BibTeX records: Wenjie Ruan

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@article{DBLP:journals/jlap/BensalemHRTWZ24,
  author       = {Saddek Bensalem and
                  Xiaowei Huang and
                  Wenjie Ruan and
                  Qiyi Tang and
                  Changshun Wu and
                  Xingyu Zhao},
  title        = {Bridging formal methods and machine learning with model checking and
                  global optimisation},
  journal      = {J. Log. Algebraic Methods Program.},
  volume       = {137},
  pages        = {100941},
  year         = {2024},
  url          = {https://doi.org/10.1016/j.jlamp.2023.100941},
  doi          = {10.1016/J.JLAMP.2023.100941},
  timestamp    = {Fri, 22 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jlap/BensalemHRTWZ24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MuMZZHR24,
  author       = {Ronghui Mu and
                  Leandro Soriano Marcolino and
                  Yanghao Zhang and
                  Tianle Zhang and
                  Xiaowei Huang and
                  Wenjie Ruan},
  editor       = {Michael J. Wooldridge and
                  Jennifer G. Dy and
                  Sriraam Natarajan},
  title        = {Reward Certification for Policy Smoothed Reinforcement Learning},
  booktitle    = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2024, Thirty-Sixth Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
                  Canada},
  pages        = {21429--21437},
  publisher    = {{AAAI} Press},
  year         = {2024},
  url          = {https://doi.org/10.1609/aaai.v38i19.30139},
  doi          = {10.1609/AAAI.V38I19.30139},
  timestamp    = {Wed, 27 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aaai/MuMZZHR24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YinWLF0HR24,
  author       = {Xiangyu Yin and
                  Sihao Wu and
                  Jiaxu Liu and
                  Meng Fang and
                  Xingyu Zhao and
                  Xiaowei Huang and
                  Wenjie Ruan},
  editor       = {Michael J. Wooldridge and
                  Jennifer G. Dy and
                  Sriraam Natarajan},
  title        = {Representation-Based Robustness in Goal-Conditioned Reinforcement
                  Learning},
  booktitle    = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2024, Thirty-Sixth Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
                  Canada},
  pages        = {21761--21769},
  publisher    = {{AAAI} Press},
  year         = {2024},
  url          = {https://doi.org/10.1609/aaai.v38i19.30176},
  doi          = {10.1609/AAAI.V38I19.30176},
  timestamp    = {Wed, 27 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aaai/YinWLF0HR24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-01822,
  author       = {Yi Dong and
                  Ronghui Mu and
                  Gaojie Jin and
                  Yi Qi and
                  Jinwei Hu and
                  Xingyu Zhao and
                  Jie Meng and
                  Wenjie Ruan and
                  Xiaowei Huang},
  title        = {Building Guardrails for Large Language Models},
  journal      = {CoRR},
  volume       = {abs/2402.01822},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.01822},
  doi          = {10.48550/ARXIV.2402.01822},
  eprinttype    = {arXiv},
  eprint       = {2402.01822},
  timestamp    = {Thu, 29 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-01822.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-15429,
  author       = {Yi Zhang and
                  Yun Tang and
                  Wenjie Ruan and
                  Xiaowei Huang and
                  Siddartha Khastgir and
                  Paul A. Jennings and
                  Xingyu Zhao},
  title        = {ProTIP: Probabilistic Robustness Verification on Text-to-Image Diffusion
                  Models against Stochastic Perturbation},
  journal      = {CoRR},
  volume       = {abs/2402.15429},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.15429},
  doi          = {10.48550/ARXIV.2402.15429},
  eprinttype    = {arXiv},
  eprint       = {2402.15429},
  timestamp    = {Fri, 22 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-15429.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-17729,
  author       = {Yanghao Zhang and
                  Tianle Zhang and
                  Ronghui Mu and
                  Xiaowei Huang and
                  Wenjie Ruan},
  title        = {Towards Fairness-Aware Adversarial Learning},
  journal      = {CoRR},
  volume       = {abs/2402.17729},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.17729},
  doi          = {10.48550/ARXIV.2402.17729},
  eprinttype    = {arXiv},
  eprint       = {2402.17729},
  timestamp    = {Mon, 25 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-17729.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/aifta/HuangJR23,
  author       = {Xiaowei Huang and
                  Gaojie Jin and
                  Wenjie Ruan},
  title        = {Machine Learning Safety},
  series       = {Artificial Intelligence: Foundations, Theory, and Algorithms},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-981-19-6814-3},
  doi          = {10.1007/978-981-19-6814-3},
  isbn         = {978-981-19-6813-6},
  timestamp    = {Sun, 14 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/aifta/HuangJR23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZhangRWH23,
  author       = {Yanghao Zhang and
                  Wenjie Ruan and
                  Fu Wang and
                  Xiaowei Huang},
  title        = {Generalizing universal adversarial perturbations for deep neural networks},
  journal      = {Mach. Learn.},
  volume       = {112},
  number       = {5},
  pages        = {1597--1626},
  year         = {2023},
  url          = {https://doi.org/10.1007/s10994-023-06306-z},
  doi          = {10.1007/S10994-023-06306-Z},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/ZhangRWH23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/patterns/MaZGJYZWMWTZRW23,
  author       = {Liantao Ma and
                  Chaohe Zhang and
                  Junyi Gao and
                  Xianfeng Jiao and
                  Zhihao Yu and
                  Yinghao Zhu and
                  Tianlong Wang and
                  Xinyu Ma and
                  Yasha Wang and
                  Wen Tang and
                  Xinju Zhao and
                  Wenjie Ruan and
                  Tao Wang},
  title        = {Mortality prediction with adaptive feature importance recalibration
                  for peritoneal dialysis patients},
  journal      = {Patterns},
  volume       = {4},
  number       = {12},
  pages        = {100892},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.patter.2023.100892},
  doi          = {10.1016/J.PATTER.2023.100892},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/patterns/MaZGJYZWMWTZRW23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simpa/WangRY23,
  author       = {Zheng Wang and
                  Wenjie Ruan and
                  Xiangyu Yin},
  title        = {\emph{ODE4ViTRobustness}: {A} tool for understanding adversarial robustness
                  of Vision Transformers},
  journal      = {Softw. Impacts},
  volume       = {15},
  pages        = {100449},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.simpa.2022.100449},
  doi          = {10.1016/J.SIMPA.2022.100449},
  timestamp    = {Thu, 13 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/simpa/WangRY23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tai/WuR0ZLGCCLLH23,
  author       = {Han Wu and
                  Wenjie Ruan and
                  Jiangtao Wang and
                  Dingchang Zheng and
                  Bei Liu and
                  Yayuan Geng and
                  Xiangfei Chai and
                  Jian Chen and
                  Kunwei Li and
                  Shaolin Li and
                  Sumi Helal},
  title        = {Interpretable Machine Learning for {COVID-19:} An Empirical Study
                  on Severity Prediction Task},
  journal      = {{IEEE} Trans. Artif. Intell.},
  volume       = {4},
  number       = {4},
  pages        = {764--777},
  year         = {2023},
  url          = {https://doi.org/10.1109/TAI.2021.3092698},
  doi          = {10.1109/TAI.2021.3092698},
  timestamp    = {Sat, 05 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tai/WuR0ZLGCCLLH23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/CaiZSZRH23,
  author       = {Yuanying Cai and
                  Chuheng Zhang and
                  Wei Shen and
                  Xuyun Zhang and
                  Wenjie Ruan and
                  Longbo Huang},
  editor       = {Brian Williams and
                  Yiling Chen and
                  Jennifer Neville},
  title        = {RePreM: Representation Pre-training with Masked Model for Reinforcement
                  Learning},
  booktitle    = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2023, Thirty-Fifth Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
                  7-14, 2023},
  pages        = {6879--6887},
  publisher    = {{AAAI} Press},
  year         = {2023},
  url          = {https://doi.org/10.1609/aaai.v37i6.25842},
  doi          = {10.1609/AAAI.V37I6.25842},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aaai/CaiZSZRH23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MuRMJN23,
  author       = {Ronghui Mu and
                  Wenjie Ruan and
                  Leandro Soriano Marcolino and
                  Gaojie Jin and
                  Qiang Ni},
  editor       = {Brian Williams and
                  Yiling Chen and
                  Jennifer Neville},
  title        = {Certified Policy Smoothing for Cooperative Multi-Agent Reinforcement
                  Learning},
  booktitle    = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2023, Thirty-Fifth Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
                  7-14, 2023},
  pages        = {15046--15054},
  publisher    = {{AAAI} Press},
  year         = {2023},
  url          = {https://doi.org/10.1609/aaai.v37i12.26756},
  doi          = {10.1609/AAAI.V37I12.26756},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/MuRMJN23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangXRH23,
  author       = {Fu Wang and
                  Peipei Xu and
                  Wenjie Ruan and
                  Xiaowei Huang},
  editor       = {Brian Williams and
                  Yiling Chen and
                  Jennifer Neville},
  title        = {Towards Verifying the Geometric Robustness of Large-Scale Neural Networks},
  booktitle    = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2023, Thirty-Fifth Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
                  7-14, 2023},
  pages        = {15197--15205},
  publisher    = {{AAAI} Press},
  year         = {2023},
  url          = {https://doi.org/10.1609/aaai.v37i12.26773},
  doi          = {10.1609/AAAI.V37I12.26773},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/WangXRH23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangRX23,
  author       = {Chi Zhang and
                  Wenjie Ruan and
                  Peipei Xu},
  editor       = {Brian Williams and
                  Yiling Chen and
                  Jennifer Neville},
  title        = {Reachability Analysis of Neural Network Control Systems},
  booktitle    = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2023, Thirty-Fifth Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
                  7-14, 2023},
  pages        = {15287--15295},
  publisher    = {{AAAI} Press},
  year         = {2023},
  url          = {https://doi.org/10.1609/aaai.v37i12.26783},
  doi          = {10.1609/AAAI.V37I12.26783},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ZhangRX23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SunR23,
  author       = {Siqi Sun and
                  Wenjie Ruan},
  editor       = {Anna Rogers and
                  Jordan L. Boyd{-}Graber and
                  Naoaki Okazaki},
  title        = {TextVerifier: Robustness Verification for Textual Classifiers with
                  Certifiable Guarantees},
  booktitle    = {Findings of the Association for Computational Linguistics: {ACL} 2023,
                  Toronto, Canada, July 9-14, 2023},
  pages        = {4362--4380},
  publisher    = {Association for Computational Linguistics},
  year         = {2023},
  url          = {https://doi.org/10.18653/v1/2023.findings-acl.267},
  doi          = {10.18653/V1/2023.FINDINGS-ACL.267},
  timestamp    = {Thu, 10 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/SunR23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/XuWRZH23,
  author       = {Peipei Xu and
                  Fu Wang and
                  Wenjie Ruan and
                  Chi Zhang and
                  Xiaowei Huang},
  title        = {Sora: Scalable Black-Box Reachability Analyser on Neural Networks},
  booktitle    = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
                  {ICASSP} 2023, Rhodes Island, Greece, June 4-10, 2023},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICASSP49357.2023.10097180},
  doi          = {10.1109/ICASSP49357.2023.10097180},
  timestamp    = {Sun, 05 Nov 2023 16:51:21 +0100},
  biburl       = {https://dblp.org/rec/conf/icassp/XuWRZH23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ivs/WuYRRW23,
  author       = {Han Wu and
                  Syed Yunas and
                  Sareh Rowlands and
                  Wenjie Ruan and
                  Johan Wahlstr{\"{o}}m},
  title        = {Adversarial Driving: Attacking End-to-End Autonomous Driving},
  booktitle    = {{IEEE} Intelligent Vehicles Symposium, {IV} 2023, Anchorage, AK, USA,
                  June 4-7, 2023},
  pages        = {1--7},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/IV55152.2023.10186386},
  doi          = {10.1109/IV55152.2023.10186386},
  timestamp    = {Tue, 08 Aug 2023 10:24:13 +0200},
  biburl       = {https://dblp.org/rec/conf/ivs/WuYRRW23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ivs/WuYRRW23a,
  author       = {Han Wu and
                  Syed Yunas and
                  Sareh Rowlands and
                  Wenjie Ruan and
                  Johan Wahlstr{\"{o}}m},
  title        = {Adversarial Detection: Attacking Object Detection in Real Time},
  booktitle    = {{IEEE} Intelligent Vehicles Symposium, {IV} 2023, Anchorage, AK, USA,
                  June 4-7, 2023},
  pages        = {1--7},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/IV55152.2023.10186608},
  doi          = {10.1109/IV55152.2023.10186608},
  timestamp    = {Tue, 08 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ivs/WuYRRW23a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/WangFZR23,
  author       = {Fu Wang and
                  Zeyu Fu and
                  Yanghao Zhang and
                  Wenjie Ruan},
  editor       = {Hayit Greenspan and
                  Anant Madabhushi and
                  Parvin Mousavi and
                  Septimiu Salcudean and
                  James Duncan and
                  Tanveer F. Syeda{-}Mahmood and
                  Russell H. Taylor},
  title        = {Self-adaptive Adversarial Training for Robust Medical Segmentation},
  booktitle    = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
                  2023 - 26th International Conference, Vancouver, BC, Canada, October
                  8-12, 2023, Proceedings, Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {14222},
  pages        = {725--735},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-43898-1\_69},
  doi          = {10.1007/978-3-031-43898-1\_69},
  timestamp    = {Thu, 05 Oct 2023 18:00:36 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/WangFZR23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ZhangRWXMH23,
  author       = {Chi Zhang and
                  Wenjie Ruan and
                  Fu Wang and
                  Peipei Xu and
                  Geyong Min and
                  Xiaowei Huang},
  editor       = {Hisashi Kashima and
                  Tsuyoshi Id{\'{e}} and
                  Wen{-}Chih Peng},
  title        = {Model-Agnostic Reachability Analysis on Deep Neural Networks},
  booktitle    = {Advances in Knowledge Discovery and Data Mining - 27th Pacific-Asia
                  Conference on Knowledge Discovery and Data Mining, {PAKDD} 2023, Osaka,
                  Japan, May 25-28, 2023, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13935},
  pages        = {341--354},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-33374-3\_27},
  doi          = {10.1007/978-3-031-33374-3\_27},
  timestamp    = {Wed, 31 May 2023 14:56:56 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/ZhangRWXMH23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-07107,
  author       = {Liantao Ma and
                  Chaohe Zhang and
                  Junyi Gao and
                  Xianfeng Jiao and
                  Zhihao Yu and
                  Xinyu Ma and
                  Yasha Wang and
                  Wen Tang and
                  Xinju Zhao and
                  Wenjie Ruan and
                  Tao Wang},
  title        = {Mortality Prediction with Adaptive Feature Importance Recalibration
                  for Peritoneal Dialysis Patients: a deep-learning-based study on a
                  real-world longitudinal follow-up dataset},
  journal      = {CoRR},
  volume       = {abs/2301.07107},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2301.07107},
  doi          = {10.48550/ARXIV.2301.07107},
  eprinttype    = {arXiv},
  eprint       = {2301.07107},
  timestamp    = {Thu, 19 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2301-07107.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-12100,
  author       = {Chi Zhang and
                  Wenjie Ruan and
                  Peipei Xu},
  title        = {Reachability Analysis of Neural Network Control Systems},
  journal      = {CoRR},
  volume       = {abs/2301.12100},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2301.12100},
  doi          = {10.48550/ARXIV.2301.12100},
  eprinttype    = {arXiv},
  eprint       = {2301.12100},
  timestamp    = {Tue, 31 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2301-12100.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-12456,
  author       = {Fu Wang and
                  Peipei Xu and
                  Wenjie Ruan and
                  Xiaowei Huang},
  title        = {Towards Verifying the Geometric Robustness of Large-scale Neural Networks},
  journal      = {CoRR},
  volume       = {abs/2301.12456},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2301.12456},
  doi          = {10.48550/ARXIV.2301.12456},
  eprinttype    = {arXiv},
  eprint       = {2301.12456},
  timestamp    = {Wed, 01 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2301-12456.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-01668,
  author       = {Yuanying Cai and
                  Chuheng Zhang and
                  Wei Shen and
                  Xuyun Zhang and
                  Wenjie Ruan and
                  Longbo Huang},
  title        = {RePreM: Representation Pre-training with Masked Model for Reinforcement
                  Learning},
  journal      = {CoRR},
  volume       = {abs/2303.01668},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2303.01668},
  doi          = {10.48550/ARXIV.2303.01668},
  eprinttype    = {arXiv},
  eprint       = {2303.01668},
  timestamp    = {Mon, 06 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2303-01668.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-00813,
  author       = {Chi Zhang and
                  Wenjie Ruan and
                  Fu Wang and
                  Peipei Xu and
                  Geyong Min and
                  Xiaowei Huang},
  title        = {Model-Agnostic Reachability Analysis on Deep Neural Networks},
  journal      = {CoRR},
  volume       = {abs/2304.00813},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2304.00813},
  doi          = {10.48550/ARXIV.2304.00813},
  eprinttype    = {arXiv},
  eprint       = {2304.00813},
  timestamp    = {Mon, 17 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2304-00813.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-11391,
  author       = {Xiaowei Huang and
                  Wenjie Ruan and
                  Wei Huang and
                  Gaojie Jin and
                  Yi Dong and
                  Changshun Wu and
                  Saddek Bensalem and
                  Ronghui Mu and
                  Yi Qi and
                  Xingyu Zhao and
                  Kaiwen Cai and
                  Yanghao Zhang and
                  Sihao Wu and
                  Peipei Xu and
                  Dengyu Wu and
                  Andr{\'{e}} Freitas and
                  Mustafa A. Mustafa},
  title        = {A Survey of Safety and Trustworthiness of Large Language Models through
                  the Lens of Verification and Validation},
  journal      = {CoRR},
  volume       = {abs/2305.11391},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.11391},
  doi          = {10.48550/ARXIV.2305.11391},
  eprinttype    = {arXiv},
  eprint       = {2305.11391},
  timestamp    = {Thu, 29 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-11391.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-06436,
  author       = {Ronghui Mu and
                  Leandro Soriano Marcolino and
                  Tianle Zhang and
                  Yanghao Zhang and
                  Xiaowei Huang and
                  Wenjie Ruan},
  title        = {Reward Certification for Policy Smoothed Reinforcement Learning},
  journal      = {CoRR},
  volume       = {abs/2312.06436},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.06436},
  doi          = {10.48550/ARXIV.2312.06436},
  eprinttype    = {arXiv},
  eprint       = {2312.06436},
  timestamp    = {Mon, 25 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2312-06436.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-07392,
  author       = {Xiangyu Yin and
                  Sihao Wu and
                  Jiaxu Liu and
                  Meng Fang and
                  Xingyu Zhao and
                  Xiaowei Huang and
                  Wenjie Ruan},
  title        = {ReRoGCRL: Representation-based Robustness in Goal-Conditioned Reinforcement
                  Learning},
  journal      = {CoRR},
  volume       = {abs/2312.07392},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.07392},
  doi          = {10.48550/ARXIV.2312.07392},
  eprinttype    = {arXiv},
  eprint       = {2312.07392},
  timestamp    = {Thu, 01 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2312-07392.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/candie/ZhangGRWZ22,
  author       = {Zhenzhong Zhang and
                  Chunxiang Guo and
                  Wenjie Ruan and
                  Wei Wang and
                  Peng Zhou},
  title        = {An intelligent stochastic optimization approach for stochastic order
                  allocation problems with high-dimensional order uncertainties},
  journal      = {Comput. Ind. Eng.},
  volume       = {167},
  pages        = {108008},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.cie.2022.108008},
  doi          = {10.1016/J.CIE.2022.108008},
  timestamp    = {Sat, 15 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/candie/ZhangGRWZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tr/HuangSZSRMH22,
  author       = {Wei Huang and
                  Youcheng Sun and
                  Xingyu Zhao and
                  James Sharp and
                  Wenjie Ruan and
                  Jie Meng and
                  Xiaowei Huang},
  title        = {Coverage-Guided Testing for Recurrent Neural Networks},
  journal      = {{IEEE} Trans. Reliab.},
  volume       = {71},
  number       = {3},
  pages        = {1191--1206},
  year         = {2022},
  url          = {https://doi.org/10.1109/TR.2021.3080664},
  doi          = {10.1109/TR.2021.3080664},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tr/HuangSZSRMH22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GaoZCWR022,
  author       = {Xin Gao and
                  Zhengye Zhu and
                  Xu Chu and
                  Yasha Wang and
                  Wenjie Ruan and
                  Junfeng Zhao},
  editor       = {Xingquan Zhu and
                  Sanjay Ranka and
                  My T. Thai and
                  Takashi Washio and
                  Xindong Wu},
  title        = {Enhancing Robust Text Classification via Category Description},
  booktitle    = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
                  FL, USA, November 28 - Dec. 1, 2022},
  pages        = {151--160},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/ICDM54844.2022.00025},
  doi          = {10.1109/ICDM54844.2022.00025},
  timestamp    = {Thu, 02 Feb 2023 13:50:02 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/GaoZCWR022.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icfem/HuangRTZ22,
  author       = {Xiaowei Huang and
                  Wenjie Ruan and
                  Qiyi Tang and
                  Xingyu Zhao},
  editor       = {Adri{\'{a}}n Riesco and
                  Min Zhang},
  title        = {Bridging Formal Methods and Machine Learning with Global Optimisation},
  booktitle    = {Formal Methods and Software Engineering - 23rd International Conference
                  on Formal Engineering Methods, {ICFEM} 2022, Madrid, Spain, October
                  24-27, 2022, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {13478},
  pages        = {1--19},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-17244-1\_1},
  doi          = {10.1007/978-3-031-17244-1\_1},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icfem/HuangRTZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhangRF22,
  author       = {Tianle Zhang and
                  Wenjie Ruan and
                  Jonathan E. Fieldsend},
  editor       = {Massih{-}Reza Amini and
                  St{\'{e}}phane Canu and
                  Asja Fischer and
                  Tias Guns and
                  Petra Kralj Novak and
                  Grigorios Tsoumakas},
  title        = {PRoA: {A} Probabilistic Robustness Assessment Against Functional Perturbations},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases - European Conference,
                  {ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
                  Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13715},
  pages        = {154--170},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-26409-2\_10},
  doi          = {10.1007/978-3-031-26409-2\_10},
  timestamp    = {Tue, 28 Mar 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/ZhangRF22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WangR22,
  author       = {Zheng Wang and
                  Wenjie Ruan},
  editor       = {Massih{-}Reza Amini and
                  St{\'{e}}phane Canu and
                  Asja Fischer and
                  Tias Guns and
                  Petra Kralj Novak and
                  Grigorios Tsoumakas},
  title        = {Understanding Adversarial Robustness of Vision Transformers via Cauchy
                  Problem},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases - European Conference,
                  {ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
                  Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13715},
  pages        = {562--577},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-26409-2\_34},
  doi          = {10.1007/978-3-031-26409-2\_34},
  timestamp    = {Thu, 14 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/WangR22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-02036,
  author       = {Tianle Zhang and
                  Wenjie Ruan and
                  Jonathan E. Fieldsend},
  title        = {PRoA: {A} Probabilistic Robustness Assessment against Functional Perturbations},
  journal      = {CoRR},
  volume       = {abs/2207.02036},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2207.02036},
  doi          = {10.48550/ARXIV.2207.02036},
  eprinttype    = {arXiv},
  eprint       = {2207.02036},
  timestamp    = {Wed, 06 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2207-02036.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-07539,
  author       = {Ronghui Mu and
                  Wenjie Ruan and
                  Leandro Soriano Marcolino and
                  Qiang Ni},
  title        = {3DVerifier: Efficient Robustness Verification for 3D Point Cloud Models},
  journal      = {CoRR},
  volume       = {abs/2207.07539},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2207.07539},
  doi          = {10.48550/ARXIV.2207.07539},
  eprinttype    = {arXiv},
  eprint       = {2207.07539},
  timestamp    = {Tue, 19 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2207-07539.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-08044,
  author       = {Xiangyu Yin and
                  Wenjie Ruan and
                  Jonathan E. Fieldsend},
  title        = {{DIMBA:} Discretely Masked Black-Box Attack in Single Object Tracking},
  journal      = {CoRR},
  volume       = {abs/2207.08044},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2207.08044},
  doi          = {10.48550/ARXIV.2207.08044},
  eprinttype    = {arXiv},
  eprint       = {2207.08044},
  timestamp    = {Tue, 19 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2207-08044.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-00906,
  author       = {Zheng Wang and
                  Wenjie Ruan},
  title        = {Understanding Adversarial Robustness of Vision Transformers via Cauchy
                  Problem},
  journal      = {CoRR},
  volume       = {abs/2208.00906},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2208.00906},
  doi          = {10.48550/ARXIV.2208.00906},
  eprinttype    = {arXiv},
  eprint       = {2208.00906},
  timestamp    = {Thu, 13 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2208-00906.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-01962,
  author       = {Han Wu and
                  Syed Yunas and
                  Sareh Rowlands and
                  Wenjie Ruan and
                  Johan Wahlstr{\"{o}}m},
  title        = {Adversarial Detection: Attacking Object Detection in Real Time},
  journal      = {CoRR},
  volume       = {abs/2209.01962},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2209.01962},
  doi          = {10.48550/ARXIV.2209.01962},
  eprinttype    = {arXiv},
  eprint       = {2209.01962},
  timestamp    = {Mon, 26 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2209-01962.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-11746,
  author       = {Ronghui Mu and
                  Wenjie Ruan and
                  Leandro Soriano Marcolino and
                  Gaojie Jin and
                  Qiang Ni},
  title        = {Certified Policy Smoothing for Cooperative Multi-Agent Reinforcement
                  Learning},
  journal      = {CoRR},
  volume       = {abs/2212.11746},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2212.11746},
  doi          = {10.48550/ARXIV.2212.11746},
  eprinttype    = {arXiv},
  eprint       = {2212.11746},
  timestamp    = {Wed, 04 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2212-11746.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/health/ChenWRNH21,
  author       = {Dawei Chen and
                  Jiangtao Wang and
                  Wenjie Ruan and
                  Qiang Ni and
                  Sumi Helal},
  title        = {Enabling Cost-Effective Population Health Monitoring By Exploiting
                  Spatiotemporal Correlation: An Empirical Study},
  journal      = {{ACM} Trans. Comput. Heal.},
  volume       = {2},
  number       = {2},
  pages        = {11:1--11:19},
  year         = {2021},
  url          = {https://doi.org/10.1145/3428665},
  doi          = {10.1145/3428665},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/health/ChenWRNH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcss/ZhengTWCRY21,
  author       = {Chenwang Zheng and
                  Dan Tao and
                  Jiangtao Wang and
                  Lei Cui and
                  Wenjie Ruan and
                  Shui Yu},
  title        = {Memory Augmented Hierarchical Attention Network for Next Point-of-Interest
                  Recommendation},
  journal      = {{IEEE} Trans. Comput. Soc. Syst.},
  volume       = {8},
  number       = {2},
  pages        = {489--499},
  year         = {2021},
  url          = {https://doi.org/10.1109/TCSS.2020.3036661},
  doi          = {10.1109/TCSS.2020.3036661},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tcss/ZhengTWCRY21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/MuRMN21,
  author       = {Ronghui Mu and
                  Wenjie Ruan and
                  Leandro Soriano Marcolino and
                  Qiang Ni},
  title        = {Sparse Adversarial Video Attacks with Spatial Transformations},
  booktitle    = {32nd British Machine Vision Conference 2021, {BMVC} 2021, Online,
                  November 22-25, 2021},
  pages        = {101},
  publisher    = {{BMVA} Press},
  year         = {2021},
  url          = {https://www.bmvc2021-virtualconference.com/assets/papers/1529.pdf},
  timestamp    = {Wed, 22 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bmvc/MuRMN21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/RuanY021,
  author       = {Wenjie Ruan and
                  Xinping Yi and
                  Xiaowei Huang},
  editor       = {Gianluca Demartini and
                  Guido Zuccon and
                  J. Shane Culpepper and
                  Zi Huang and
                  Hanghang Tong},
  title        = {Adversarial Robustness of Deep Learning: Theory, Algorithms, and Applications},
  booktitle    = {{CIKM} '21: The 30th {ACM} International Conference on Information
                  and Knowledge Management, Virtual Event, Queensland, Australia, November
                  1 - 5, 2021},
  pages        = {4866--4869},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3459637.3482029},
  doi          = {10.1145/3459637.3482029},
  timestamp    = {Tue, 16 Aug 2022 23:04:38 +0200},
  biburl       = {https://dblp.org/rec/conf/cikm/RuanY021.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/MaMGJYZRWTW21,
  author       = {Liantao Ma and
                  Xinyu Ma and
                  Junyi Gao and
                  Xianfeng Jiao and
                  Zhihao Yu and
                  Chaohe Zhang and
                  Wenjie Ruan and
                  Yasha Wang and
                  Wen Tang and
                  Jiangtao Wang},
  editor       = {Jure Leskovec and
                  Marko Grobelnik and
                  Marc Najork and
                  Jie Tang and
                  Leila Zia},
  title        = {Distilling Knowledge from Publicly Available Online {EMR} Data to
                  Emerging Epidemic for Prognosis},
  booktitle    = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,
                  April 19-23, 2021},
  pages        = {3558--3568},
  publisher    = {{ACM} / {IW3C2}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3442381.3449855},
  doi          = {10.1145/3442381.3449855},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/www/MaMGJYZRWTW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-00989,
  author       = {Yanghao Zhang and
                  Fu Wang and
                  Wenjie Ruan},
  title        = {Fooling Object Detectors: Adversarial Attacks by Half-Neighbor Masks},
  journal      = {CoRR},
  volume       = {abs/2101.00989},
  year         = {2021},
  url          = {https://arxiv.org/abs/2101.00989},
  eprinttype    = {arXiv},
  eprint       = {2101.00989},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2101-00989.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-03076,
  author       = {Fu Wang and
                  Yanghao Zhang and
                  Yanbin Zheng and
                  Wenjie Ruan},
  title        = {Gradient-Guided Dynamic Efficient Adversarial Training},
  journal      = {CoRR},
  volume       = {abs/2103.03076},
  year         = {2021},
  url          = {https://arxiv.org/abs/2103.03076},
  eprinttype    = {arXiv},
  eprint       = {2103.03076},
  timestamp    = {Mon, 15 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2103-03076.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-09151,
  author       = {Han Wu and
                  Wenjie Ruan},
  title        = {Adversarial Driving: Attacking End-to-End Autonomous Driving Systems},
  journal      = {CoRR},
  volume       = {abs/2103.09151},
  year         = {2021},
  url          = {https://arxiv.org/abs/2103.09151},
  eprinttype    = {arXiv},
  eprint       = {2103.09151},
  timestamp    = {Tue, 23 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2103-09151.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-01734,
  author       = {Nicolas Berthier and
                  Youcheng Sun and
                  Wei Huang and
                  Yanghao Zhang and
                  Wenjie Ruan and
                  Xiaowei Huang},
  title        = {Tutorials on Testing Neural Networks},
  journal      = {CoRR},
  volume       = {abs/2108.01734},
  year         = {2021},
  url          = {https://arxiv.org/abs/2108.01734},
  eprinttype    = {arXiv},
  eprint       = {2108.01734},
  timestamp    = {Thu, 05 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2108-01734.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-10451,
  author       = {Wenjie Ruan and
                  Xinping Yi and
                  Xiaowei Huang},
  title        = {Adversarial Robustness of Deep Learning: Theory, Algorithms, and Applications},
  journal      = {CoRR},
  volume       = {abs/2108.10451},
  year         = {2021},
  url          = {https://arxiv.org/abs/2108.10451},
  eprinttype    = {arXiv},
  eprint       = {2108.10451},
  timestamp    = {Fri, 27 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2108-10451.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-05468,
  author       = {Ronghui Mu and
                  Wenjie Ruan and
                  Leandro Soriano Marcolino and
                  Qiang Ni},
  title        = {Sparse Adversarial Video Attacks with Spatial Transformations},
  journal      = {CoRR},
  volume       = {abs/2111.05468},
  year         = {2021},
  url          = {https://arxiv.org/abs/2111.05468},
  eprinttype    = {arXiv},
  eprint       = {2111.05468},
  timestamp    = {Tue, 16 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2111-05468.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csr/HuangKRSSTWY20,
  author       = {Xiaowei Huang and
                  Daniel Kroening and
                  Wenjie Ruan and
                  James Sharp and
                  Youcheng Sun and
                  Emese Thamo and
                  Min Wu and
                  Xinping Yi},
  title        = {A survey of safety and trustworthiness of deep neural networks: Verification,
                  testing, adversarial attack and defence, and interpretability},
  journal      = {Comput. Sci. Rev.},
  volume       = {37},
  pages        = {100270},
  year         = {2020},
  url          = {https://doi.org/10.1016/j.cosrev.2020.100270},
  doi          = {10.1016/J.COSREV.2020.100270},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/csr/HuangKRSSTWY20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcs/WuWRHK20,
  author       = {Min Wu and
                  Matthew Wicker and
                  Wenjie Ruan and
                  Xiaowei Huang and
                  Marta Kwiatkowska},
  title        = {A game-based approximate verification of deep neural networks with
                  provable guarantees},
  journal      = {Theor. Comput. Sci.},
  volume       = {807},
  pages        = {298--329},
  year         = {2020},
  url          = {https://doi.org/10.1016/j.tcs.2019.05.046},
  doi          = {10.1016/J.TCS.2019.05.046},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tcs/WuWRHK20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MaGWZWRTGM20,
  author       = {Liantao Ma and
                  Junyi Gao and
                  Yasha Wang and
                  Chaohe Zhang and
                  Jiangtao Wang and
                  Wenjie Ruan and
                  Wen Tang and
                  Xin Gao and
                  Xinyu Ma},
  title        = {AdaCare: Explainable Clinical Health Status Representation Learning
                  via Scale-Adaptive Feature Extraction and Recalibration},
  booktitle    = {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},
  publisher    = {{AAAI} Press},
  year         = {2020},
  url          = {https://doi.org/10.1609/aaai.v34i01.5427},
  doi          = {10.1609/AAAI.V34I01.5427},
  timestamp    = {Fri, 08 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/MaGWZWRTGM20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MaZWRWTMGG20,
  author       = {Liantao Ma and
                  Chaohe Zhang and
                  Yasha Wang and
                  Wenjie Ruan and
                  Jiangtao Wang and
                  Wen Tang and
                  Xinyu Ma and
                  Xin Gao and
                  Junyi Gao},
  title        = {ConCare: Personalized Clinical Feature Embedding via Capturing the
                  Healthcare Context},
  booktitle    = {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},
  publisher    = {{AAAI} Press},
  year         = {2020},
  url          = {https://doi.org/10.1609/aaai.v34i01.5428},
  doi          = {10.1609/AAAI.V34I01.5428},
  timestamp    = {Fri, 08 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/MaZWRWTMGG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangRW020,
  author       = {Yanghao Zhang and
                  Wenjie Ruan and
                  Fu Wang and
                  Xiaowei Huang},
  editor       = {Claudia Plant and
                  Haixun Wang and
                  Alfredo Cuzzocrea and
                  Carlo Zaniolo and
                  Xindong Wu},
  title        = {Generalizing Universal Adversarial Attacks Beyond Additive Perturbations},
  booktitle    = {20th {IEEE} International Conference on Data Mining, {ICDM} 2020,
                  Sorrento, Italy, November 17-20, 2020},
  pages        = {1412--1417},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/ICDM50108.2020.00186},
  doi          = {10.1109/ICDM50108.2020.00186},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icdm/ZhangRW020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vtc/Liu0RNNS20,
  author       = {Shuohan Liu and
                  Yue Cao and
                  Wenjie Ruan and
                  Qiang Ni and
                  Michele Nati and
                  Chakkaphong Suthaputchakun},
  title        = {{EV} Charging Recommendation Concerning Preemptive Service and Charging
                  Urgency Policy},
  booktitle    = {92nd {IEEE} Vehicular Technology Conference, {VTC} Fall 2020, Victoria,
                  BC, Canada, November 18 - December 16, 2020},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/VTC2020-Fall49728.2020.9348767},
  doi          = {10.1109/VTC2020-FALL49728.2020.9348767},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/vtc/Liu0RNNS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-08848,
  author       = {Liantao Ma and
                  Xinyu Ma and
                  Junyi Gao and
                  Chaohe Zhang and
                  Zhihao Yu and
                  Xianfeng Jiao and
                  Wenjie Ruan and
                  Yasha Wang and
                  Wen Tang and
                  Jiangtao Wang},
  title        = {CovidCare: Transferring Knowledge from Existing {EMR} to Emerging
                  Epidemic for Interpretable Prognosis},
  journal      = {CoRR},
  volume       = {abs/2007.08848},
  year         = {2020},
  url          = {https://arxiv.org/abs/2007.08848},
  eprinttype    = {arXiv},
  eprint       = {2007.08848},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-08848.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-06114,
  author       = {Peipei Xu and
                  Wenjie Ruan and
                  Xiaowei Huang},
  title        = {Towards the Quantification of Safety Risks in Deep Neural Networks},
  journal      = {CoRR},
  volume       = {abs/2009.06114},
  year         = {2020},
  url          = {https://arxiv.org/abs/2009.06114},
  eprinttype    = {arXiv},
  eprint       = {2009.06114},
  timestamp    = {Fri, 18 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2009-06114.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-02006,
  author       = {Han Wu and
                  Wenjie Ruan and
                  Jiangtao Wang and
                  Dingchang Zheng and
                  Shaolin Li and
                  Jian Chen and
                  Kunwei Li and
                  Xiangfei Chai and
                  Sumi Helal},
  title        = {Interpretable Machine Learning for {COVID-19:} An Empirical Study
                  on Severity Prediction Task},
  journal      = {CoRR},
  volume       = {abs/2010.02006},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.02006},
  eprinttype    = {arXiv},
  eprint       = {2010.02006},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-02006.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-07788,
  author       = {Yanghao Zhang and
                  Wenjie Ruan and
                  Fu Wang and
                  Xiaowei Huang},
  title        = {Generalizing Universal Adversarial Attacks Beyond Additive Perturbations},
  journal      = {CoRR},
  volume       = {abs/2010.07788},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.07788},
  eprinttype    = {arXiv},
  eprint       = {2010.07788},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-07788.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/RuanWSHKK19,
  author       = {Wenjie Ruan and
                  Min Wu and
                  Youcheng Sun and
                  Xiaowei Huang and
                  Daniel Kroening and
                  Marta Kwiatkowska},
  editor       = {Sarit Kraus},
  title        = {Global Robustness Evaluation of Deep Neural Networks with Provable
                  Guarantees for the Hamming Distance},
  booktitle    = {Proceedings of the Twenty-Eighth International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
                  2019},
  pages        = {5944--5952},
  publisher    = {ijcai.org},
  year         = {2019},
  url          = {https://doi.org/10.24963/ijcai.2019/824},
  doi          = {10.24963/IJCAI.2019/824},
  timestamp    = {Wed, 22 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ijcai/RuanWSHKK19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/WuLLRHMK19,
  author       = {Min Wu and
                  Tyron Louw and
                  Morteza Lahijanian and
                  Wenjie Ruan and
                  Xiaowei Huang and
                  Natasha Merat and
                  Marta Kwiatkowska},
  title        = {Gaze-based Intention Anticipation over Driving Manoeuvres in Semi-Autonomous
                  Vehicles},
  booktitle    = {2019 {IEEE/RSJ} International Conference on Intelligent Robots and
                  Systems, {IROS} 2019, Macau, SAR, China, November 3-8, 2019},
  pages        = {6210--6216},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/IROS40897.2019.8967779},
  doi          = {10.1109/IROS40897.2019.8967779},
  timestamp    = {Wed, 22 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iros/WuLLRHMK19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-12205,
  author       = {Liantao Ma and
                  Junyi Gao and
                  Yasha Wang and
                  Chaohe Zhang and
                  Jiangtao Wang and
                  Wenjie Ruan and
                  Wen Tang and
                  Xin Gao and
                  Xinyu Ma},
  title        = {AdaCare: Explainable Clinical Health Status Representation Learning
                  via Scale-Adaptive Feature Extraction and Recalibration},
  journal      = {CoRR},
  volume       = {abs/1911.12205},
  year         = {2019},
  url          = {http://arxiv.org/abs/1911.12205},
  eprinttype    = {arXiv},
  eprint       = {1911.12205},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1911-12205.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-12216,
  author       = {Liantao Ma and
                  Chaohe Zhang and
                  Yasha Wang and
                  Wenjie Ruan and
                  Jiantao Wang and
                  Wen Tang and
                  Xinyu Ma and
                  Xin Gao and
                  Junyi Gao},
  title        = {ConCare: Personalized Clinical Feature Embedding via Capturing the
                  Healthcare Context},
  journal      = {CoRR},
  volume       = {abs/1911.12216},
  year         = {2019},
  url          = {http://arxiv.org/abs/1911.12216},
  eprinttype    = {arXiv},
  eprint       = {1911.12216},
  timestamp    = {Tue, 03 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1911-12216.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jnca/RuanSYLFY18,
  author       = {Wenjie Ruan and
                  Quan Z. Sheng and
                  Lina Yao and
                  Xue Li and
                  Nickolas J. G. Falkner and
                  Lei Yang},
  title        = {Device-free human localization and tracking with {UHF} passive {RFID}
                  tags: {A} data-driven approach},
  journal      = {J. Netw. Comput. Appl.},
  volume       = {104},
  pages        = {78--96},
  year         = {2018},
  url          = {https://doi.org/10.1016/j.jnca.2017.12.010},
  doi          = {10.1016/J.JNCA.2017.12.010},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jnca/RuanSYLFY18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/ZhouPRWLGL18,
  author       = {Feng Zhou and
                  Hui Peng and
                  Wenjie Ruan and
                  Dan Wang and
                  Mingyue Liu and
                  Yunfeng Gu and
                  Li Li},
  title        = {Cubic-RBF-ARX modeling and model-based optimal setting control in
                  head and tail stages of cut tobacco drying process},
  journal      = {Neural Comput. Appl.},
  volume       = {30},
  number       = {4},
  pages        = {1039--1053},
  year         = {2018},
  url          = {https://doi.org/10.1007/s00521-016-2735-4},
  doi          = {10.1007/S00521-016-2735-4},
  timestamp    = {Thu, 10 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/nca/ZhouPRWLGL18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmc/YaoSLGTWWR18,
  author       = {Lina Yao and
                  Quan Z. Sheng and
                  Xue Li and
                  Tao Gu and
                  Mingkui Tan and
                  Xianzhi Wang and
                  Sen Wang and
                  Wenjie Ruan},
  title        = {Compressive Representation for Device-Free Activity Recognition with
                  Passive {RFID} Signal Strength},
  journal      = {{IEEE} Trans. Mob. Comput.},
  volume       = {17},
  number       = {2},
  pages        = {293--306},
  year         = {2018},
  url          = {https://doi.org/10.1109/TMC.2017.2706282},
  doi          = {10.1109/TMC.2017.2706282},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tmc/YaoSLGTWWR18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmc/RuanSXYGS18,
  author       = {Wenjie Ruan and
                  Quan Z. Sheng and
                  Peipei Xu and
                  Lei Yang and
                  Tao Gu and
                  Longfei Shangguan},
  title        = {Making Sense of Doppler Effect for Multi-Modal Hand Motion Detection},
  journal      = {{IEEE} Trans. Mob. Comput.},
  volume       = {17},
  number       = {9},
  pages        = {2087--2100},
  year         = {2018},
  url          = {https://doi.org/10.1109/TMC.2017.2762677},
  doi          = {10.1109/TMC.2017.2762677},
  timestamp    = {Mon, 17 Sep 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tmc/RuanSXYGS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/toit/ZhangSLAR17,
  author       = {Wei Emma Zhang and
                  Quan Z. Sheng and
                  Jey Han Lau and
                  Ermyas Abebe and
                  Wenjie Ruan},
  title        = {Duplicate Detection in Programming Question Answering Communities},
  journal      = {{ACM} Trans. Internet Techn.},
  volume       = {18},
  number       = {3},
  pages        = {37:1--37:21},
  year         = {2018},
  url          = {https://doi.org/10.1145/3169795},
  doi          = {10.1145/3169795},
  timestamp    = {Wed, 25 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/toit/ZhangSLAR17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/RuanHK18,
  author       = {Wenjie Ruan and
                  Xiaowei Huang and
                  Marta Kwiatkowska},
  editor       = {J{\'{e}}r{\^{o}}me Lang},
  title        = {Reachability Analysis of Deep Neural Networks with Provable Guarantees},
  booktitle    = {Proceedings of the Twenty-Seventh International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
                  Sweden},
  pages        = {2651--2659},
  publisher    = {ijcai.org},
  year         = {2018},
  url          = {https://doi.org/10.24963/ijcai.2018/368},
  doi          = {10.24963/IJCAI.2018/368},
  timestamp    = {Wed, 04 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ijcai/RuanHK18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kbse/SunWRHKK18,
  author       = {Youcheng Sun and
                  Min Wu and
                  Wenjie Ruan and
                  Xiaowei Huang and
                  Marta Kwiatkowska and
                  Daniel Kroening},
  editor       = {Marianne Huchard and
                  Christian K{\"{a}}stner and
                  Gordon Fraser},
  title        = {Concolic testing for deep neural networks},
  booktitle    = {Proceedings of the 33rd {ACM/IEEE} International Conference on Automated
                  Software Engineering, {ASE} 2018, Montpellier, France, September 3-7,
                  2018},
  pages        = {109--119},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3238147.3238172},
  doi          = {10.1145/3238147.3238172},
  timestamp    = {Thu, 23 Jun 2022 19:54:17 +0200},
  biburl       = {https://dblp.org/rec/conf/kbse/SunWRHKK18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ZhangSTR18,
  author       = {Wei Emma Zhang and
                  Quan Z. Sheng and
                  Zhejun Tang and
                  Wenjie Ruan},
  editor       = {Kevyn Collins{-}Thompson and
                  Qiaozhu Mei and
                  Brian D. Davison and
                  Yiqun Liu and
                  Emine Yilmaz},
  title        = {Related or Duplicate: Distinguishing Similar {CQA} Questions via Convolutional
                  Neural Networks},
  booktitle    = {The 41st International {ACM} {SIGIR} Conference on Research {\&}
                  Development in Information Retrieval, {SIGIR} 2018, Ann Arbor, MI,
                  USA, July 08-12, 2018},
  pages        = {1153--1156},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3209978.3210110},
  doi          = {10.1145/3209978.3210110},
  timestamp    = {Wed, 16 Sep 2020 13:34:22 +0200},
  biburl       = {https://dblp.org/rec/conf/sigir/ZhangSTR18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-05805,
  author       = {Wenjie Ruan and
                  Min Wu and
                  Youcheng Sun and
                  Xiaowei Huang and
                  Daniel Kroening and
                  Marta Kwiatkowska},
  title        = {Global Robustness Evaluation of Deep Neural Networks with Provable
                  Guarantees for {L0} Norm},
  journal      = {CoRR},
  volume       = {abs/1804.05805},
  year         = {2018},
  url          = {http://arxiv.org/abs/1804.05805},
  eprinttype    = {arXiv},
  eprint       = {1804.05805},
  timestamp    = {Wed, 22 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1804-05805.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-00089,
  author       = {Youcheng Sun and
                  Min Wu and
                  Wenjie Ruan and
                  Xiaowei Huang and
                  Marta Kwiatkowska and
                  Daniel Kroening},
  title        = {Concolic Testing for Deep Neural Networks},
  journal      = {CoRR},
  volume       = {abs/1805.00089},
  year         = {2018},
  url          = {http://arxiv.org/abs/1805.00089},
  eprinttype    = {arXiv},
  eprint       = {1805.00089},
  timestamp    = {Wed, 22 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1805-00089.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-02242,
  author       = {Wenjie Ruan and
                  Xiaowei Huang and
                  Marta Kwiatkowska},
  title        = {Reachability Analysis of Deep Neural Networks with Provable Guarantees},
  journal      = {CoRR},
  volume       = {abs/1805.02242},
  year         = {2018},
  url          = {http://arxiv.org/abs/1805.02242},
  eprinttype    = {arXiv},
  eprint       = {1805.02242},
  timestamp    = {Wed, 04 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1805-02242.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-03571,
  author       = {Min Wu and
                  Matthew Wicker and
                  Wenjie Ruan and
                  Xiaowei Huang and
                  Marta Kwiatkowska},
  title        = {A Game-Based Approximate Verification of Deep Neural Networks with
                  Provable Guarantees},
  journal      = {CoRR},
  volume       = {abs/1807.03571},
  year         = {2018},
  url          = {http://arxiv.org/abs/1807.03571},
  eprinttype    = {arXiv},
  eprint       = {1807.03571},
  timestamp    = {Wed, 22 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1807-03571.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/assri/AlfaziSBRQ17,
  author       = {Abdullah Alfazi and
                  Quan Z. Sheng and
                  Ali Babar and
                  Wenjie Ruan and
                  Yongrui Qin},
  editor       = {Amin Beheshti and
                  Mustafa Hashmi and
                  Hai Dong and
                  Wei Emma Zhang},
  title        = {Toward Unified Cloud Service Discovery for Enhanced Service Identification},
  booktitle    = {Service Research and Innovation - 5th and 6th Australasian Symposium,
                  {ASSRI} 2015 and {ASSRI} 2017, Sydney, NSW, Australia, November 2-3,
                  2015, and October 19-20, 2017, Revised Selected Papers},
  series       = {Lecture Notes in Business Information Processing},
  volume       = {234},
  pages        = {149--163},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-76587-7\_10},
  doi          = {10.1007/978-3-319-76587-7\_10},
  timestamp    = {Tue, 13 Feb 2024 10:55:49 +0100},
  biburl       = {https://dblp.org/rec/conf/assri/AlfaziSBRQ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/RuanXSFLZ17,
  author       = {Wenjie Ruan and
                  Peipei Xu and
                  Quan Z. Sheng and
                  Nickolas J. G. Falkner and
                  Xue Li and
                  Wei Emma Zhang},
  editor       = {K. Sel{\c{c}}uk Candan and
                  Lei Chen and
                  Torben Bach Pedersen and
                  Lijun Chang and
                  Wen Hua},
  title        = {Recovering Missing Values from Corrupted Spatio-Temporal Sensory Data
                  via Robust Low-Rank Tensor Completion},
  booktitle    = {Database Systems for Advanced Applications - 22nd International Conference,
                  {DASFAA} 2017, Suzhou, China, March 27-30, 2017, Proceedings, Part
                  {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {10177},
  pages        = {607--622},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-55753-3\_38},
  doi          = {10.1007/978-3-319-55753-3\_38},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dasfaa/RuanXSFLZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mobiquitous/XuRSGY17,
  author       = {Peipei Xu and
                  Wenjie Ruan and
                  Quan Z. Sheng and
                  Tao Gu and
                  Lina Yao},
  editor       = {Tao Gu and
                  Ramamohanarao Kotagiri and
                  Huai Liu},
  title        = {Interpolating the Missing Values for Multi-Dimensional Spatial-Temporal
                  Sensor Data: {A} Tensor {SVD} Approach},
  booktitle    = {Proceedings of the 14th {EAI} International Conference on Mobile and
                  Ubiquitous Systems: Computing, Networking and Services, Melbourne,
                  Australia, November 7-10, 2017},
  pages        = {442--451},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3144457.3144474},
  doi          = {10.1145/3144457.3144474},
  timestamp    = {Tue, 10 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mobiquitous/XuRSGY17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/RuanCSY16,
  author       = {Wenjie Ruan and
                  Leon Chea and
                  Quan Z. Sheng and
                  Lina Yao},
  editor       = {Jinyan Li and
                  Xue Li and
                  Shuliang Wang and
                  Jianxin Li and
                  Quan Z. Sheng},
  title        = {Recognizing Daily Living Activity Using Embedded Sensors in Smartphones:
                  {A} Data-Driven Approach},
  booktitle    = {Advanced Data Mining and Applications - 12th International Conference,
                  {ADMA} 2016, Gold Coast, QLD, Australia, December 12-15, 2016, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {10086},
  pages        = {250--265},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-49586-6\_17},
  doi          = {10.1007/978-3-319-49586-6\_17},
  timestamp    = {Tue, 10 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/adma/RuanCSY16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/RuanSXTFLZ16,
  author       = {Wenjie Ruan and
                  Quan Z. Sheng and
                  Peipei Xu and
                  Nguyen Khoi Tran and
                  Nickolas J. G. Falkner and
                  Xue Li and
                  Wei Emma Zhang},
  editor       = {Snehasis Mukhopadhyay and
                  ChengXiang Zhai and
                  Elisa Bertino and
                  Fabio Crestani and
                  Javed Mostafa and
                  Jie Tang and
                  Luo Si and
                  Xiaofang Zhou and
                  Yi Chang and
                  Yunyao Li and
                  Parikshit Sondhi},
  title        = {Forecasting Seasonal Time Series Using Weighted Gradient {RBF} Network
                  based Autoregressive Model},
  booktitle    = {Proceedings of the 25th {ACM} International Conference on Information
                  and Knowledge Management, {CIKM} 2016, Indianapolis, IN, USA, October
                  24-28, 2016},
  pages        = {2021--2024},
  publisher    = {{ACM}},
  year         = {2016},
  url          = {https://doi.org/10.1145/2983323.2983899},
  doi          = {10.1145/2983323.2983899},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cikm/RuanSXTFLZ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/RuanXSTFLZ16,
  author       = {Wenjie Ruan and
                  Peipei Xu and
                  Quan Z. Sheng and
                  Nguyen Khoi Tran and
                  Nickolas J. G. Falkner and
                  Xue Li and
                  Wei Emma Zhang},
  editor       = {Snehasis Mukhopadhyay and
                  ChengXiang Zhai and
                  Elisa Bertino and
                  Fabio Crestani and
                  Javed Mostafa and
                  Jie Tang and
                  Luo Si and
                  Xiaofang Zhou and
                  Yi Chang and
                  Yunyao Li and
                  Parikshit Sondhi},
  title        = {When Sensor Meets Tensor: Filling Missing Sensor Values Through a
                  Tensor Approach},
  booktitle    = {Proceedings of the 25th {ACM} International Conference on Information
                  and Knowledge Management, {CIKM} 2016, Indianapolis, IN, USA, October
                  24-28, 2016},
  pages        = {2025--2028},
  publisher    = {{ACM}},
  year         = {2016},
  url          = {https://doi.org/10.1145/2983323.2983900},
  doi          = {10.1145/2983323.2983900},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cikm/RuanXSTFLZ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/huc/RuanSYGXS16,
  author       = {Wenjie Ruan and
                  Quan Z. Sheng and
                  Lei Yang and
                  Tao Gu and
                  Peipei Xu and
                  Longfei Shangguan},
  editor       = {Paul Lukowicz and
                  Antonio Kr{\"{u}}ger and
                  Andreas Bulling and
                  Youn{-}Kyung Lim and
                  Shwetak N. Patel},
  title        = {AudioGest: enabling fine-grained hand gesture detection by decoding
                  echo signal},
  booktitle    = {Proceedings of the 2016 {ACM} International Joint Conference on Pervasive
                  and Ubiquitous Computing, UbiComp 2016, Heidelberg, Germany, September
                  12-16, 2016},
  pages        = {474--485},
  publisher    = {{ACM}},
  year         = {2016},
  url          = {https://doi.org/10.1145/2971648.2971736},
  doi          = {10.1145/2971648.2971736},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/huc/RuanSYGXS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/percom/Ruan16,
  author       = {Wenjie Ruan},
  title        = {Unobtrusive human localization and activity recognition for supporting
                  independent living of the elderly},
  booktitle    = {2016 {IEEE} International Conference on Pervasive Computing and Communication
                  Workshops, PerCom Workshops 2016, Sydney, Australia, March 14-18,
                  2016},
  pages        = {1--3},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/PERCOMW.2016.7457085},
  doi          = {10.1109/PERCOMW.2016.7457085},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/percom/Ruan16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/percom/RuanSYTY16,
  author       = {Wenjie Ruan and
                  Quan Z. Sheng and
                  Lina Yao and
                  Nguyen Khoi Tran and
                  Yu Chieh Yang},
  title        = {PreventDark: Automatically detecting and preventing problematic use
                  of smartphones in darkness},
  booktitle    = {2016 {IEEE} International Conference on Pervasive Computing and Communication
                  Workshops, PerCom Workshops 2016, Sydney, Australia, March 14-18,
                  2016},
  pages        = {1--3},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/PERCOMW.2016.7457071},
  doi          = {10.1109/PERCOMW.2016.7457071},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/percom/RuanSYTY16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/percom/RuanSYYG16,
  author       = {Wenjie Ruan and
                  Quan Z. Sheng and
                  Lina Yao and
                  Lei Yang and
                  Tao Gu},
  title        = {HOI-Loc: Towards unobstructive human localization with probabilistic
                  multi-sensor fusion},
  booktitle    = {2016 {IEEE} International Conference on Pervasive Computing and Communication
                  Workshops, PerCom Workshops 2016, Sydney, Australia, March 14-18,
                  2016},
  pages        = {1--4},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/PERCOMW.2016.7457055},
  doi          = {10.1109/PERCOMW.2016.7457055},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/percom/RuanSYYG16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wowmom/RuanSYGRS16,
  author       = {Wenjie Ruan and
                  Quan Z. Sheng and
                  Lina Yao and
                  Tao Gu and
                  Michele Ruta and
                  Longfei Shangguan},
  title        = {Device-free indoor localization and tracking through Human-Object
                  Interactions},
  booktitle    = {17th {IEEE} International Symposium on {A} World of Wireless, Mobile
                  and Multimedia Networks, WoWMoM 2016, Coimbra, Portugal, June 21-24,
                  2016},
  pages        = {1--9},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/WoWMoM.2016.7523524},
  doi          = {10.1109/WOWMOM.2016.7523524},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/wowmom/RuanSYGRS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/amsys/YaoSRGLFY15,
  author       = {Lina Yao and
                  Quan Z. Sheng and
                  Wenjie Ruan and
                  Tao Gu and
                  Xue Li and
                  Nick Falkner and
                  Zhi Yang},
  title        = {RF-Care: Device-Free Posture Recognition for Elderly People Using
                  {A} Passive {RFID} Tag Array},
  journal      = {{EAI} Endorsed Trans. Ambient Syst.},
  volume       = {2},
  number       = {6},
  pages        = {e2},
  year         = {2015},
  url          = {https://doi.org/10.4108/eai.22-7-2015.2260064},
  doi          = {10.4108/EAI.22-7-2015.2260064},
  timestamp    = {Tue, 10 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/amsys/YaoSRGLFY15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YaoSLWGRZ15,
  author       = {Lina Yao and
                  Quan Z. Sheng and
                  Xue Li and
                  Sen Wang and
                  Tao Gu and
                  Wenjie Ruan and
                  Wan Zou},
  editor       = {Charu C. Aggarwal and
                  Zhi{-}Hua Zhou and
                  Alexander Tuzhilin and
                  Hui Xiong and
                  Xindong Wu},
  title        = {Freedom: Online Activity Recognition via Dictionary-Based Sparse Representation
                  of {RFID} Sensing Data},
  booktitle    = {2015 {IEEE} International Conference on Data Mining, {ICDM} 2015,
                  Atlantic City, NJ, USA, November 14-17, 2015},
  pages        = {1087--1092},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/ICDM.2015.102},
  doi          = {10.1109/ICDM.2015.102},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/YaoSLWGRZ15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpads/YaoSRLWY15,
  author       = {Lina Yao and
                  Quan Z. Sheng and
                  Wenjie Ruan and
                  Xue Li and
                  Sen Wang and
                  Zhi Yang},
  title        = {Unobtrusive Posture Recognition via Online Learning of Multi-dimensional
                  {RFID} Received Signal Strength},
  booktitle    = {21st {IEEE} International Conference on Parallel and Distributed Systems,
                  {ICPADS} 2015, Melbourne, Australia, December 14-17, 2015},
  pages        = {116--123},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/ICPADS.2015.23},
  doi          = {10.1109/ICPADS.2015.23},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icpads/YaoSRLWY15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icws/YaoWSRZ15,
  author       = {Lina Yao and
                  Xianzhi Wang and
                  Quan Z. Sheng and
                  Wenjie Ruan and
                  Wei Zhang},
  editor       = {John A. Miller and
                  Hong Zhu},
  title        = {Service Recommendation for Mashup Composition with Implicit Correlation
                  Regularization},
  booktitle    = {2015 {IEEE} International Conference on Web Services, {ICWS} 2015,
                  New York, NY, USA, June 27 - July 2, 2015},
  pages        = {217--224},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/ICWS.2015.38},
  doi          = {10.1109/ICWS.2015.38},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icws/YaoWSRZ15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mobiquitous/RuanYSFLG15,
  author       = {Wenjie Ruan and
                  Lina Yao and
                  Quan Z. Sheng and
                  Nickolas J. G. Falkner and
                  Xue Li and
                  Tao Gu},
  editor       = {Pei Zhang and
                  Jorge S{\'{a}} Silva and
                  Nic Lane and
                  Fernando Boavida and
                  Andr{\'{e}} Rodrigues},
  title        = {TagFall: Towards Unobstructive Fine-Grained Fall Detection based on
                  {UHF} Passive {RFID} Tags},
  booktitle    = {Proceedings of the 12th {EAI} International Conference on Mobile and
                  Ubiquitous Systems: Computing, Networking and Services, MobiQuitous
                  2015, Coimbra, Portugal, July 22-24, 2015},
  pages        = {140--149},
  publisher    = {{ICST} / {ACM}},
  year         = {2015},
  url          = {https://doi.org/10.4108/eai.22-7-2015.2260072},
  doi          = {10.4108/EAI.22-7-2015.2260072},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/mobiquitous/RuanYSFLG15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/YaoRSLF14,
  author       = {Lina Yao and
                  Wenjie Ruan and
                  Quan Z. Sheng and
                  Xue Li and
                  Nickolas J. G. Falkner},
  editor       = {Jianzhong Li and
                  Xiaoyang Sean Wang and
                  Minos N. Garofalakis and
                  Ian Soboroff and
                  Torsten Suel and
                  Min Wang},
  title        = {Exploring Tag-Free RFID-Based Passive Localization and Tracking via
                  Learning-Based Probabilistic Approaches},
  booktitle    = {Proceedings of the 23rd {ACM} International Conference on Conference
                  on Information and Knowledge Management, {CIKM} 2014, Shanghai, China,
                  November 3-7, 2014},
  pages        = {1799--1802},
  publisher    = {{ACM}},
  year         = {2014},
  url          = {https://doi.org/10.1145/2661829.2661873},
  doi          = {10.1145/2661829.2661873},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cikm/YaoRSLF14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mobiquitous/RuanYSFL14,
  author       = {Wenjie Ruan and
                  Lina Yao and
                  Quan Z. Sheng and
                  Nickolas J. G. Falkner and
                  Xue Li},
  editor       = {Moustafa Youssef and
                  Cecilia Mascolo and
                  Fahim Kawsar},
  title        = {TagTrack: device-free localization and tracking using passive {RFID}
                  tags},
  booktitle    = {11th International Conference on Mobile and Ubiquitous Systems: Computing,
                  Networking and Services, {MOBIQUITOUS} 2014, London, United Kingdom,
                  December 2-5, 2014},
  pages        = {80--89},
  publisher    = {{ICST} / {ACM}},
  year         = {2014},
  url          = {https://doi.org/10.4108/icst.mobiquitous.2014.258004},
  doi          = {10.4108/ICST.MOBIQUITOUS.2014.258004},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/mobiquitous/RuanYSFL14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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