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2020 – today
- 2020
[j8]Xiaowei Huang, Daniel Kroening, Wenjie Ruan, James Sharp
, Youcheng Sun, Emese Thamo, Min Wu, Xinping Yi:
A survey of safety and trustworthiness of deep neural networks: Verification, testing, adversarial attack and defence, and interpretability. Comput. Sci. Rev. 37: 100270 (2020)- [j7]Min Wu, Matthew Wicker, Wenjie Ruan, Xiaowei Huang, Marta Kwiatkowska:
A game-based approximate verification of deep neural networks with provable guarantees. Theor. Comput. Sci. 807: 298-329 (2020) - [c24]Liantao Ma, Junyi Gao, Yasha Wang, Chaohe Zhang, Jiangtao Wang, Wenjie Ruan, Wen Tang, Xin Gao, Xinyu Ma:
AdaCare: Explainable Clinical Health Status Representation Learning via Scale-Adaptive Feature Extraction and Recalibration. AAAI 2020: 825-832 - [c23]Liantao Ma, Chaohe Zhang, Yasha Wang, Wenjie Ruan, Jiangtao Wang, Wen Tang, Xinyu Ma, Xin Gao, Junyi Gao:
ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context. AAAI 2020: 833-840 - [i10]Liantao Ma, Xinyu Ma, Junyi Gao, Chaohe Zhang, Zhihao Yu, Xianfeng Jiao, Wenjie Ruan, Yasha Wang, Wen Tang, Jiangtao Wang:
CovidCare: Transferring Knowledge from Existing EMR to Emerging Epidemic for Interpretable Prognosis. CoRR abs/2007.08848 (2020) - [i9]Peipei Xu, Wenjie Ruan, Xiaowei Huang:
Towards the Quantification of Safety Risks in Deep Neural Networks. CoRR abs/2009.06114 (2020) - [i8]Han Wu, Wenjie Ruan, Jiangtao Wang, Dingchang Zheng, Shaolin Li, Jian Chen, Kunwei Li, Xiangfei Chai, Sumi Helal:
Interpretable Machine Learning for COVID-19: An Empirical Study on Severity Prediction Task. CoRR abs/2010.02006 (2020) - [i7]Yanghao Zhang, Wenjie Ruan, Fu Wang, Xiaowei Huang:
Generalizing Universal Adversarial Attacks Beyond Additive Perturbations. CoRR abs/2010.07788 (2020)
2010 – 2019
- 2019
- [c22]Wenjie Ruan, Min Wu, Youcheng Sun, Xiaowei Huang, Daniel Kroening, Marta Kwiatkowska:
Global Robustness Evaluation of Deep Neural Networks with Provable Guarantees for the Hamming Distance. IJCAI 2019: 5944-5952 - [c21]Min Wu, Tyron Louw, Morteza Lahijanian, Wenjie Ruan, Xiaowei Huang, Natasha Merat, Marta Kwiatkowska:
Gaze-based Intention Anticipation over Driving Manoeuvres in Semi-Autonomous Vehicles. IROS 2019: 6210-6216 - [i6]Liantao Ma, Junyi Gao, Yasha Wang, Chaohe Zhang, Jiangtao Wang, Wenjie Ruan, Wen Tang, Xin Gao, Xinyu Ma:
AdaCare: Explainable Clinical Health Status Representation Learning via Scale-Adaptive Feature Extraction and Recalibration. CoRR abs/1911.12205 (2019) - [i5]Liantao Ma, Chaohe Zhang, Yasha Wang, Wenjie Ruan, Jiantao Wang, Wen Tang, Xinyu Ma, Xin Gao, Junyi Gao:
ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context. CoRR abs/1911.12216 (2019) - 2018
- [j6]Wenjie Ruan, Quan Z. Sheng, Lina Yao, Xue Li, Nickolas J. G. Falkner, Lei Yang:
Device-free human localization and tracking with UHF passive RFID tags: A data-driven approach. J. Netw. Comput. Appl. 104: 78-96 (2018) - [j5]Feng Zhou, Hui Peng, Wenjie Ruan, Dan Wang, Mingyue Liu, Yunfeng Gu, Li Li:
Cubic-RBF-ARX modeling and model-based optimal setting control in head and tail stages of cut tobacco drying process. Neural Comput. Appl. 30(4): 1039-1053 (2018) - [j4]Lina Yao, Quan Z. Sheng, Xue Li, Tao Gu, Mingkui Tan, Xianzhi Wang, Sen Wang, Wenjie Ruan:
Compressive Representation for Device-Free Activity Recognition with Passive RFID Signal Strength. IEEE Trans. Mob. Comput. 17(2): 293-306 (2018) - [j3]Wenjie Ruan, Quan Z. Sheng, Peipei Xu, Lei Yang, Tao Gu, Longfei Shangguan:
Making Sense of Doppler Effect for Multi-Modal Hand Motion Detection. IEEE Trans. Mob. Comput. 17(9): 2087-2100 (2018) - [j2]Wei Emma Zhang, Quan Z. Sheng, Jey Han Lau, Ermyas Abebe, Wenjie Ruan:
Duplicate Detection in Programming Question Answering Communities. ACM Trans. Internet Techn. 18(3): 37:1-37:21 (2018) - [c20]Wenjie Ruan, Xiaowei Huang, Marta Kwiatkowska:
Reachability Analysis of Deep Neural Networks with Provable Guarantees. IJCAI 2018: 2651-2659 - [c19]Youcheng Sun, Min Wu, Wenjie Ruan, Xiaowei Huang, Marta Kwiatkowska, Daniel Kroening:
Concolic testing for deep neural networks. ASE 2018: 109-119 - [c18]Wei Emma Zhang, Quan Z. Sheng, Zhejun Tang, Wenjie Ruan:
Related or Duplicate: Distinguishing Similar CQA Questions via Convolutional Neural Networks. SIGIR 2018: 1153-1156 - [i4]Wenjie Ruan, Min Wu, Youcheng Sun, Xiaowei Huang, Daniel Kroening, Marta Kwiatkowska:
Global Robustness Evaluation of Deep Neural Networks with Provable Guarantees for L0 Norm. CoRR abs/1804.05805 (2018) - [i3]Youcheng Sun, Min Wu, Wenjie Ruan, Xiaowei Huang, Marta Kwiatkowska, Daniel Kroening:
Concolic Testing for Deep Neural Networks. CoRR abs/1805.00089 (2018) - [i2]Wenjie Ruan, Xiaowei Huang, Marta Kwiatkowska:
Reachability Analysis of Deep Neural Networks with Provable Guarantees. CoRR abs/1805.02242 (2018) - [i1]Min Wu, Matthew Wicker, Wenjie Ruan, Xiaowei Huang, Marta Kwiatkowska:
A Game-Based Approximate Verification of Deep Neural Networks with Provable Guarantees. CoRR abs/1807.03571 (2018) - 2017
- [c17]Abdullah Alfazi, Quan Z. Sheng, Ali Babar, Wenjie Ruan, Yongrui Qin:
Toward Unified Cloud Service Discovery for Enhanced Service Identification. ASSRI 2017: 149-163 - [c16]Wenjie Ruan, Peipei Xu, Quan Z. Sheng, Nickolas J. G. Falkner, Xue Li, Wei Emma Zhang:
Recovering Missing Values from Corrupted Spatio-Temporal Sensory Data via Robust Low-Rank Tensor Completion. DASFAA (1) 2017: 607-622 - [c15]Peipei Xu, Wenjie Ruan, Quan Z. Sheng, Tao Gu, Lina Yao:
Interpolating the Missing Values for Multi-Dimensional Spatial-Temporal Sensor Data: A Tensor SVD Approach. MobiQuitous 2017: 442-451 - 2016
- [c14]Wenjie Ruan, Leon Chea, Quan Z. Sheng, Lina Yao:
Recognizing Daily Living Activity Using Embedded Sensors in Smartphones: A Data-Driven Approach. ADMA 2016: 250-265 - [c13]Wenjie Ruan, Quan Z. Sheng, Peipei Xu, Nguyen Khoi Tran, Nickolas J. G. Falkner, Xue Li, Wei Emma Zhang:
Forecasting Seasonal Time Series Using Weighted Gradient RBF Network based Autoregressive Model. CIKM 2016: 2021-2024 - [c12]Wenjie Ruan, Peipei Xu, Quan Z. Sheng, Nguyen Khoi Tran, Nickolas J. G. Falkner, Xue Li, Wei Emma Zhang:
When Sensor Meets Tensor: Filling Missing Sensor Values Through a Tensor Approach. CIKM 2016: 2025-2028 - [c11]Wenjie Ruan, Quan Z. Sheng, Lei Yang, Tao Gu, Peipei Xu, Longfei Shangguan:
AudioGest: enabling fine-grained hand gesture detection by decoding echo signal. UbiComp 2016: 474-485 - [c10]Wenjie Ruan:
Unobtrusive human localization and activity recognition for supporting independent living of the elderly. PerCom Workshops 2016: 1-3 - [c9]Wenjie Ruan, Quan Z. Sheng, Lina Yao, Nguyen Khoi Tran, Yu Chieh Yang:
PreventDark: Automatically detecting and preventing problematic use of smartphones in darkness. PerCom Workshops 2016: 1-3 - [c8]Wenjie Ruan, Quan Z. Sheng, Lina Yao, Lei Yang, Tao Gu:
HOI-Loc: Towards unobstructive human localization with probabilistic multi-sensor fusion. PerCom Workshops 2016: 1-4 - [c7]Wenjie Ruan, Quan Z. Sheng, Lina Yao, Tao Gu, Michele Ruta, Longfei Shangguan:
Device-free indoor localization and tracking through Human-Object Interactions. WoWMoM 2016: 1-9 - 2015
- [j1]Lina Yao, Quan Z. Sheng, Wenjie Ruan, Tao Gu, Xue Li, Nick Falkner, Zhi Yang:
RF-Care: Device-Free Posture Recognition for Elderly People Using A Passive RFID Tag Array. EAI Endorsed Trans. Ambient Syst. 2(6): e2 (2015) - [c6]Lina Yao, Quan Z. Sheng, Xue Li, Sen Wang, Tao Gu, Wenjie Ruan, Wan Zou:
Freedom: Online Activity Recognition via Dictionary-Based Sparse Representation of RFID Sensing Data. ICDM 2015: 1087-1092 - [c5]Lina Yao, Quan Z. Sheng, Wenjie Ruan, Xue Li, Sen Wang, Zhi Yang:
Unobtrusive Posture Recognition via Online Learning of Multi-dimensional RFID Received Signal Strength. ICPADS 2015: 116-123 - [c4]Lina Yao, Xianzhi Wang, Quan Z. Sheng, Wenjie Ruan, Wei Zhang:
Service Recommendation for Mashup Composition with Implicit Correlation Regularization. ICWS 2015: 217-224 - [c3]Wenjie Ruan, Lina Yao, Quan Z. Sheng, Nickolas J. G. Falkner, Xue Li, Tao Gu:
TagFall: Towards Unobstructive Fine-Grained Fall Detection based on UHF Passive RFID Tags. MobiQuitous 2015: 140-149 - 2014
- [c2]Lina Yao, Wenjie Ruan, Quan Z. Sheng, Xue Li, Nickolas J. G. Falkner:
Exploring Tag-Free RFID-Based Passive Localization and Tracking via Learning-Based Probabilistic Approaches. CIKM 2014: 1799-1802 - [c1]Wenjie Ruan, Lina Yao, Quan Z. Sheng, Nickolas J. G. Falkner, Xue Li:
TagTrack: device-free localization and tracking using passive RFID tags. MobiQuitous 2014: 80-89
Coauthor Index
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