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Research

Dr Zheng Wang

Formerly at Lancaster University

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  1. 2020
  2. Published

    Optimizing Deep Learning Inference on Embedded Systems Through Adaptive Model Selection

    Sanz Marco, V., Taylor, B., Wang, Z. & Elkhatib, Y., 1/02/2020, In: ACM Transactions on Embedded Computing. 19, 1, 28 p., 2.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  3. 2019
  4. Published

    Auto-tuning MPI Collective Operations on Large-Scale Parallel Systems

    Zheng, W., Fang, J., Chen, J., Pan, X., Wang, H., Huang, C., Sun, X., Tang, T. & Wang, Z., 3/10/2019, The 21st IEEE International Conference on High Performance Computing and Communications. IEEE, p. 670-677 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  5. Published

    Relation-Aware Entity Alignment for Heterogeneous Knowledge Graphs

    Wu, Y., Liu, X., Feng, Y., Wang, Z., Yan, R. & Zhao, D., 31/07/2019, The 28th International Joint Conference on Artificial Intelligence (IJCAI). IJCAI, p. 5278-5284 7 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  6. Published

    Sensing Our World Using Wireless Signals

    Chen, X., Chen, L., Feng, C., Fang, D., Xiong, J., Cui, Y. & Wang, Z., 19/07/2019, In: IEEE Internet Computing. 23, 3, p. 38-45 8 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  7. Published

    Lattice CNNs for Matching Based Chinese Question Answering

    Lai, Y., Feng, Y., Yu, X., Wang, Z., Xu, K. & Zhao, D., 17/07/2019, Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence . AAAI, Vol. 33. p. 6634-6641 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  8. Published

    Exploiting Binary-level Code Virtualization to Protect Android Applications Against App Repackaging

    He, Z., Ye, G., Yuan, L., Tang, Z., Wang, X., Ren, J., Wang, W., Yang, J., Fang, D. & Wang, Z., 6/06/2019, In: IEEE Access. 7, p. 115062 - 115074 13 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  9. Published

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

    Chen, D., Fang, J., Chen, S., Xu, C. & Wang, Z., 1/06/2019, In: International Journal of Parallel Programming. 47, 3, p. 418-432 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  10. Published

    Function Merging by Sequence Alignment

    Rocha, R., Petoumenos, P., Wang, Z., Cole, M. & Leather, H., 16/02/2019, ACM/IEEE International Symposium on Code Generation and Optimization (CGO) 2019. ACM, p. 149-163 15 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  11. Published

    Find Me A Safe Zone: A Countermeasure for Channel State Information Based Attacks

    Zhang, J., Tang, Z., Li, M., Fang, D., Chen, X. & Wang, Z., 01/2019, In: Computers and Security. 80, p. 273-290 18 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  12. 2018
  13. Published

    Exploiting Code Diversity to Enhance Code Virtualization Protection

    Xue, C., Tang, Z., Ye, G., Li, G., Gong, X., Wang, W., Fang, D. & Wang, Z., 11/12/2018, 2018 IEEE 24th International Conference on Parallel and Distributed Systems (ICPADS). IEEE, p. 620-627 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  14. Published

    To Compress, or Not to Compress: Characterizing Deep Learning Model Compression for Embedded Inference

    Qing, Q., Yu, J., Ren, J., Gao, L., Wang, H., Zheng, J., Feng, Y., Fang, J. & Wang, Z., 11/12/2018, The 16th IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA). IEEE, p. 729-736 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  15. Published

    Proteus: Network-aware Web Browsing on Heterogeneous Mobile Systems

    Ren, J., Wang, X., Fang, J., Feng, Y., Zhu, D., Luo, Z. & Wang, Z., 4/12/2018, CoNEXT '18 Proceedings of the 14th International Conference on emerging Networking EXperiments and Technologies. New York: ACM, p. 379-392 14 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  16. Published

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

    Chen, D., Fang, J., Chen, S., Xu, C. & Wang, Z., 29/11/2018.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  17. Published

    Machine Learning in Compiler Optimization

    Wang, Z. & O'Boyle, M., 11/2018, In: Proceedings of the IEEE . 106, 11, p. 1879-1901 23 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  18. Published

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

    Zhang, J., Tang, Z., Li, M., Fang, D., Nurmi, P. T. & Wang, Z., 15/10/2018, The 24th ACM International Conference on Mobile Computing and Networking (MobiCom) . ACM, p. 305-320 16 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  19. Published

    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., 15/10/2018, 25th ACM Conference on Computer and Communications Security (CCS). New York: ACM, p. 332-348 17 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  20. E-pub ahead of print

    Adaptive Web Browsing on Mobile Heterogeneous Multi-cores

    Ren, J., Wang, X., Fang, J., Feng, Y. & Wang, Z., 24/09/2018, (E-pub ahead of print) In: IEEE Computer Architecture Letters. 4 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  21. 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/Proceedings › Other report

  22. Published

    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., 09/2018, In: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies. 2, 3, 34 p., 98.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  23. Published

    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., 15/07/2018, p. 2083–2093. 11 p.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  24. Published

    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., 1/07/2018, p. 1050-1056. 7 p.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  25. 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 Journal/Magazine › Journal article › peer-review

  26. Published

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

    Chen, S., Fang, J., Chen, D., Xu, C. & Wang, Z., 28/06/2018, The 20th IEEE International Conference on High Performance Computing and Communications (HPCC) . IEEE, p. 649-658 10 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  27. Published

    Adaptive Deep Learning Model Selection on Embedded Systems

    Taylor, B., Sanz Marco, V., Wolff, W., Elkhatib, Y. & Wang, Z., 19/06/2018, LCTES 2018 Proceedings of the 19th ACM SIGPLAN/SIGBED International Conference on Languages, Compilers, and Tools for Embedded Systems. New York: ACM, p. 31-43 13 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  28. Published

    Auto-tuning Streamed Applications on Intel Xeon Phi

    Zhang, P., Fang, J., Tang, T., Yang, C. & Wang, Z., 25/05/2018, 2018 IEEE International Parallel and Distributed Processing Symposium (IPDPS). IEEE, p. 515-525 11 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  29. 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 Journal/Magazine › Journal article › peer-review

  30. Published

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

    Zhang, P., Fang, J., Yang, C., Tang, T., Huang, C. & Wang, Z., 8/05/2018, CF '18 Proceedings of the 15th ACM International Conference on Computing Frontiers. New York: ACM, p. 26-35 10 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  31. 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 Journal/Magazine › Journal article › peer-review

  32. 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 Journal/Magazine › Journal article › peer-review

  33. 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/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  34. Published

    Scale Up Event Extraction Learning via Automatic Training Data Generation

    Zeng, Y., Feng, Y., Ma, R., Wang, Z., Yan, R., Shi, C. & Zhao, D., 1/01/2018, The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18). Palo Alto: AAAI, p. 6045-6052 8 p. (AAAI ; vol. 32).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  35. Published

    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., Chen, F. & Wang, Z., 2018, In: Sensors. 18, 7, 23 p., 2075.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  36. 2017
  37. Published

    AppIS: Protect Android Apps Against Runtime Repackaging Attacks

    Song, L., Tang, Z., Li, Z., Gong, X., Chen, X., Fang, D. & Wang, Z., 17/12/2017, 2017 IEEE 23rd International Conference on Parallel and Distributed Systems (ICPADS). IEEE, p. 25-32 8 p. (2017 IEEE 23rd International Conference on Parallel and Distributed Systems (ICPADS)).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  38. 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/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  39. 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/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  40. 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/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  41. 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/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  42. 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/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  43. 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/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  44. Published

    Exploit Dynamic Data Flows to Protect Software Against Semantic Attacks

    Kuang, K., Tang, Z., Gong, X., Fang, D., Chen, X., Zhang, H. & Wang, Z., 8/08/2017, 2017 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computed, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI). IEEE, 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  45. 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/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  46. 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/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  47. 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/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  48. 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., 1/03/2017, In: ACM Transactions on Architecture and Code Optimization. 14, 1, 25 p., 1.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  49. 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, p. 0-0 15 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  50. 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/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  51. 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/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  52. 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 Journal/Magazine › Journal article › peer-review

  53. 2016
  54. 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/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  55. 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/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

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