., Yang, Z., Khan, Z., Yang, J. & He, X., 2019, Neural Information Processing - 26th International Conference, ICONIP 2019, Proceedings. Gedeon, T., Wong, K. W. & Lee, M. (eds.). Springer, p. 405-417 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11953 LNCS).

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

    Open Access
    7 Citations (Scopus)

  • High-Performance Light Field Reconstruction with Channel-wise and SAI-wise Attention

    Hu, Z., Chung, Y. Y., Zandavi, S. M., Ouyang, W., He, X. & Gao, Y., 2019, Neural Information Processing - 26th International Conference, ICONIP 2019, Proceedings. Gedeon, T., Wong, K. W. & Lee, M. (eds.). Springer, p. 118-126 9 p. (Communications in Computer and Information Science; vol. 1143 CCIS).

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

    Open Access
    2 Citations (Scopus)

  • Learning transmission filtering network for image-based pm2.5 estimation

    Liao, Y., Qiu, B., Su, Z., Wang, R. & He, X., Jul 2019, Proceedings - 2019 IEEE International Conference on Multimedia and Expo, ICME 2019. IEEE Computer Society, p. 266-271 6 p. 8784758. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2019-July).

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

    Open Access
    5 Citations (Scopus)

  • Optimization of a Convolutional Neural Network Using a Hybrid Algorithm

    Huang, C. L., Shih, Y. C., Lai, C. M., Ying Chung, V. Y., Zhu, W. B., Yeh, W. C. & He, X., Jul 2019, 2019 International Joint Conference on Neural Networks, IJCNN 2019. Institute of Electrical and Electronics Engineers Inc., 8852231. (Proceedings of the International Joint Conference on Neural Networks; vol. 2019-July).

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

    5 Citations (Scopus)

  • Residual magnifier: A dense information flow network for super resolution

    Shu, Z., Cheng, M., Yang, B., Su, Z. & He, X., Jul 2019, Proceedings - 2019 IEEE International Conference on Multimedia and Expo, ICME 2019. IEEE Computer Society, p. 646-651 6 p. 8784966. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2019-July).

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

    Open Access
    2 Citations (Scopus)

  • SPFusionNet: Sketch segmentation using multi-modal data fusion

    Wang, F., Lin, S., Wu, H., Li, H., Wang, R., Luo, X. & He, X., Jul 2019, Proceedings - 2019 IEEE International Conference on Multimedia and Expo, ICME 2019. IEEE Computer Society, p. 1654-1659 6 p. 8784880. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2019-July).

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

    Open Access
    17 Citations (Scopus)

  • Trust and reputation in vehicular networks: A smart contract-based approach

    Malik, N., Nanda, P., He, X. & Liu, R., Aug 2019, Proceedings - 2019 18th IEEE International Conference on Trust, Security and Privacy in Computing and Communications/13th IEEE International Conference on Big Data Science and Engineering, TrustCom/BigDataSE 2019. Institute of Electrical and Electronics Engineers Inc., p. 34-41 8 p. 8887311. (Proceedings - 2019 18th IEEE International Conference on Trust, Security and Privacy in Computing and Communications/13th IEEE International Conference on Big Data Science and Engineering, TrustCom/BigDataSE 2019).

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

    9 Citations (Scopus)

  • Urbanedge: Deep learning empowered edge computing for urban IoT time series prediction

    Fan, X., Xiang, C., Gong, L., He, X., Chen, C. & Huang, X., 17 May 2019, Proceedings of the ACM Turing Celebration Conference - China, ACM TURC 2019. Association for Computing Machinery, 12. (ACM International Conference Proceeding Series).

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

    7 Citations (Scopus)
  • 2020

    A PHP and JSP web shell detection system with text processing based on machine learning

    Zhang, H., Liu, M., Yue, Z., Xue, Z., Shi, Y. & He, X., Dec 2020, Proceedings - 2020 IEEE 19th International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2020. Wang, G., Ko, R., Bhuiyan, M. Z. A. & Pan, Y. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1584-1591 8 p. 9343056. (Proceedings - 2020 IEEE 19th International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2020).

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

    9 Citations (Scopus)

  • A unified host-based intrusion detection framework using spark in cloud

    Liu, M., Xue, Z. & He, X., Dec 2020, Proceedings - 2020 IEEE 19th International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2020. Wang, G., Ko, R., Bhuiyan, M. Z. A. & Pan, Y. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 97-103 7 p. 9342968. (Proceedings - 2020 IEEE 19th International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2020).

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

    3 Citations (Scopus)

  • Automated Ethereum Smart Contract for Block Chain Based Smart Home Security

    Qashlan, A., Nanda, P. & He, X., 2020, Smart Systems and IoT: Innovations in Computing - Proceeding of SSIC 2019. Somani, A. K., Shekhawat, R. S., Verma, V. K., Mundra, A. & Srivastava, S. (eds.). Springer, p. 313-326 14 p. (Smart Innovation, Systems and Technologies; vol. 141).

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

    14 Citations (Scopus)

  • Cross Domain Transfer for Sketch-based Clothing Retrieval

    Chen, S., Lei, H., Wang, M., Yang, F., He, X. & Luo, G., Sept 2020, Proceedings - 8th International Conference on Digital Home, ICDH 2020. Institute of Electrical and Electronics Engineers Inc., p. 22-27 6 p. 9457256. (Proceedings - 8th International Conference on Digital Home, ICDH 2020).

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

    1 Citation (Scopus)

  • Scale-Aware Rolling Fusion Network for Crowd Counting

    Chen, Y., Gao, C., Su, Z., He, X. & Liu, N., Jul 2020, 2020 IEEE International Conference on Multimedia and Expo, ICME 2020. IEEE Computer Society, 9102854. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2020-July).

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

    10 Citations (Scopus)
  • 2022

    An Empirical Assessment of Security and Privacy Risks of Web-Based Chatbots

    Waheed, N., Ikram, M., Hashmi, S. S., He, X. & Nanda, P., 2022, Web Information Systems Engineering – WISE 2022 - 23rd International Conference, Proceedings. Chbeir, R., Huang, H., Silvestri, F., Manolopoulos, Y., Zhang, Y. & Zhang, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 325-339 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13724 LNCS).

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

    Open Access
    4 Citations (Scopus)

  • CAR: Class-Aware Regularizations for Semantic Segmentation

    Huang, Y., Kang, D., Chen, L., Zhe, X., Jia, W., Bao, L. & He, X., 2022, Computer Vision – ECCV 2022 - 17th European Conference, Proceedings. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 518-534 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13688 LNCS).

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

    Open Access
    5 Citations (Scopus)

  • Channelized Axial Attention - Considering Channel Relation within Spatial Attention for Semantic Segmentation

    Huang, Y., Kang, D., Jia, W., Liu, L. & He, X., 30 Jun 2022, AAAI-22 Technical Tracks 1. Association for the Advancement of Artificial Intelligence, p. 843-851 9 p. (Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022; vol. 36).

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

    6 Citations (Scopus)

  • Multi-Level Unsupervised Domain Adaption for Privacy-protected In-bed Pose Estimation

    Chi, Z., Wang, S., Li, X., Chang, C. T., Islam, M., Holkar, A., Pronger, S., Liu, T., Lam, K. M. & He, X., 2022, International Workshop on Advanced Imaging Technology, IWAIT 2022. Nakajima, M., Muramatsu, S., Kim, J-G., Guo, J-M. & Kemao, Q. (eds.). SPIE, Vol. 12177. 1217726. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 12177).

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

  • StrokePEO: Construction of a Clinical Ontology for Physical Examination of Stroke

    Gu, Z., Yang, X., Jia, W., Xu, C., Yu, P., He, X., Chen, H. & Lin, Y., 2022, Proceedings - 2022 9th International Conference on Digital Home, ICDH 2022. Wang, R., Luo, Z., Yin, B. & Tan, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 218-223 6 p. (Proceedings - 2022 9th International Conference on Digital Home, ICDH 2022).

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

    1 Citation (Scopus)

  • The Force of Compensation, a Multi-stage Incentive Mechanism Model for Federated Learning

    Xu, H., Nanda, P., Liang, J. & He, X., 2022, Network and System Security - 16th International Conference, NSS 2022, Proceedings. Yuan, X., Bai, G., Alcaraz, C. & Majumdar, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 357-373 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13787 LNCS).

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

  • Zero Trust-NIDS: Extended Multi-View Approach for Network Trace Anonymization and Auto-Encoder CNN for Network Intrusion Detection

    Alalmaie, A. Z., Nanda, P. & He, X., 2022, Proceedings - 2022 IEEE 21st International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2022. Institute of Electrical and Electronics Engineers Inc., p. 449-456 8 p. (Proceedings - 2022 IEEE 21st International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2022).

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

    2 Citations (Scopus)
  • 2023

    Pixels, Regions, and Objects: Multiple Enhancement for Salient Object Detection

    Wang, Y., Wang, R., Fan, X., Wang, T. & He, X., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. IEEE Computer Society, p. 10031-10040 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2023-June).

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

    13 Citations (Scopus)

  • Why Zero Trust Framework Adoption has Emerged During and After Covid-19 Pandemic

    Alalmaie, A. Z., Nanda, P., He, X. & Alayan, M. S., 2023, Advanced Information Networking and Applications - Proceedings of the 37th International Conference on Advanced Information Networking and Applications AINA-2023. Barolli, L. (ed.). Springer Science and Business Media Deutschland GmbH, p. 181-192 12 p. (Lecture Notes in Networks and Systems; vol. 655 LNNS).

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

    2 Citations (Scopus)

  • Zero Trust Network Intrusion Detection System (NIDS) using Auto Encoder for Attention-based CNN-BiLSTM

    Alalmaie, A., Nanda, P. & He, X., 30 Jan 2023, Proceeding of 2023 Australasian Computer Science Week, ACSW 2023. Association for Computing Machinery, p. 1-9 9 p. (ACM International Conference Proceeding Series).

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

    1 Citation (Scopus)

  • ZT-NIDS: Zero Trust, Network Intrusion Detection System

    Alalmaie, A. Z., Nanda, P. & He, X., 2023, SECRYPT 2023 - Proceedings of the 20th International Conference on Security and Cryptography. De Capitani di Vimercati, S. & Samarati, P. (eds.). Science and Technology Publications, Lda, p. 99-110 12 p. (Proceedings of the International Conference on Security and Cryptography; vol. 1).

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

    Open Access