Wenjie Ruan
Orcid: 0000-0002-8311-8738Affiliations:
- University of Exeter, UK
According to our database1,
Wenjie Ruan
authored at least 88 papers
between 2014 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
A survey of safety and trustworthiness of large language models through the lens of verification and validation.
Artif. Intell. Rev., July, 2024
Mach. Learn., June, 2024
Mach. Learn., April, 2024
Mach. Learn., April, 2024
Bridging formal methods and machine learning with model checking and global optimisation.
J. Log. Algebraic Methods Program., February, 2024
Enhancing robustness in video recognition models: Sparse adversarial attacks and beyond.
Neural Networks, 2024
ProTIP: Probabilistic Robustness Verification on Text-to-Image Diffusion Models against Stochastic Perturbation.
CoRR, 2024
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the IEEE International Conference on Acoustics, 2024
CROWD: Certified Robustness via Weight Distribution for Smoothed Classifiers against Backdoor Attack.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Mortality prediction with adaptive feature importance recalibration for peritoneal dialysis patients.
Patterns, December, 2023
Mach. Learn., May, 2023
<i>ODE4ViTRobustness</i>: A tool for understanding adversarial robustness of Vision Transformers.
Softw. Impacts, March, 2023
Artificial Intelligence: Foundations, Theory, and Algorithms, Springer, ISBN: 978-981-19-6813-6, 2023
Interpretable Machine Learning for COVID-19: An Empirical Study on Severity Prediction Task.
IEEE Trans. Artif. Intell., 2023
ReRoGCRL: Representation-based Robustness in Goal-Conditioned Reinforcement Learning.
CoRR, 2023
Mortality Prediction with Adaptive Feature Importance Recalibration for Peritoneal Dialysis Patients: a deep-learning-based study on a real-world longitudinal follow-up dataset.
CoRR, 2023
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the IEEE Intelligent Vehicles Symposium, 2023
Proceedings of the IEEE Intelligent Vehicles Symposium, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
TextVerifier: Robustness Verification for Textual Classifiers with Certifiable Guarantees.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
An intelligent stochastic optimization approach for stochastic order allocation problems with high-dimensional order uncertainties.
Comput. Ind. Eng., 2022
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022
Proceedings of the Formal Methods and Software Engineering, 2022
Proceedings of the IEEE International Conference on Data Mining, 2022
2021
Memory Augmented Hierarchical Attention Network for Next Point-of-Interest Recommendation.
IEEE Trans. Comput. Soc. Syst., 2021
Enabling Cost-Effective Population Health Monitoring By Exploiting Spatiotemporal Correlation: An Empirical Study.
ACM Trans. Comput. Heal., 2021
Distilling Knowledge from Publicly Available Online EMR Data to Emerging Epidemic for Prognosis.
Proceedings of the WWW '21: The Web Conference 2021, 2021
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
Proceedings of the 32nd British Machine Vision Conference 2021, 2021
2020
A game-based approximate verification of deep neural networks with provable guarantees.
Theor. Comput. Sci., 2020
A survey of safety and trustworthiness of deep neural networks: Verification, testing, adversarial attack and defence, and interpretability.
Comput. Sci. Rev., 2020
Interpretable Machine Learning for COVID-19: An Empirical Study on Severity Prediction Task.
CoRR, 2020
CovidCare: Transferring Knowledge from Existing EMR to Emerging Epidemic for Interpretable Prognosis.
CoRR, 2020
EV Charging Recommendation Concerning Preemptive Service and Charging Urgency Policy.
Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020
Proceedings of the 20th IEEE International Conference on Data Mining, 2020
ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
AdaCare: Explainable Clinical Health Status Representation Learning via Scale-Adaptive Feature Extraction and Recalibration.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context.
CoRR, 2019
Gaze-based Intention Anticipation over Driving Manoeuvres in Semi-Autonomous Vehicles.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019
Global Robustness Evaluation of Deep Neural Networks with Provable Guarantees for the Hamming Distance.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
2018
ACM Trans. Internet Techn., 2018
Compressive Representation for Device-Free Activity Recognition with Passive RFID Signal Strength.
IEEE Trans. Mob. Comput., 2018
IEEE Trans. Mob. Comput., 2018
Cubic-RBF-ARX modeling and model-based optimal setting control in head and tail stages of cut tobacco drying process.
Neural Comput. Appl., 2018
Device-free human localization and tracking with UHF passive RFID tags: A data-driven approach.
J. Netw. Comput. Appl., 2018
Global Robustness Evaluation of Deep Neural Networks with Provable Guarantees for L0 Norm.
CoRR, 2018
Related or Duplicate: Distinguishing Similar CQA Questions via Convolutional Neural Networks.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018
Proceedings of the 33rd ACM/IEEE International Conference on Automated Software Engineering, 2018
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
2017
Interpolating the Missing Values for Multi-Dimensional Spatial-Temporal Sensor Data: A Tensor SVD Approach.
Proceedings of the 14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, 2017
Recovering Missing Values from Corrupted Spatio-Temporal Sensory Data via Robust Low-Rank Tensor Completion.
Proceedings of the Database Systems for Advanced Applications, 2017
Proceedings of the Service Research and Innovation - 5th and 6th Australasian Symposium, 2017
2016
Proceedings of the 17th IEEE International Symposium on A World of Wireless, 2016
HOI-Loc: Towards unobstructive human localization with probabilistic multi-sensor fusion.
Proceedings of the 2016 IEEE International Conference on Pervasive Computing and Communication Workshops, 2016
PreventDark: Automatically detecting and preventing problematic use of smartphones in darkness.
Proceedings of the 2016 IEEE International Conference on Pervasive Computing and Communication Workshops, 2016
Unobtrusive human localization and activity recognition for supporting independent living of the elderly.
Proceedings of the 2016 IEEE International Conference on Pervasive Computing and Communication Workshops, 2016
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016
Forecasting Seasonal Time Series Using Weighted Gradient RBF Network based Autoregressive Model.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016
Recognizing Daily Living Activity Using Embedded Sensors in Smartphones: A Data-Driven Approach.
Proceedings of the Advanced Data Mining and Applications - 12th International Conference, 2016
2015
RF-Care: Device-Free Posture Recognition for Elderly People Using A Passive RFID Tag Array.
EAI Endorsed Trans. Ambient Syst., 2015
TagFall: Towards Unobstructive Fine-Grained Fall Detection based on UHF Passive RFID Tags.
Proceedings of the 12th EAI International Conference on Mobile and Ubiquitous Systems: Computing, 2015
Service Recommendation for Mashup Composition with Implicit Correlation Regularization.
Proceedings of the 2015 IEEE International Conference on Web Services, 2015
Unobtrusive Posture Recognition via Online Learning of Multi-dimensional RFID Received Signal Strength.
Proceedings of the 21st IEEE International Conference on Parallel and Distributed Systems, 2015
Freedom: Online Activity Recognition via Dictionary-Based Sparse Representation of RFID Sensing Data.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015
2014
Proceedings of the 11th International Conference on Mobile and Ubiquitous Systems: Computing, 2014
Exploring Tag-Free RFID-Based Passive Localization and Tracking via Learning-Based Probabilistic Approaches.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014