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Zimu Zhou
Publications
- 2023
- [j47]Xiaoxi He, Xu Wang, Zimu Zhou, Jiahang Wu, Zheng Yang, Lothar Thiele:
On-Device Deep Multi-Task Inference via Multi-Task Zipping. IEEE Trans. Mob. Comput. 22(5): 2878-2891 (2023) - [c64]Wenying Duan, Xiaoxi He, Zimu Zhou, Lothar Thiele, Hong Rao:
Localised Adaptive Spatial-Temporal Graph Neural Network. KDD 2023: 448-458 - [i12]Wenying Duan, Xiaoxi He, Zimu Zhou, Lothar Thiele, Hong Rao:
Localised Adaptive Spatial-Temporal Graph Neural Network. CoRR abs/2306.06930 (2023) - 2022
- [j43]Shu Liu, Kevin Koch, Zimu Zhou, Martin Maritsch, Xiaoxi He, Elgar Fleisch, Felix Wortmann:
Toward Nonintrusive Camera-Based Heart Rate Variability Estimation in the Car Under Naturalistic Condition. IEEE Internet Things J. 9(14): 11699-11711 (2022) - [c55]Zeyu Wang, Xiaoxi He, Zimu Zhou, Xu Wang, Qiang Ma, Xin Miao, Zhuo Liu, Lothar Thiele, Zheng Yang:
Stitching Weight-Shared Deep Neural Networks for Efficient Multitask Inference on GPU. SECON 2022: 145-153 - [i9]Wenying Duan, Xiaoxi He, Lu Zhou, Zimu Zhou, Lothar Thiele, Hong Rao:
Hyper Attention Recurrent Neural Network: Tackling Temporal Covariate Shift in Time Series Analysis. CoRR abs/2202.10808 (2022) - 2021
- [j38]Shu Liu, Kevin Koch, Zimu Zhou, Simon Föll, Xiaoxi He, Tina Menke, Elgar Fleisch, Felix Wortmann:
The Empathetic Car: Exploring Emotion Inference via Driver Behaviour and Traffic Context. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5(3): 117:1-117:34 (2021) - [c53]Dawei Gao, Xiaoxi He, Zimu Zhou, Yongxin Tong, Lothar Thiele:
Pruning Meta-Trained Networks for On-Device Adaptation. CIKM 2021: 514-523 - [c51]Wenying Duan, Xiaoxi He, Zimu Zhou, Hong Rao, Lothar Thiele:
Injecting Descriptive Meta-Information into Pre-Trained Language Models with Hypernetworks. Interspeech 2021: 3216-3220 - [c50]Xiaoxi He, Dawei Gao, Zimu Zhou, Yongxin Tong, Lothar Thiele:
Pruning-Aware Merging for Efficient Multitask Inference. KDD 2021: 585-595 - 2020
- [c44]Yun Cheng, Xiaoxi He, Zimu Zhou, Lothar Thiele:
MapTransfer : Urban Air Quality Map Generation for Downscaled Sensor Deployments. IoTDI 2020: 14-26 - [c43]Dawei Gao, Xiaoxi He, Zimu Zhou, Yongxin Tong, Ke Xu, Lothar Thiele:
Rethinking Pruning for Accelerating Deep Inference At the Edge. KDD 2020: 155-164 - 2019
- [j32]Yun Cheng, Xiaoxi He, Zimu Zhou, Lothar Thiele:
ICT: In-field Calibration Transfer for Air Quality Sensor Deployments. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3(1): 6:1-6:19 (2019) - [i4]Xiaoxi He, Dawei Gao, Zimu Zhou, Yongxin Tong, Lothar Thiele:
Disentangling Redundancy for Multi-Task Pruning. CoRR abs/1905.09676 (2019) - 2018
- [c32]Xiaoxi He, Zimu Zhou, Lothar Thiele:
Multi-Task Zipping via Layer-wise Neuron Sharing. NeurIPS 2018: 6019-6029 - [i2]Xiaoxi He, Zimu Zhou, Lothar Thiele:
Multi-Task Zipping via Layer-wise Neuron Sharing. CoRR abs/1805.09791 (2018)
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