Department of Computing

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    PQ806, Mong Man Wai Building, The Hong Kong Polytechnic University

    Hong Kong

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  • 2024

    Leveraging Avatars for Environmental Stewardship in the Hospitality Sector

    Ng, W. L., Hao, F. & Zhang, C. J., May 2024, (Not published / presented only).

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

  • 2023

    Hybrid/online teaching: a survey and key issues

    Li, P., Jiang, Y., Chan, C. B. H., Lin, H. Y. & Cheung, L. F. F., Jun 2023, (Not published / presented only).

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research

  • 2021

    A Lightweight Integrity Authentication Approach for RFID-enabled Supply Chains

    Xie, X., Liu, X., Guo, S., Qi, H. & Li, K., May 2021, p. 1-10.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

  • PCube: Scaling LoRa concurrent transmissions with reception diversities

    Xia, X., Hou, N., Zheng, Y. & Gu, T., 2021, p. 670-683. 14 p.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

    42 Citations (Scopus)
  • 2020

    A Game-based Network Slicing and Resource Scheduling for Compute First Networking

    Wang, Z., Zeng, D., Gu, L. & Guo, S., Dec 2020, p. 1-6.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

  • A Solution for High Availability Memory Access

    Gan, C., Wang, B., Wang, Z. J., Liu, H., Yang, D., Yin, J., Qian, S. & Guo, S., 2020, p. 122-137. 16 p.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

  • Back Shape Measurement and Three-Dimensional Reconstruction of Spinal Shape Using One Kinect Sensor

    Xu, Z., Zhang, Y., Fu, C., Liu, L., Chen, C., Xu, W. & Guo, S., Apr 2020, p. 745-749. 5 p.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

    8 Citations (Scopus)

  • Blockchain-based Participant Selection for Federated Learning

    Zhang, K., Huang, H., Guo, S. & Zhou, X., Aug 2020, p. 112-125.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

    8 Citations (Scopus)

  • Bridge the Trustworthiness amongst Multiple-Party Domains: A Practical Blockchain-based Approach

    Huang, H., Zhou, S., Lin, J., Zhang, K. & Guo, S., Jun 2020, p. 1-6. 6 p.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

  • ESP-VDCE: Energy, SLA, and Price-driven Virtual Data Center Embedding

    Kaur, K., Garg, S., Kaddoum, G. & Guo, S., Jun 2020, p. 1-7. 7 p.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

  • Experience-Driven Computational Resource Allocation of Federated Learning by Deep Reinforcement Learning

    Zhan, Y., Li, P. & Guo, S., May 2020, p. 234-243. 10 p.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

    96 Citations (Scopus)

  • Exploiting Computation Reuse in Cloud-Based Deep Learning via Input Reordering

    Guo, E., Li, P., Wang, K., Feng, H., Lu, J. & Guo, S., Jun 2020, p. 1-6. 6 p.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

  • Extreme Multilabel Classification on Covid19 Literature with MeSH Semantic Indexing

    Xiang, R., Gu, J., Wang, X., Lu, Q., Qian, L., Zhou, G. & Huang, C.-R., 2020, (Not published / presented only).

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

  • Iterative Doppler Frequency Offset Estimation in Low SNR Satellite Communications

    Wang, J., Jiang, C., Kuang, L. & Guo, S., Jun 2020, p. 36-41. 6 p.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

    3 Citations (Scopus)

  • Multi-Domain Learning for Accurate and Few-Shot Color Constancy

    Xiao, J., Gu, S. & Zhang, L., Apr 2020, p. 3255-3264. 10 p.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

    Open Access
    40 Citations (Scopus)

  • Pedagogical Data Federation toward Education 4.0

    Guo, S. & Zeng, D., 5 Jun 2020, p. 51-55. 5 p.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Teaching and learning › peer-review

    7 Citations (Scopus)

  • Petrel: Community-aware Synchronous Parallel for Heterogeneous Parameter Server

    Zhou, Q., Guo, S., Li, P., Sun, Y., Li, L., Minyi, G. & Wang, K., Jul 2020, p. 1183 - 1184.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

  • POLYU at TREC 2020 Conversational Assistant Track: Query Reformulation with Heuristic Topic Phrases Discovery

    Xu, K., Li, W. & Li, Y., 2020.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

  • Privacy-preserving Payment Channel Networks using Trusted Execution Environment

    Li, P., Guo, S. & Miyazaki, T., Jun 2020, p. 1-6. 6 p.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

  • Proactive Link Adaptation for Marine Internet of Things in TV White Space

    Xu, W., Zhou, H., Yang, T., Wu, H. & Guo, S., Jun 2020, p. 1-6. 6 p.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

  • Structure Aware Single-stage 3D Object Detection from Point Cloud

    He, C., Zeng, H., Huang, J., Hua, X. & Zhang, L., Jun 2020, p. 11870-11879. 10 p.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

    Open Access
    462 Citations (Scopus)
  • 2019

    2D character animating networks: Bringing static characters to move via motion transfer

    Sin, P. T., Ng, H. F., Shiu, C. K. S., Chung, F. L. K. & Leong, H. V., 1 Jan 2019, p. 196-203. 8 p.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

    1 Citation (Scopus)

  • A cyclic game for joint cooperation and competition of edge resource allocation

    Ma, S., Guo, S., Wang, K., Jia, W. & Guo, M., Jul 2019, p. 503-513. 11 p.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

    13 Citations (Scopus)

  • A queueing analysis of the opportunistic vehicle-to-vehicle communication

    Xu, W., Guo, S., Zhou, H., Ma, S. & Wu, M., Dec 2019, p. 1-6. 6 p.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

    3 Citations (Scopus)

  • Deep reinforcement learning based VNF management in geo-distributed edge computing

    Gu, L., Zeng, D., Li, W., Guo, S., Zomaya, A. & Jin, H., Jul 2019, p. 934-943. 10 p.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

    22 Citations (Scopus)

  • Dynamic Anchor Feature Selection for Single-Shot Object Detection

    Li, S., Yang, L., Huang, J., Hua, X. & Zhang, L., Nov 2019, p. 6608-6617. 10 p.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

    Open Access
    52 Citations (Scopus)

  • Efficient rate adaptation for 802.11af TVWS vehicular access via deep learning

    Xu, W., Ma, C., Guo, S. & Zhou, H., Dec 2019, p. 1-5. 5 p.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

    3 Citations (Scopus)

  • Enhanced irregular repetition slotted ALOHA with degree distribution adjustment in satellite network

    Jia, H., Ni, Z., Jiang, C., Kuang, L., Guo, S. & Lu, J., Dec 2019, p. 1-6. 6 p.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

    3 Citations (Scopus)

  • Falcon: Towards Computation-Parallel Deep Learning in Heterogeneous Parameter Server

    Zhou, Q., Wang, K., Guo, S., Lu, H., Li, L., Guo, M. & Sun, Y., Jul 2019, p. 196-206. 11 p.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

    16 Citations (Scopus)

  • Heterogeneity-aware gradient coding for straggler tolerance

    Wang, H., Guo, S., Tang, B., Li, R. & Li, C., Jul 2019, p. 555-564. 10 p.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

    21 Citations (Scopus)

  • Mechanical model and simulation of yarn behavior within fabrics under uniaxial tension based on finite element method

    Chen, S., Hua, T., Niu, B., Tian, X. & Chan, K. H., May 2019. 1 p.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

  • Mode regularized generative adversarial networks

    Che, T., Li, Y., Jacob, A. P., Bengio, Y. & Li, W., 1 Jan 2019, p. 1-13.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

    16 Citations (Scopus)

  • Multi-path routing oriented flow statistics collection in software defined networks

    Zhang, J., Guo, S., Zeng, D. & Qu, Z., Dec 2019, p. 101-108. 8 p.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

  • Multiscale Point Cloud Optimization for SFM Reconstruction

    Li, Y. & Baciu, G., 25 Jul 2019, p. 1-8. 8 p.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

  • On the "easy" task of evaluating Chinese irony detection

    Li, A. R., Chersoni, E., Xiang, R., Huang, C. R. & Lu, Q., 1 Jan 2019, p. 452-460. 9 p.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

    2 Citations (Scopus)

  • Service demand prediction with incomplete historical data

    Ma, S., Guo, S., Wang, K. & Guo, M., Jul 2019, p. 912-922. 11 p.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

    5 Citations (Scopus)

  • Stackelberg differential game based resource sharing in hierarchical fog-cloud computing

    Du, J., Jiang, C., Benslimane, A., Guo, S. & REN, Y., Dec 2019, p. 1-6. 6 p.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

    13 Citations (Scopus)

  • Toward Real-World Single Image Super-Resolution: A New Benchmark and A New Model

    Cai, J., Zeng, H., Yong, H., Cao, Z. & Zhang, L., Nov 2019, p. 3086-3095. 10 p.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

    Open Access
    338 Citations (Scopus)

  • Variational Denoising Network: Toward Blind Noise Modeling and Removal

    Yue, Z., Yong, H., Zhao, Q., Zhang, L. & Meng, D., Dec 2019, p. 1-12. 12 p.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

  • 2018

    Enforcing context-aware BYOD policies with in-network security

    Morrison, A., Xue, L., Chen, A. & Luo, X., 2018, p. 1-7. 7 p.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

    6 Citations (Scopus)

  • Food-related sentiment analysis for Cantonese

    Klyueva, N., Long, Y., Huang, C. R. & Lu, Q., 2018, p. 882-886. 5 p.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

    4 Citations (Scopus)
  • 2017

    Improving multi-document summarization via text classification

    Cao, Z., Li, W., Li, S. & Wei, F., 1 Jan 2017, p. 3053-3059. 7 p.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

    77 Citations (Scopus)

  • Joint copying and restricted generation for paraphrase

    Cao, Z., Luo, C., Li, W. & Li, S., 1 Jan 2017, p. 3152-3158. 7 p.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

    62 Citations (Scopus)

  • Mode regularized generative adversarial networks

    Che, T., Li, Y., Jacob, A. P., Bengio, Y. & Li, W., 2017, p. 1-13.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

    145 Citations (Scopus)
  • 2016

    A cluster based approach for task scheduling across multiple programming systems

    Lu, H., Cao, J., Chawla, S. & Wang, Y., 2016.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

  • A computational verb rules based approaching for classification of microarray data

    Liu, K. H. & Ng, V. T. Y., 2016, p. 111-1-111-8. 1 p.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

  • Automatic mobile retinal microaneurysm detection using handheld fundus camera via cloud computing

    You, J., Li, Q. & Guo, Z., 2016, p. 1-5. 5 p.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

    1 Citation (Scopus)

  • Emotion discovery with social media photos

    Lin, C. L., Yeung, P. Y., Hsu, C. F., Wu, P. H., Yao, C. P., Ng, V. T. Y. & Ping, X., 2016, p. 4981-4984. 4 p.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

  • Fast collection of approximate RFID information

    Xie, X., Liu, X. L., Li, K. Q., Xiao, B. & Qi, H., 2016.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

  • Optimizing flash-based key-value cache systems

    Shen, Z. Y., Chen, F., Jia, Y. C. & Shao, Z., 2016, p. 1-5. 5 p.

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review