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Xiaoxi He
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Year
Multi-task zipping via layer-wise neuron sharing
X He, Z Zhou, L Thiele
Advances in Neural Information Processing Systems 31, 2018
722018
Ict: In-field calibration transfer for air quality sensor deployments
Y Cheng, X He, Z Zhou, L Thiele
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2019
362019
The empathetic car: Exploring emotion inference via driver behaviour and traffic context
S Liu, K Koch, Z Zhou, S Föll, X He, T Menke, E Fleisch, F Wortmann
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2021
262021
Rethinking pruning for accelerating deep inference at the edge
D Gao, X He, Z Zhou, Y Tong, K Xu, L Thiele
Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020
242020
Frequency scaling as a security threat on multicore systems
P Miedl, X He, M Meyer, DB Bartolini, L Thiele
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2018
162018
Localised adaptive spatial-temporal graph neural network
W Duan, X He, Z Zhou, L Thiele, H Rao
Proceedings of the 29th acm sigkdd conference on knowledge discovery and …, 2023
122023
Combating distribution shift for accurate time series forecasting via hypernetworks
W Duan, X He, L Zhou, L Thiele, H Rao
2022 IEEE 28th International Conference on Parallel and Distributed Systems …, 2023
122023
Pruning-Aware Merging for Efficient Multitask Inference
X He, D Gao, Z Zhou, Y Tong, L Thiele
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
12*2021
MapTransfer: Urban air quality map generation for downscaled sensor deployments
Y Cheng, X He, Z Zhou, L Thiele
2020 IEEE/ACM Fifth International Conference on Internet-of-Things Design …, 2020
112020
On-device deep multi-task inference via multi-task zipping
X He, X Wang, Z Zhou, J Wu, Z Yang, L Thiele
IEEE Transactions on Mobile Computing 22 (5), 2878-2891, 2021
102021
Pruning meta-trained networks for on-device adaptation
D Gao, X He, Z Zhou, Y Tong, L Thiele
Proceedings of the 30th ACM International Conference on Information …, 2021
102021
Toward nonintrusive camera-based heart rate variability estimation in the car under naturalistic condition
S Liu, K Koch, Z Zhou, M Maritsch, X He, E Fleisch, F Wortmann
IEEE Internet of Things Journal 9 (14), 11699-11711, 2021
92021
Red: A systematic real-time scheduling approach for robotic environmental dynamics
Z Li, T Ren, X He, C Liu
2023 IEEE Real-Time Systems Symposium (RTSS), 210-223, 2023
62023
Mimonet: Multi-input multi-output on-device deep learning
Z Li, X He, Y Li, S Nikkhoo, W Yang, L Thiele, C Liu
arXiv preprint arXiv:2307.11962, 2023
62023
Injecting descriptive meta-information into pre-trained language models with hypernetworks
W Duan, X He, Z Zhou, H Rao, L Thiele
62021
An electron/ion pathway reconstruction strategy enabling fast aqueous Zn2+ storage
Y Wang, H Yang, D Cai, Y Tan, L Li, Y Zhang, X He, X Shu, W Han, ...
Materials Today Energy 39, 101474, 2024
32024
Stitching weight-shared deep neural networks for efficient multitask inference on gpu
Z Wang, X He, Z Zhou, X Wang, Q Ma, X Miao, Z Liu, L Thiele, Z Yang
2022 19th Annual IEEE International Conference on Sensing, Communication …, 2022
32022
Minimalist Traffic Prediction: Linear Layer Is All You Need
W Duan, H Rao, W Huang, X He
arXiv preprint arXiv:2308.10276, 2023
22023
Learning Dynamic Spatial Graphs and Spatial Patterns for Accurate Traffic Prediction
W Duan, C Lin, J Zhu, X He, W Huang, H Rao
2023 IEEE 29th International Conference on Parallel and Distributed Systems …, 2023
12023
Representing Input Transformations by Low-Dimensional Parameter Subspaces.
O Saukh, D Wang, X He, L Thiele
arXiv preprint arXiv:2305.13536, 2023
12023
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Articles 1–20