Skip to main content

Profile

Photo of Dr Wenjie Ruan

Dr Wenjie Ruan

Publications

Copyright Notice: Any articles made available for download are for personal use only. Any other use requires prior permission of the author and the copyright holder.

| 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 |

2020

  • Huang X, Kroening D, Ruan W, Sharp J, Sun Y, Thamo E, Wu M, Yi X. (2020) A survey of safety and trustworthiness of deep neural networks: Verification, testing, adversarial attack and defence, and interpretability, Computer Science Review, volume 37, DOI:10.1016/j.cosrev.2020.100270. [PDF]
  • Chen D, Wang J, Ruan W, Ni Q, Helal S. (2020) Enabling Cost-Effective Population Health Monitoring By Exploiting Spatiotemporal Correlation: An Empirical Study, arXiv preprint arXiv:2005.01423.
  • Ma L, Ma X, Gao J, Zhang C, Yu Z, Jiao X, Ruan W, Wang Y, Tang W, Wang J. (2020) CovidCare: Transferring Knowledge from Existing EMR to Emerging Epidemic for Interpretable Prognosis, arXiv preprint arXiv:2007.08848.
  • Ma L, Zhang C, Wang Y, Ruan W, Wang J, Tang W, Ma X, Gao X, Gao J. (2020) ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context, The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020, pages 833-840. [PDF]
  • Ma L, Gao J, Wang Y, Zhang C, Wang J, Ruan W, Tang W, Gao X, Ma X. (2020) AdaCare: Explainable Clinical Health Status Representation Learning via Scale-Adaptive Feature Extraction and Recalibration, The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020, pages 825-832. [PDF]
  • Wu M, Wicker M, Ruan W, Huang X, Kwiatkowska M. (2020) A game-based approximate verification of deep neural networks with provable guarantees, Theoretical Computer Science, volume 807, pages 298-329, DOI:10.1016/j.tcs.2019.05.046.

2019

  • Huang W, Sun Y, Sharp J, Ruan W, Meng J, Huang X. (2019) Coverage Guided Testing for Recurrent Neural Networks.
  • Ma L, Zhang C, Wang Y, Ruan W, Wang J, Tang W, Ma X, Gao X, Gao J. (2019) ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context, CoRR, volume abs/1911.12216. [PDF]
  • Ma L, Gao J, Wang Y, Zhang C, Wang J, Ruan W, Tang W, Gao X, Ma X. (2019) AdaCare: Explainable Clinical Health Status Representation Learning via Scale-Adaptive Feature Extraction and Recalibration, CoRR, volume abs/1911.12205. [PDF]
  • Ruan W, Wu M, Sun Y, Huang X, Kroening D, Kwiatkowska M. (2019) Global robustness evaluation of deep neural networks with provable guarantees for the hamming distance, IJCAI International Joint Conference on Artificial Intelligence, volume 2019-August, pages 5944-5952, DOI:10.24963/ijcai.2019/824. [PDF]
  • Wu M, Louw T, Lahijanian M, Ruan W, Huang X, Merat N, Kwiatkowska M. (2019) Gaze-based Intention Anticipation over Driving Manoeuvres in Semi-Autonomous Vehicles, IEEE International Conference on Intelligent Robots and Systems, pages 6210-6216, DOI:10.1109/IROS40897.2019.8967779.

2018

2017

2016

2015

2014

Showing 45 publications from Symplectic.