Xiaoxi He

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 31

Top Topics

Authentication Protocol

Pruning Methods

Spatial Patterns

Top Venues

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.

Publications

Wenying Duan, Tianxiang Fang, Hong Rao, Xiaoxi He
Pre-Training Identification of Graph Winning Tickets in Adaptive Spatial-Temporal Graph Neural Networks. CoRR (2024)
Wenying Duan, Tianxiang Fang, Hong Rao, Xiaoxi He
Pre-Training Identification of Graph Winning Tickets in Adaptive Spatial-Temporal Graph Neural Networks. KDD (2024)
Linghua Yang, Wantong Chen, Xiaoxi He, Shuyue Wei, Yi Xu, Zimu Zhou, Yongxin Tong
FedGTP: Exploiting Inter-Client Spatial Dependency in Federated Graph-based Traffic Prediction. KDD (2024)
Wenying Duan, Chen Lin, Jiayi Zhu, Xiaoxi He, Wei Huang, Hong Rao
Learning Dynamic Spatial Graphs and Spatial Patterns for Accurate Traffic Prediction. ICPADS (2023)
Wenying Duan, Xiaoxi He, Zimu Zhou, Lothar Thiele, Hong Rao
Localised Adaptive Spatial-Temporal Graph Neural Network. KDD (2023)
Zexin Li, Xiaoxi He, Yufei Li, Shahab Nikkhoo, Wei Yang, Lothar Thiele, Cong Liu
MIMONet: Multi-Input Multi-Output On-Device Deep Learning. CoRR (2023)
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) (2023)
Olga Saukh, Dong Wang, Xiaoxi He, Lothar Thiele
Representing Input Transformations by Low-Dimensional Parameter Subspaces. CoRR (2023)
Wenying Duan, Xiaoxi He, Zimu Zhou, Lothar Thiele, Hong Rao
Localised Adaptive Spatial-Temporal Graph Neural Network. CoRR (2023)
Zexin Li, Tao Ren, Xiaoxi He, Cong Liu
RED: A Systematic Real-Time Scheduling Approach for Robotic Environmental Dynamics. CoRR (2023)
Wenying Duan, Hong Rao, Wei Huang, Xiaoxi He
Minimalist Traffic Prediction: Linear Layer Is All You Need. CoRR (2023)
Zexin Li, Tao Ren, Xiaoxi He, Cong Liu
RED: A Systematic Real-Time Scheduling Approach for Robotic Environmental Dynamics. RTSS (2023)
Wenying Duan, Xiaoxi He, Lu Zhou, Lothar Thiele, Hong Rao
Combating Distribution Shift for Accurate Time Series Forecasting via Hypernetworks. ICPADS (2022)
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 (2022)
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)
Xiaoxi He, Haibo Cheng, Jiahong Xie, Ping Wang, Kaitai Liang
Passtrans: An Improved Password Reuse Model Based on Transformer. ICASSP (2022)
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) (2022)
Dawei Gao, Xiaoxi He, Zimu Zhou, Yongxin Tong, Lothar Thiele
Pruning Meta-Trained Networks for On-Device Adaptation. CIKM (2021)
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) (2021)
Wenying Duan, Xiaoxi He, Zimu Zhou, Hong Rao, Lothar Thiele
Injecting Descriptive Meta-Information into Pre-Trained Language Models with Hypernetworks. Interspeech (2021)
Xiaoxi He, Xinsheng Ke
Research Summary of Recommendation System Based on Knowledge Graph. BDE (2021)
Xiaoxi He, Dawei Gao, Zimu Zhou, Yongxin Tong, Lothar Thiele
Pruning-Aware Merging for Efficient Multitask Inference. KDD (2021)
Xiaoxi He
Research on the Current Situation and Trend of Internationalization Development of Management Science and Engineering. ICCMB (2020)
Rong Zhu, Xiaoxi He, Jiahong Xie, Zongjie Zhang, Ping Wang
An Improved RFID-based Authentication Protocol for Rail Transit. BigDataSE (2020)
Dawei Gao, Xiaoxi He, Zimu Zhou, Yongxin Tong, Ke Xu, Lothar Thiele
Rethinking Pruning for Accelerating Deep Inference At the Edge. KDD (2020)
Yun Cheng, Xiaoxi He, Zimu Zhou, Lothar Thiele
MapTransfer : Urban Air Quality Map Generation for Downscaled Sensor Deployments. IoTDI (2020)
Xiaoxi He, Dawei Gao, Zimu Zhou, Yongxin Tong, Lothar Thiele
Disentangling Redundancy for Multi-Task Pruning. CoRR (2019)
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) (2019)
Xiaoxi He, Zimu Zhou, Lothar Thiele
Multi-Task Zipping via Layer-wise Neuron Sharing. CoRR (2018)
Philipp Miedl, Xiaoxi He, Matthias Meyer, Davide Basilio Bartolini, Lothar Thiele
Frequency Scaling As a Security Threat on Multicore Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37 (11) (2018)
Xiaoxi He, Zimu Zhou, Lothar Thiele
Multi-Task Zipping via Layer-wise Neuron Sharing. NeurIPS (2018)
Xiaoxi He, Leiting Chen, Qingxin Zhu
A Novel Method for Large Crowd Flow. Trans. Edutainment 6 (2011)
Xiaoxi He, Leiting Chen
Path Planning Based on Grid-Potential Fields. CSSE (2) (2008)