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Dr Zheng Wang

Senior Lecturer

  1. 2018
  2. Forthcoming

    Optimizing Sparse Matrix-Vector Multiplications on An ARMv8-based Many-Core Architecture

    Chen, D., Fang, J., Chen, S., Xu, C. & Wang, Z. 11/09/2018 15th IFIP International Conference on Network and Parallel Computing (NPC) .

    Research output: Contribution in Book/Report/ProceedingsConference contribution

  3. Published

    Parallel-Pattern Aware Compiler Optimisations: Challenges and Opportunities

    Wang, Z. & Leather, H. 10/09/2018 Lancaster: Lancaster University. 3 p.

    Research output: Book/Report/ProceedingsOther report

  4. Forthcoming

    Network-aware Web Browsing on Heterogeneous Mobile Systems

    Ren, J., Wang, X., Fang, J., Feng, Y., Zhu, D., Luo, Z. & Wang, Z. 9/09/2018 The 14th ACM International Conference on emerging Networking EXperiments and Technologies (CoNEXT).

    Research output: Contribution in Book/Report/ProceedingsConference contribution

  5. Forthcoming

    Adaptive Web Browsing on Mobile Heterogeneous Multi-cores

    Ren, J., Wang, X., Fang, J., Feng, Y. & Wang, Z. 7/09/2018 In : IEEE Computer Architecture Letters.

    Research output: Contribution to journalJournal article

  6. Forthcoming

    Exploiting Code Diversity to Enhance Code Virtualization Protection

    Xue, C., Tang, Z., Ye, G., Li, G., Gong, X., Wang, W., Fang, D. & Wang, Z. 1/09/2018 The 24th International Conference on Parallel and Distributed Systems (ICPADS). IEEE

    Research output: Contribution in Book/Report/ProceedingsConference contribution

  7. Forthcoming

    Yet Another Text Captcha Solver: A Generative Adversarial Network Based Approach

    Ye, G., Tang, Z., Fang, D., Zhu, Z., Feng, Y., Xu, P., Chen, X. & Wang, Z. 24/07/2018 25th ACM Conference on Computer and Communications Security (CCS). ACM, 17 p.

    Research output: Contribution in Book/Report/ProceedingsConference contribution

  8. Forthcoming

    CrossSense: towards cross-site and large-scale WiFi sensing

    Zhang, J., Tang, Z., Li, M., Fang, D., Nurmi, P. T. & Wang, Z. 15/07/2018 The 24th ACM International Conference on Mobile Computing and Networking (MobiCom) . ACM, 16 p.

    Research output: Contribution in Book/Report/ProceedingsConference contribution

  9. Forthcoming

    SleepGuard: capturing rich sleep information using smartwatch sensing data

    Chang, L., Lu, J., Wang, J., Chen, X., Fang, D., Tang, Z., Nurmi, P. T. & Wang, Z. 11/07/2018 In : Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies. 34 p.

    Research output: Contribution to journalJournal article

  10. Published

    A Video-based Attack for Android Pattern Lock

    Ye, G., Tang, Z., Fang, D., Chen, X., Wolff, W., Aviv, A. & Wang, Z. 07/2018 In : ACM Transactions on Privacy and Security. 21, 4, 31 p., 19

    Research output: Contribution to journalJournal article

  11. Forthcoming

    Enhancing Received Signal Strength-Based Localization through Coverage Hole Detection and Recovery

    Zhai, S., Tang, Z., Wang, D., Li, Q., Li, Z., Chen, X., Fang, D. & Wang, Z. 22/06/2018 In : Sensors. 23 p.

    Research output: Contribution to journalJournal article

  12. Published

    VMGuards: A Novel Virtual Machine Based Code Protection System with VM Security as the First Class Design Concern

    Tang, Z., Li, M., Cao, S., Chen, M., Ye, G., Gong, X., Fang, D. & Wang, Z. 12/05/2018 In : Applied Sciences. 8, 5, 23 p., 771

    Research output: Contribution to journalJournal article

  13. E-pub ahead of print

    Machine Learning in Compiler Optimization

    Wang, Z. & O'Boyle, M. 10/05/2018 In : Proceedings of the IEEE . 23 p.

    Research output: Contribution to journalJournal article

  14. Published

    Enhance virtual-machine-based code obfuscation security through dynamic bytecode scheduling

    Kuang, K., Tang, Z., Gong, X., Fang, D., Chen, X. & Wang, Z. 05/2018 In : Computers and Security. 74, p. 202-220 19 p.

    Research output: Contribution to journalJournal article

  15. Forthcoming

    Adaptive Optimization of Sparse Matrix-Vector Multiplication on Emerging Many-Core Architectures

    Chen, S., Fang, J., Chen, D., Xu, C. & Wang, Z. 22/04/2018 The 20th IEEE International Conference on High Performance Computing and Communications (HPCC) .

    Research output: Contribution in Book/Report/ProceedingsConference contribution

  16. Forthcoming

    Marrying up Regular Expressions with Neural Networks: A Case Study for Spoken Language Understanding

    Luo, B., Feng, Y., Wang, Z., Huang, S., Yan, R. & Zhao, D. 21/04/2018 The 56th Annual Meeting of the Association for Computational Linguistics (ACL). 11 p.

    Research output: Contribution in Book/Report/ProceedingsConference contribution

  17. Forthcoming

    Evaluating Brush Movements for Chinese Calligraphy: A Computer Vision Based Approach

    Xu, P., Wang, L., Guan, Z., Zheng, X., Chen, X., Tang, Z., Fang, D., Gong, X. & Wang, Z. 16/04/2018 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence (IJCAI).

    Research output: Contribution in Book/Report/ProceedingsConference contribution

  18. Forthcoming

    Adaptive Deep Learning Model Selection on Embedded Systems

    Taylor, B., Sanz Marco, V., Wolff, W., Elkhatib, Y. & Wang, Z. 30/03/2018 Proceedings of 19th ACM SIGPLAN/SIGBED Conference on Languages, Compilers, and Tools for Embedded Systems (LCTES’18). New York: ACM, 13 p.

    Research output: Contribution in Book/Report/ProceedingsConference contribution

  19. Published

    Defeat Your Enemy Hiding Behind Public WiFi: WiGuard Can Protect Your Sensitive information from CSI-based Attack

    Zhang, J., Tang, Z., Li, M., Chen, X., Fang, D. & Wang, Z. 28/03/2018 In : Applied Sciences. 8, 4, 24 p., 515

    Research output: Contribution to journalJournal article

  20. Published

    Towards Large-Scale RFID Positioning: A Low-cost, High-precision Solution Based on Compressive Sensing

    Chang, L., Li, X., Wang, J., Meng, H., Chen, X., Fang, D., Tang, Z. & Wang, Z. 19/03/2018 2018 IEEE International Conference on Pervasive Computing and Communications (PerCom). IEEE

    Research output: Contribution in Book/Report/ProceedingsConference contribution

  21. Forthcoming

    MOCL: An Efficient OpenCL Implementation for the Matrix-2000 Architecture

    Zhang, P., Fang, J., Tang, T., Yang, C. & Wang, Z. 9/03/2018 ACM International Conference on Computing Frontiers 2018. New York: ACM

    Research output: Contribution in Book/Report/ProceedingsConference contribution

  22. Forthcoming

    Auto-tuning Streamed Applications on Intel Xeon Phi

    Zhang, P., Fang, J., Tang, T., Yang, C. & Wang, Z. 22/01/2018 32nd IEEE International Parallel & Distributed Processing Symposium (IPDPS '18).

    Research output: Contribution in Book/Report/ProceedingsConference contribution

  23. 2017
  24. Published

    Improving Spark Application Throughput Via Memory Aware Task Co-location: A Mixture of Experts Approach

    Sanz Marco, V., Taylor, B., Porter, B. F. & Wang, Z. 11/12/2017 Middleware '17 Proceedings of the 18th ACM/IFIP/USENIX Middleware Conference. New York: ACM, p. 95-108 14 p.

    Research output: Contribution in Book/Report/ProceedingsConference contribution

  25. Forthcoming

    Scale Up Event Extraction Learning via Automatic Training Data Generation

    Zeng, Y., Feng, Y., Ma, R., Wang, Z., Yan, R., Shi, C. & Zhao, D. 8/11/2017 The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18). AAAI

    Research output: Contribution in Book/Report/ProceedingsConference contribution

  26. Published

    DexPro: A Bytecode Level Code Protection System for Android Applications

    Zhao, B., Tang, Z., Li, Z., Song, L., Gong, X., Fang, D., Liu, F. & Wang, Z. 21/10/2017 Cyberspace Safety and Security. Wen, S., Wu, W. & Castiglione, A. (eds.). Cham: Springer, p. 367-382 16 p. (Lecture Notes in Computer Science; vol. 10581)

    Research output: Contribution in Book/Report/ProceedingsConference contribution

  27. Published

    Optimise web browsing on heterogeneous mobile platforms: a machine learning based approach

    Ren, J., Gao, L., Wang, H. & Wang, Z. 5/10/2017 IEEE International Conference on Computer Communications (INFOCOM), 2017. IEEE, 9 p.

    Research output: Contribution in Book/Report/ProceedingsConference contribution

  28. Published

    SEEAD: A Semantic-based Approach for Automatic Binary Code De-obfuscation

    Tang, Z., Wang, L., Kuang, K., Xue, C., Gong, X., Chen, X., Fang, D. & Wang, Z. 11/09/2017 16th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (IEEE TrustCom-17). IEEE, p. 261-268 8 p.

    Research output: Contribution in Book/Report/ProceedingsConference contribution

  29. Published

    End-to-end Deep Learning of Optimization Heuristics

    Cummins, C., Petoumenos, . P., Wang, Z. & Leather, H. 9/09/2017 The 26th International Conference on Parallel Architectures and Compilation Techniques (PACT) 2017. IEEE, p. 219-232 14 p.

    Research output: Contribution in Book/Report/ProceedingsConference contribution

  30. Forthcoming

    AppIS: Protect Android Apps Against Runtime Repackaging Attacks

    Song, L., Tang, Z., Li, Z., Gong, X., Chen, X., Fang, D. & Wang, Z. 1/09/2017 The 23rd IEEE International Conference on Parallel and Distributed Systems (ICPADS 2017). IEEE, 10 p.

    Research output: Contribution in Book/Report/ProceedingsConference contribution

  31. Published

    Protect sensitive information against channel state information based attacks

    Zhang, J., Tang, Z., Chen, X., Fang, D., Li, R. & Wang, Z. 18/08/2017 2017 IEEE International Conference on Computational Science and Engineering (CSE) and Embedded and Ubiquitous Computing (EUC). IEEE, 8 p.

    Research output: Contribution in Book/Report/ProceedingsConference contribution

  32. Published

    Learning with noise: enhance distantly supervised relation extraction with dynamic transition matrix

    Luo, B., Feng, Y., Wang, Z., Zhu, Z., Huang, S., Yan, R. & Zhao, D. 30/07/2017 The 55th Annual Meeting of the Association for Computational Linguistics: Proceedings of the Conference, Vol. 1 (Long Papers). Stroudsburg, Pa.: Association for Computational Linguistics, 10 p. P-17 1040

    Research output: Contribution in Book/Report/ProceedingsConference contribution

  33. Published

    Adaptive optimization for OpenCL programs on embedded heterogeneous systems

    Taylor, B., Sanz Marco, V. & Wang, Z. 21/06/2017 LCTES 2017 Proceedings of the 18th ACM SIGPLAN/SIGBED Conference on Languages, Compilers, and Tools for Embedded Systems. New York: ACM, p. 11-20 10 p.

    Research output: Contribution in Book/Report/ProceedingsConference contribution

  34. Published

    Real-time power cycling in video on demand data centres using online Bayesian prediction

    Sanz Marco, V., Wang, Z. & Porter, B. F. 5/06/2017 2017 IEEE 37th International Conference on Distributed Computing Systems. IEEE, p. 2125-2130 6 p.

    Research output: Contribution in Book/Report/ProceedingsConference contribution

  35. Forthcoming

    Exploit Dynamic Data Flows to Protect Software Against Semantic Attacks

    Kuang, K., Tang, Z., Gong, X., Fang, D., Chen, X., Zhang, H. & Wang, Z. 11/05/2017 The 14th IEEE International Conference on Ubiquitous Intelligence and Computing.

    Research output: Contribution in Book/Report/ProceedingsConference contribution

  36. Published

    ALEA: a fine-grained energy profiling tool

    Mukhanov, L., Petoumenos, . P., Wang, Z., Parasyris, N., Nikolopoulos, D. S., R. de Supinski, . B. & Leather, H. 03/2017 In : ACM Transactions on Architecture and Code Optimization. 14, 1, 25 p., 1

    Research output: Contribution to journalJournal article

  37. Published

    Cracking Android pattern lock in five attempts

    Ye, G., Tang, Z., Fang, D., Chen, X., Kim, K. I., Taylor, B. & Wang, Z. 26/02/2017 Proceedings 2017 Network and Distributed System Security Symposium 2017 (NDSS'17). Reston VA: Internet Society, 15 p.

    Research output: Contribution in Book/Report/ProceedingsConference contribution

  38. Published

    Minimizing the cost of iterative compilation with active learning

    Ogilvie, W., Petoumenos, . P., Wang, Z. & Leather, H. 4/02/2017 International Symposium on Code Generationand Optimization (CGO), 2017. IEEE, p. 245-256 12 p.

    Research output: Contribution in Book/Report/ProceedingsConference contribution

  39. Published

    Synthesizing benchmarks for predictive modeling

    Cummins, C., Petoumenos, . P., Wang, Z. & Leather, H. 4/02/2017 CGO '17 Proceedings of the 2017 International Symposium on Code Generation and Optimization. New York: ACM, p. 86-99 14 p.

    Research output: Contribution in Book/Report/ProceedingsConference contribution

  40. Published

    Exploiting wireless received signal strength indicators to detect evil-twin attacks in smart homes

    Tang, Z., Zhao, Y., Yang, L., Qi, S., Fang, D., Chen, X., Gong, X. & Wang, Z. 17/01/2017 In : Mobile Information Systems. 2017, 14 p., 1248578

    Research output: Contribution to journalJournal article

  41. 2016
  42. Published

    A convolution BiLSTM neural network model for Chinese event extraction

    Zeng, Y., Yang, H., Feng, Y., Wang, Z. & Zhao, D. 2/12/2016 Natural Language Understanding and Intelligent Applications: 5th CCF Conference on Natural Language Processing and Chinese Computing, NLPCC 2016, and 24th International Conference on Computer Processing of Oriental Languages, ICCPOL 2016, Kunming, China, December 2–6, 2016, Proceedings. Lin, C-Y., Xue, N., Zhao, D., Huang, X. & Feng, Y. (eds.). Cham: Springer, p. 275-287 13 p. ( Lecture Notes in Computer Science; vol. 10102)

    Research output: Contribution in Book/Report/ProceedingsConference contribution

  43. Published

    Improving first order temporal fact extraction with unreliable data

    Luo, B., Feng, Y., Wang, Z. & Zhao, D. 2/12/2016 Natural Language Understanding and Intelligent Applications: 5th CCF Conference on Natural Language Processing and Chinese Computing, NLPCC 2016, and 24th International Conference on Computer Processing of Oriental Languages, ICCPOL 2016, Kunming, China, December 2–6, 2016, Proceedings. Lin, C-Y., Xue, N., Zhao, D., Huang, X. & Feng, Y. (eds.). Cham: Springer, p. 251-262 12 p. (Lecture Notes in Computer Science; vol. 10102)

    Research output: Contribution in Book/Report/ProceedingsConference contribution

  44. Published

    Exploiting dynamic scheduling for VM-based code obfuscation

    Kuang, K., Tang, Z., Gong, X., Fang, D., Chen, X., Xing, T., Ye, G., Zhang, J. & Wang, Z. 23/08/2016 The 15th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (IEEE TrustCom-16). IEEE, p. 489-496 8 p. (2016 IEEE Trustcom/BigDataSE/I​SPA)

    Research output: Contribution in Book/Report/ProceedingsConference contribution

  45. Published

    DRET: a system for detecting evil-twin attacks in smart homes

    Tang, Z., Zhao, Y., Yang, L., Qi, S., Fang, D., Chen, X., Gong, X. & Wang, Z. 29/07/2016

    Research output: Contribution to conference Conference paper

  46. 2015
  47. Published

    Power capping: what works, what does not

    Petoumenos, . P., Mukhanov, L., Wang, Z., Leather, H. & Nikolopoulos, D. 14/12/2015 Parallel and Distributed Systems (ICPADS), 2015 IEEE 21st International Conference on. IEEE, p. 525-534 10 p.

    Research output: Contribution in Book/Report/ProceedingsPaper

  48. Published

    Automatic and portable mapping of data parallel programs to OpenCL for GPU-based heterogeneous systems

    Wang, Z., Grewe, D. & O'Boyle, M. 01/2015 In : ACM Transactions on Architecture and Code Optimization. 11, 4, 26 p., 42

    Research output: Contribution to journalJournal article

  49. Published

    Intelligent heuristic construction with active learning

    Ogilvie, W., Wang, Z., Petoumenos, . P. & Leather, H. 01/2015 Compilers for Parallel Computing (CPC).

    Research output: Contribution in Book/Report/ProceedingsPaper

  50. 2014
  51. Published

    Fast automatic heuristic construction using active learning

    Ogilvie, W., Petoumenos, . P., Wang, Z. & Leather, H. 09/2014 Languages and Compilers for Parallel Computing: 27th International Workshop, LCPC 2014, Hillsboro, OR, USA, September 15-17, 2014, Revised Selected Papers. Brodman, J. & Tu, P. (eds.). Springer, p. 146-160 15 p. (Lecture Notes in Computer Science; vol. 8967)

    Research output: Contribution in Book/Report/ProceedingsPaper

  52. Published

    Active learning accelerated automatic heuristic construction for parallel program mapping

    Ogilvie, W., Petoumenos, P., Wang, Z. & Leather, H. 2014 PACT '14 Proceedings of the 23rd international conference on Parallel architectures and compilation. New York: ACM, p. 481-482 2 p.

    Research output: Contribution in Book/Report/ProceedingsPaper

  53. Published

    Exploitation of GPUs for the parallelisation of probably parallel legacy code

    Wang, Z., Powell, D., Franke, . B. & O'Boyle, M. 2014 Compiler construction: 23rd International Conference, CC 2014, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2014, Grenoble, France, April 5-13, 2014. Proceedings. Cohen, A. (ed.). Berlin: Springer Verlag, p. 154-173 20 p. (Lecture Notes in Computer Science ; vol. 8409)

    Research output: Contribution in Book/Report/ProceedingsPaper

  54. Published

    Integrating profile-driven parallelism detection and machine-learning based mapping

    Wang, Z., Tournavitis, G., Franke, B. & O'Boyle, M. 2014 In : ACM Transactions on Architecture and Code Optimization. 11, 1, 2

    Research output: Contribution to journalJournal article

  55. Published

    OpenCL task partitioning in the presence of GPU contention

    Grewe, D., Wang, Z. & O'Boyle, M. 2014 Languages and compilers for parallel computing: 26th International Workshop, LCPC 2013, San Jose, CA, USA, September 25--27, 2013. Revised Selected Papers. Cașcaval, C. & Montesinos , P. (eds.). Springer, p. 87-101 15 p. (Lecture Notes in Computer Science; vol. 8664)

    Research output: Contribution in Book/Report/ProceedingsPaper

  56. Published

    Smart multi-task scheduling for OpenCL programs on CPU/GPU heterogeneous platforms

    Wen, Y., Wang, Z. & O'Boyle, M. 2014 21st Annual IEEE International Conference on High Performance Computing (HiPC 2014). IEEE, 10 p.

    Research output: Contribution in Book/Report/ProceedingsPaper

  57. 2013
  58. Published

    Using machine learning to partition streaming programs

    Wang, Z. & O'Boyle, M. 09/2013 In : ACM Transactions on Architecture and Code Optimization. 10, 3, 25 p., 20

    Research output: Contribution to journalJournal article

  59. Published

    Smart, adaptive mapping of parallelism in the presence of external workload

    Emani, M. K., Wang, Z. & O'Boyle, M. 02/2013 2013 International Symposium on Code Generation and Optimization (CGO). IEEE, p. 1-10 10 p.

    Research output: Contribution in Book/Report/ProceedingsPaper

  60. Published

    Portable mapping of data parallel programs to OpenCL for heterogeneous systems

    Grewe, D., Wang, Z. & O'Boyle, M. F. P. 2013 Code Generation and Optimization (CGO), 2013 IEEE/ACM International Symposium on. IEEE, p. 1-10 10 p.

    Research output: Contribution in Book/Report/ProceedingsPaper

  61. 2011
  62. Published

    A workload-aware mapping approach for data-parallel programs

    Grewe, D., Wang, Z. & O'Boyle, M. 2011 HiPEAC '11 Proceedings of the 6th International Conference on High Performance and Embedded Architectures and Compilers. New York: ACM, p. 117-126 10 p.

    Research output: Contribution in Book/Report/ProceedingsPaper

  63. 2010
  64. Published

    Partitioning streaming parallelism for multi-cores: a machine learning based approach

    Wang, Z. & O'Boyle, M. F. P. 2010 Proceedings of the 19th International Conference on Parallel Architectures and Compilation Techniques (PACT 2010). New York, NY, USA: ACM, p. 307-318 12 p.

    Research output: Contribution in Book/Report/ProceedingsPaper

  65. 2009
  66. Published

    Towards a holistic approach to auto-parallelization: integrating profile-driven parallelism detection and machine-learning based mapping

    Tournavitis, G., Wang, Z., Franke, B. & O'Boyle, M. F. P. 06/2009 In : ACM SIGPLAN Notices. 44, 6, p. 177-187 11 p.

    Research output: Contribution to journalJournal article

  67. Published

    Mapping parallelism to multi-cores: a machine learning based approach

    Wang, Z. & O'Boyle, M. F. P. 2009 Proceedings of the 14th ACM SIGPLAN symposium on Principles and Practice of Parallel Programming (PPoPP '09). New York, NY, USA: ACM, p. 75-84 10 p.

    Research output: Contribution in Book/Report/ProceedingsPaper

  68. Published

    Method and Compiler of Compiling a Program

    Wang, W., Wang, Z. & Zhong, X. 2009 US 2009/0089559 A1

    Research output: Patent

  69. Published

    Method of Managing Data Movement and Cell Broadband Engine Processor Using the Same SPE

    Wang, Z., Chen, L. & Wang, W. 2009 US 2009/0049431 A1

    Research output: Patent

  70. Published

    Overlay Instruction Accessing Unit and Overlay Instruction Accessing Method

    Chen, L., Feng, K. & Wang, Z. 2009 US 2009/0089507 A1

    Research output: Patent

  71. Published

    Towards a holistic approach to auto-parallelization: integrating profile-driven parallelism detection and machine-learning based mapping

    Tournavitis, G., Wang, Z., Franke, B. & O'Boyle, M. F. P. 2009 Proceedings of the ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI 2009). New York, NY, USA: ACM, p. 177-187 11 p.

    Research output: Contribution in Book/Report/ProceedingsPaper

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