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BibTeX records: Wenjie Ruan
@article{DBLP:journals/air/HuangRHJDWBMQZCZWXWFM24, 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 = {Artif. Intell. Rev.}, volume = {57}, number = {7}, pages = {175}, year = {2024}, url = {https://doi.org/10.1007/s10462-024-10824-0}, doi = {10.1007/S10462-024-10824-0}, timestamp = {Mon, 15 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/air/HuangRHJDWBMQZCZWXWFM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@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} }
@article{DBLP:journals/ml/YinRF24, author = {Xiangyu Yin and Wenjie Ruan and Jonathan E. Fieldsend}, title = {{DIMBA:} discretely masked black-box attack in single object tracking}, journal = {Mach. Learn.}, volume = {113}, number = {4}, pages = {1705--1723}, year = {2024}, url = {https://doi.org/10.1007/s10994-022-06252-2}, doi = {10.1007/S10994-022-06252-2}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/YinRF24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/MuRMN24, author = {Ronghui Mu and Wenjie Ruan and Leandro Soriano Marcolino and Qiang Ni}, title = {3DVerifier: efficient robustness verification for 3D point cloud models}, journal = {Mach. Learn.}, volume = {113}, number = {4}, pages = {1771--1798}, year = {2024}, url = {https://doi.org/10.1007/s10994-022-06235-3}, doi = {10.1007/S10994-022-06235-3}, timestamp = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/MuRMN24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/ChenWMXHR24, author = {Zhen Chen and Fu Wang and Ronghui Mu and Peipei Xu and Xiaowei Huang and Wenjie Ruan}, title = {Nrat: towards adversarial training with inherent label noise}, journal = {Mach. Learn.}, volume = {113}, number = {6}, pages = {3589--3610}, year = {2024}, url = {https://doi.org/10.1007/s10994-023-06437-3}, doi = {10.1007/S10994-023-06437-3}, timestamp = {Fri, 05 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/ChenWMXHR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nn/MuMNR24, author = {Ronghui Mu and Leandro Soriano Marcolino and Qiang Ni and Wenjie Ruan}, title = {Enhancing robustness in video recognition models: Sparse adversarial attacks and beyond}, journal = {Neural Networks}, volume = {171}, pages = {127--143}, year = {2024}, url = {https://doi.org/10.1016/j.neunet.2023.11.056}, doi = {10.1016/J.NEUNET.2023.11.056}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nn/MuMNR24.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 = {Fri, 05 Jul 2024 01:00:00 +0200}, 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 = {Mon, 17 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/YinWLF0HR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/ZhangLZMR24, author = {Tianle Zhang and Jiaxu Liu and Yanghao Zhang and Ronghui Mu and Wenjie Ruan}, title = {DeepGRE: Global Robustness Evaluation of Deep Neural Networks}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2024, Seoul, Republic of Korea, April 14-19, 2024}, pages = {6990--6994}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/ICASSP48485.2024.10446884}, doi = {10.1109/ICASSP48485.2024.10446884}, timestamp = {Tue, 06 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/ZhangLZMR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/0002MJQH0MR024, 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 = {Position: Building Guardrails for Large Language Models Requires Systematic Design}, booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024, Vienna, Austria, July 21-27, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=JvMLkGF2Ms}, timestamp = {Mon, 02 Sep 2024 16:45:29 +0200}, biburl = {https://dblp.org/rec/conf/icml/0002MJQH0MR024.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 = {Thu, 01 Aug 2024 01:00:00 +0200}, 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} }
@article{DBLP:journals/corr/abs-2403-17520, author = {Xiangyu Yin and Wenjie Ruan}, title = {Boosting Adversarial Training via Fisher-Rao Norm-based Regularization}, journal = {CoRR}, volume = {abs/2403.17520}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.17520}, doi = {10.48550/ARXIV.2403.17520}, eprinttype = {arXiv}, eprint = {2403.17520}, timestamp = {Wed, 10 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-17520.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 = {Wed, 17 Jul 2024 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 E. 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 = {Tue, 13 Aug 2024 14:18:07 +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 = {Tue, 07 May 2024 01:00:00 +0200}, 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 = {Tue, 07 May 2024 01:00:00 +0200}, 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 = {Sat, 27 Apr 2024 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, 04 Apr 2024 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 = {Sun, 04 Aug 2024 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, 20 Aug 2024 07:54:43 +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 = {Thu, 11 Apr 2024 20:25:44 +0200}, 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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