Get started
Author

Wenjie Ruan

A survey of safety and trustworthiness of deep neural networks: Verification, testing, adversarial attack and defence, and interpretability
2020 · Xiaowei Huang, Daniel Kroening, et al. · Computer Science Review · 535
PDF
Concolic testing for deep neural networks
2018 · Youcheng Sun, Min Wu, et al. · IEEE/ACM International Conference on Automated Software Engineering (ASE) · 336
PDF
Reachability Analysis of Deep Neural Networks with Provable Guarantees
2018 · Wenjie Ruan, Xiaowei Huang, et al. · International Joint Conference on Artificial Intelligence · 250
PDF
A survey of safety and trustworthiness of large language models through the lens of verification and validation
2024 · Xiaowei Huang, Wenjie Ruan, et al. · Artificial Intelligence Review · 166
ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context
2020 · Liantao Ma, Chaohe Zhang, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 164
AudioGest
2016 · Wenjie Ruan, Quan Z. Sheng, et al. · ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp) · 152
AdaCare: Explainable Clinical Health Status Representation Learning via Scale-Adaptive Feature Extraction and Recalibration
2020 · Liantao Ma, Junyi Gao, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 123
Compressive Representation for Device-Free Activity Recognition with Passive RFID Signal Strength
2017 · Lina Yao, Quan Z. Sheng, et al. · IEEE Transactions on Mobile Computing · 117
A game-based approximate verification of deep neural networks with provable guarantees
2019 · Min Wu, Matthew Wicker, et al. · Theoretical Computer Science · 109
Global Robustness Evaluation of Deep Neural Networks with Provable Guarantees for the Hamming Distance
2019 · Wenjie Ruan, Min Wu, et al. · International Joint Conference on Artificial Intelligence · 90
PDF
A modeling and control approach to magnetic levitation system based on state-dependent ARX model
2013 · Yemei Qin, Hui Peng, et al. · Journal of Process Control · 79
Device-free human localization and tracking with UHF passive RFID tags: A data-driven approach
2017 · Wenjie Ruan, Quan Z. Sheng, et al. · Journal of Network and Computer Applications · 57
RF-Care: Device-Free Posture Recognition for Elderly People Using A Passive RFID Tag Array
2015 · Lina Yao, Quan Z. Sheng, et al. · EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous) · 53
PDF
TagTrack: Device-Free Localization and Tracking Using Passive RFID Tags
2014 · Wenjie Ruan, Lina Yao, et al. · EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MobiQuitous) · 50
PDF
TagFall: Towards Unobstructive Fine-Grained Fall Detection based on UHF Passive RFID Tags
2015 · Wenjie Ruan, Lina Yao, et al. · EAI Endorsed Transactions on Internet of Things · 48
PDF
Service Recommendation for Mashup Composition with Implicit Correlation Regularization
2015 · Lina Yao, Xianzhi Wang, et al. · IEEE International Conference on Web Services (ICWS) · 47
Adversarial Driving: Attacking End-to-End Autonomous Driving
2023 · Han Wu, Syed Yunas, et al. · IEEE Intelligent Vehicles Symposium · 46
PDF
Device-free indoor localization and tracking through Human-Object Interactions
2016 · Wenjie Ruan, Quan Z. Sheng, et al. · IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM) · 40
DIMBA: discretely masked black-box attack in single object tracking
2022 · Xiangyu Yin, Wenjie Ruan, et al. · Machine Learning · 37
PDF
Interpretable Machine Learning for COVID-19: An Empirical Study on Severity Prediction Task
2021 · Han Wu, Wenjie Ruan, et al. · PubMed Central · 37
PDF
Cubic-RBF-ARX modeling and model-based optimal setting control in head and tail stages of cut tobacco drying process
2016 · Feng Zhou, Hui Peng, et al. · Neural Computing and Applications · 36
Safety and Trustworthiness of Deep Neural Networks: A Survey
2018 · Xiaowei Huang, Daniel Kroening, et al. · arXiv (Cornell University) · 35
Memory Augmented Hierarchical Attention Network for Next Point-of-Interest Recommendation
2020 · Chenwang Zheng, Dan Tao, et al. · IEEE Transactions on Computational Social Systems · 30
Gaze-based Intention Anticipation over Driving Manoeuvres in Semi-Autonomous Vehicles
2019 · Min Wu, Tyron Louw, et al. · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) · 29
PDF
Distilling Knowledge from Publicly Available Online EMR Data to Emerging Epidemic for Prognosis
2021 · Liantao Ma, Xinyu Ma, et al. · International World Wide Web Conference (WWW) · 27
Works count: 124
Citation count: 3,307
H-index: 25
I10-index: 52
Year
Topic
Type