Casual Academic

Mr Zhengyi Yang

Engineering
Sch: Computer Science & Eng

Zhengyi Yang is currently a PhD candidate in computer science at the University of New South Wales (UNSW), supervised by Prof. Xuemin Lin. Before that, he received the degree of Master of Engineering in Mathematical Computation, with First Class Honours, from University College London (UCL). His research focuses on distributed graph processing.

  • Journal articles | 2022
    Song M; Yang Z; Jiang T, 2022, 'Multimodal Brain Imaging Fusion for the White-Matter Fiber Architecture in the Human Brain.', Neurosci Bull, http://dx.doi.org/10.1007/s12264-022-00822-z
    Journal articles | 2022
    Pang K; Jiang R; Zhang W; Yang Z; Li L-L; Shimozawa M; Tambaro S; Mayer J; Zhang B; Li M; Wang J; Liu H; Yang A; Chen X; Liu J; Winblad B; Han H; Jiang T; Wang W; Nilsson P; Guo W; Lu B, 2022, 'An App knock-in rat model for Alzheimer's disease exhibiting Aβ and tau pathologies, neuronal death and cognitive impairments.', Cell Res, vol. 32, pp. 157 - 175, http://dx.doi.org/10.1038/s41422-021-00582-x
    Journal articles | 2022
    Zhou B; Dou X; Wang W; Yao H; Feng F; Wang P; Yang Z; An N; Liu B; Zhang X; Liu Y, 2022, 'Structural and functional connectivity abnormalities of the default mode network in patients with Alzheimer's disease and mild cognitive impairment within two independent datasets', Methods, vol. 205, pp. 29 - 38, http://dx.doi.org/10.1016/j.ymeth.2022.06.001
    Journal articles | 2021
    Jin X; Yang Z; Lin X; Yang S; Qin L; Peng Y, 2021, 'FAST: FPGA-based Subgraph Matching on Massive Graphs', arXiv preprint arXiv:2102.10768
    Journal articles | 2021
    Zhong G; Yang Z; Jiang T, 2021, 'Precise Modulation Strategies for Transcranial Magnetic Stimulation: Advances and Future Directions.', Neurosci Bull, vol. 37, pp. 1718 - 1734, http://dx.doi.org/10.1007/s12264-021-00781-x
    Journal articles | 2021
    Yang Z; Lai L; Lin X; Hao K; Zhang W, 2021, 'HUGE: An Efficient and Scalable Subgraph Enumeration System', Proceedings of the ACM SIGMOD International Conference on Management of Data, pp. 2049 - 2062, http://dx.doi.org/10.1145/3448016.3457237
    Journal articles | 2019
    Lai L; Qing Z; Yang Z; Jin X; Lai Z; Wang R; Hao K; Lin X; Qin L; Zhang W; others , 2019, 'A Survey and Experimental Analysis of Distributed Subgraph Matching', arXiv preprint arXiv:1906.11518
    Journal articles | 2014
    Ye C; Ma HT; Wu J; Yang P; Chen X; Yang Z; Ma J, 2014, 'DWI-based neural fingerprinting technology: a preliminary study on stroke analysis.', Biomed Res Int, vol. 2014, pp. 725052, http://dx.doi.org/10.1155/2014/725052
    Journal articles | 2009
    Yang Z; Griffith JF; Leung PC; Lee R, 2009, 'Effect of osteoporosis on morphology and mobility of the lumbar spine.', Spine (Phila Pa 1976), vol. 34, pp. E115 - E121, http://dx.doi.org/10.1097/BRS.0b013e3181895aca
    Journal articles | 2009
    Ma HT; Griffith JF; Yang Z; Kwok AWL; Leung PC; Lee RYW, 2009, 'Kinematics of the lumbar spine in elderly subjects with decreased bone mineral density.', Med Biol Eng Comput, vol. 47, pp. 783 - 789, http://dx.doi.org/10.1007/s11517-009-0493-5
    Journal articles | 2008
    Ma HT; Yang Z; Griffith JF; Leung PC; Lee RYW, 2008, 'A new method for determining lumbar spine motion using Bayesian belief network.', Med Biol Eng Comput, vol. 46, pp. 333 - 340, http://dx.doi.org/10.1007/s11517-008-0318-y
    Journal articles | 2007
    Ma HT; Yang Z; Griffith JF; Leung PC; Lee RYW, 2007, 'MODELLING OF LUMBAR SIPNE MOTION USING BA YESIAN BELIEF NETWORK', Journal of Biomechanics, vol. 40, pp. S599 - S599, http://dx.doi.org/10.1016/s0021-9290(07)70587-0
  • Preprints | 2021
    Yang Z; Lai L; Lin X; Hao K; Zhang W, 2021, HUGE: An Efficient and Scalable Subgraph Enumeration System
    Conference Papers | 2021
    Ma L; Zhong G; Yang Z; Fan L; Jiang T, 2021, 'Multi-scale anatomical awareness improves the accuracy of the real-time electric field estimation', in 2021 International Joint Conference on Neural Networks (IJCNN), IEEE, presented at 2021 International Joint Conference on Neural Networks (IJCNN), 18 July 2021 - 22 July 2021, http://dx.doi.org/10.1109/ijcnn52387.2021.9533894
    Conference Papers | 2020
    Wang R; Yang Z; Zhang W; Lin X, 2020, 'An empirical study on recent graph database systems', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 328 - 340, http://dx.doi.org/10.1007/978-3-030-55130-8_29
    Preprints | 2019
    Dou X; Yao H; Feng F; Wang P; Zhou B; Jin D; Yang Z; Li J; Zhao C; Wang L; An N; Liu B; Zhang X; Liu Y, 2019, Characterizing White Matter Connectivity in Alzheimer's Disease and Mild Cognitive Impairment: Automated Fiber Quantification Analysis with Two Independent Datasets, http://dx.doi.org/10.2139/ssrn.3349212
    Conference Papers | 2019
    Hao K; Lai Z; Yang Z; Jin X; Lai L; Lin X, 2019, 'PatMat: A distributed pattern matching engine with Cypher', in International Conference on Information and Knowledge Management, Proceedings, pp. 2921 - 2924, http://dx.doi.org/10.1145/3357384.3357840
    Conference Papers | 2019
    Lai L; Qing Z; Yang Z; Jin X; Lai Z; Wang R; Hao K; Lin X; Qin L; Zhang W; Zhang Y; Qian Z; Zhou J, 2019, 'Distributed Subgraph Matching on Timely Dataflow', in Proc. VLDB Endow., VLDB Endowment, pp. 1099–1112 - 1099–1112, http://dx.doi.org/10.14778/3339490.3339494
    Preprints | 2019
    Lai L; Qing Z; Yang Z; Jin X; Lai Z; Wang R; Hao K; Lin X; Qin L; Zhang W; Zhang Y; Qian Z; Zhou J, 2019, A Survey and Experimental Analysis of Distributed Subgraph Matching
    Conference Papers | 2019
    Lai Z; Yang Z; Lai L, 2019, 'Improving distribued subgraph matching algorithm on timely dataflow', in Proceedings - 2019 IEEE 35th International Conference on Data Engineering Workshops, ICDEW 2019, pp. 266 - 273, http://dx.doi.org/10.1109/ICDEW.2019.000-2
    Conference Papers | 2014
    Ma HT; Ye C; Wu J; Yang P; Chen X; Yang Z; Ma J, 2014, 'A preliminary study of DTI Fingerprinting on stroke analysis.', in Annu Int Conf IEEE Eng Med Biol Soc, United States, pp. 2380 - 2383, United States, http://dx.doi.org/10.1109/EMBC.2014.6944100
    Conference Papers | 2008
    Ting Ma H; Griffith JF; Yang Z; Kwok AWL; Leung PC; Lee RYW, 2008, 'Effect of vertebral morphology on lumbar kinematics in elderly subjects with decreased bone mineral density.', in Annu Int Conf IEEE Eng Med Biol Soc, United States, pp. 883 - 886, United States, http://dx.doi.org/10.1109/IEMBS.2008.4649295
    Conference Papers | 2008
    Yang Z; Ma HT; Wang D; Lee R, 2008, 'Error analysis on spinal motion measurement using skin mounted sensors.', in Annu Int Conf IEEE Eng Med Biol Soc, United States, pp. 4740 - 4743, United States, http://dx.doi.org/10.1109/IEMBS.2008.4650272
    Conference Papers | 2008
    Ting Ma H; Griffith JF; Zhengyi Yang ; Wai Leung Kwok A; Ping Chung Leung ; Lee RYW, 2008, 'Study on the kinematic pattern of lumbar spine in subjects with varied bone mineral density', in 2008 International Conference on Technology and Applications in Biomedicine, IEEE, presented at 2008 International Conference on Technology and Applications in Biomedicine (ITAB), 30 May 2008 - 31 May 2008, http://dx.doi.org/10.1109/itab.2008.4570631
    Conference Papers | 2005
    Yang Z; Griffith J; Leung PC; Pope M; Sun LW; Lee R, 2005, 'The accuracy of surface measurement for motion analysis of osteoporotic thoracolumbar spine.', in Conf Proc IEEE Eng Med Biol Soc, United States, pp. 6871 - 6874, United States, http://dx.doi.org/10.1109/IEMBS.2005.1616084
    Conference Papers | 2005
    Sun LW; Yang Z; Yw Lee R; Lu W; Luk KDK, 2005, 'Automatic measurement of intervertebral movements using radiographic images.', in Conf Proc IEEE Eng Med Biol Soc, United States, pp. 3199 - 3201, United States, http://dx.doi.org/10.1109/IEMBS.2005.1617156
    Preprints |
    Choupan J; Gal Y; Douglas PK; Cohen MS; Reutens DC; Yang Z, Spatiotemporal Feature Selection Improves Prediction Accuracy of Multi-Voxel Pattern Classification, http://dx.doi.org/10.1101/746735
    Preprints |
    Hou B; Liu X; Zhang D; Yang Z; Hui H; Wang P; Wang J; Qiu Z; Liu Y; Yang Z; Jiang T, Controlling emulsification for organic solvent-based tissue clearing, http://dx.doi.org/10.1101/628925
    Preprints |
    Ma L; Zhang Y; Zhang H; Cheng L; Zhuo J; Shi W; Lu Y; Li W; Yang Z; Wang J; Fan L; Jiang T, BAI-Net: Individualized Anatomical Cerebral Cartography using Graph Neural Network, http://dx.doi.org/10.1101/2021.07.15.452577
    Preprints |
    Wang Y; Chai L; Li D; Gao C; Chu C; Yang Z; Zhang Y; Xu J; Nyengaard JR; Eickhoff SB; Liu B; Madsen KH; Jiang T; Fan L, Uncovering the Genetic Profiles Underlying the Intrinsic Organization of the Human Cerebellum, http://dx.doi.org/10.1101/2021.06.23.448673
    Preprints |
    Hua J; Yang Z; Jiang T; Yu S, Pair-wise Interactions in Gene Expression Determine a Hierarchical Transcription Profile of the Human Brain, http://dx.doi.org/10.1101/2020.05.15.098962