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Tianwei Xing
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Accelerating binarized convolutional neural networks with software-programmable FPGAs
R Zhao, W Song, W Zhang, T Xing, JH Lin, M Srivastava, R Gupta, ...
Proceedings of the 2017 ACM/SIGDA international symposium on field …, 2017
4952017
Personalized course sequence recommendations
J Xu, T Xing, M Van Der Schaar
IEEE Transactions on Signal Processing 64 (20), 5340-5352, 2016
1262016
Enabling edge devices that learn from each other: Cross modal training for activity recognition
T Xing, SS Sandha, B Balaji, S Chakraborty, M Srivastava
Proceedings of the 1st International Workshop on Edge Systems, Analytics and …, 2018
542018
Why the failure? how adversarial examples can provide insights for interpretable machine learning
R Tomsett, A Widdicombe, T Xing, S Chakraborty, S Julier, P Gurram, ...
2018 21st international conference on information fusion (FUSION), 838-845, 2018
462018
Binarized convolutional neural networks with separable filters for efficient hardware acceleration
JH Lin, T Xing, R Zhao, Z Zhang, M Srivastava, Z Tu, RK Gupta
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
382017
Neuroplex: learning to detect complex events in sensor networks through knowledge injection
T Xing, L Garcia, MR Vilamala, F Cerutti, L Kaplan, A Preece, ...
Proceedings of the 18th conference on embedded networked sensor systems, 489-502, 2020
342020
Deepcep: Deep complex event processing using distributed multimodal information
T Xing, MR Vilamala, L Garcia, F Cerutti, L Kaplan, A Preece, ...
2019 IEEE international conference on smart computing (SMARTCOMP), 87-92, 2019
322019
Deep learning for situational understanding
S Chakraborty, A Preece, M Alzantot, T Xing, D Braines, M Srivastava
2017 20th International Conference on Information Fusion (Fusion), 1-8, 2017
232017
DeepProbCEP: A neuro-symbolic approach for complex event processing in adversarial settings
MR Vilamala, T Xing, H Taylor, L Garcia, M Srivastava, L Kaplan, ...
Expert Systems with Applications 215, 119376, 2023
162023
Using deepproblog to perform complex event processing on an audio stream
MR Vilamala, T Xing, H Taylor, L Garcia, M Srivastava, L Kaplan, ...
arXiv preprint arXiv:2110.08090, 2021
92021
Coalition situational understanding via explainable neuro-symbolic reasoning and learning
AD Preece, D Braines, F Cerutti, J Furby, L Hiley, L Kaplan, M Law, ...
Artificial Intelligence and Machine Learning for Multi-Domain Operations …, 2021
92021
Confidence-based interactable neural-symbolic visual question answering
Y Bao, T Xing, X Chen
Neurocomputing 564, 126991, 2024
72024
Learning to compress prompt in natural language formats
YN Chuang, T Xing, CY Chang, Z Liu, X Chen, X Hu
arXiv preprint arXiv:2402.18700, 2024
52024
Deepsqa: Understanding sensor data via question answering
T Xing, L Garcia, F Cerutti, L Kaplan, A Preece, M Srivastava
Proceedings of the International Conference on Internet-of-Things Design and …, 2021
52021
A hybrid neuro-symbolic approach for complex event processing
MR Vilamala, H Taylor, T Xing, L Garcia, M Srivastava, L Kaplan, ...
arXiv preprint arXiv:2009.03420, 2020
52020
Learning and reasoning in complex coalition information environments: a critical analysis
F Cerutti, M Alzantot, T Xing, D Harborne, JZ Bakdash, D Braines, ...
2018 21st International Conference on Information Fusion (FUSION), 1-8, 2018
52018
Accelerating Binarized Convolutional Neural Networks with Software-Programmable FPGAs Proceedings of the 2017 ACM
R Zhao, W Song, W Zhang, T Xing, JH Lin, M Srivastava, R Gupta, ...
SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA'17 …, 2017
52017
An experimentation platform for explainable coalition situational understanding
K Barrett-Powell, J Furby, L Hiley, MR Vilamala, H Taylor, F Cerutti, ...
arXiv preprint arXiv:2010.14388, 2020
42020
Github: Cmactivities dataset
SS Sandha, T Xing
CMActivities-DataSet, 0
3
Using DeepProbLog to perform Complex Event Processing on an Audio Stream
M Roig Vilamala, T Xing, H Taylor, L Garcia, M Srivastava, L Kaplan, ...
arXiv e-prints, arXiv: 2110.08090, 2021
12021
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