| 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 | 477 | 2017 |
| Personalized course sequence recommendations J Xu, T Xing, M Van Der Schaar IEEE Transactions on Signal Processing 64 (20), 5340-5352, 2016 | 113 | 2016 |
| 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 | 49 | 2018 |
| 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 | 44 | 2018 |
| 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 | 37 | 2017 |
| 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 | 31 | 2020 |
| 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 | 31 | 2019 |
| 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 | 23 | 2017 |
| 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 | 10 | 2023 |
| 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 | 9 | 2021 |
| 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 | 8 | 2021 |
| 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 | 5 | 2020 |
| 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 | 5 | 2018 |
| 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 | 5 | 2017 |
| 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 | 4 | 2020 |
| 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 | 3 | 2021 |
| Confidence-based interactable neural-symbolic visual question answering Y Bao, T Xing, X Chen Neurocomputing 564, 126991, 2024 | 1 | 2024 |
| A Confidence-based Multipath Neural-symbolic Approach for Visual Question Answering Y Bao, T Xing, X Chen International Joint Conference on Artificial Intelligence 2023 Workshop on …, 2023 | 1 | 2023 |
| 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 | 1 | 2021 |
| A Hybrid Neuro-Symbolic Approach for Complex Event Processing M Roig Vilamala, H Taylor, T Xing, L Garcia, M Srivastava, L Kaplan, ... arXiv e-prints, arXiv: 2009.03420, 2020 | 1 | 2020 |
