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Xian Shuai
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2020 – today
- 2024
- [c12]Siyang Jiang, Xian Shuai, Guoliang Xing:
ArtFL: Exploiting Data Resolution in Federated Learning for Dynamic Runtime Inference via Multi-Scale Training. IPSN 2024: 27-38 - [c11]Xiaomin Ouyang, Xian Shuai, Yang Li, Li Pan, Xifan Zhang, Heming Fu, Sitong Cheng, Xinyan Wang, Shihua Cao, Jiang Xin, Hazel Mok, Zhenyu Yan, Doris Sau-Fung Yu, Timothy Kwok, Guoliang Xing:
ADMarker: A Multi-Modal Federated Learning System for Monitoring Digital Biomarkers of Alzheimer's Disease. MobiCom 2024: 404-419 - [c10]Kaiwei Liu, Bufang Yang, Lilin Xu, Yunqi Guo, Neiwen Ling, Zhihe Zhao, Guoliang Xing, Xian Shuai, Xiaozhe Ren, Xin Jiang, Zhenyu Yan:
Poster Abstract: Tasking Heterogeneous Sensor Systems with LLMs. SenSys 2024: 901-902 - 2023
- [j1]Rongguang Ye, Yantong Guo, Xian Shuai, Rongye Ye, Siyang Jiang, Hui Jiang:
LiCAM: Long-Tailed Instance Segmentation with Real-Time Classification Accuracy Monitoring. J. Circuits Syst. Comput. 32(2): 2350032:1-2350032:18 (2023) - [c9]Yimin Dai, Xian Shuai, Rui Tan, Guoliang Xing:
Interpersonal Distance Tracking with mmWave Radar and IMUs. IPSN 2023: 123-135 - [c8]Lixing He, Haozheng Hou, Shuyao Shi, Xian Shuai, Zhenyu Yan:
Towards Bone-Conducted Vibration Speech Enhancement on Head-Mounted Wearables. MobiSys 2023: 14-27 - [c7]Bufang Yang, Lixing He, Neiwen Ling, Zhenyu Yan, Guoliang Xing, Xian Shuai, Xiaozhe Ren, Xin Jiang:
EdgeFM: Leveraging Foundation Model for Open-set Learning on the Edge. SenSys 2023: 111-124 - [c6]Zhihe Zhao, Xian Shuai, Neiwen Ling, Nan Guan, Zhenyu Yan, Guoliang Xing:
Moses: Exploiting Cross-Device Transferable Features for on-Device Tensor Program Optimization. HotMobile 2023: 22-28 - [i4]Yimin Dai, Xian Shuai, Rui Tan, Guoliang Xing:
Interpersonal Distance Tracking with mmWave Radar and IMUs. CoRR abs/2303.12798 (2023) - [i3]Xiaomin Ouyang, Xian Shuai, Yang Li, Li Pan, Xifan Zhang, Heming Fu, Xinyan Wang, Shihua Cao, Jiang Xin, Hazel Mok, Zhenyu Yan, Doris Sau-Fung Yu, Timothy Kwok, Guoliang Xing:
ADMarker: A Multi-Modal Federated Learning System for Monitoring Digital Biomarkers of Alzheimer's Disease. CoRR abs/2310.15301 (2023) - [i2]Bufang Yang, Lixing He, Neiwen Ling, Zhenyu Yan, Guoliang Xing, Xian Shuai, Xiaozhe Ren, Xin Jiang:
EdgeFM: Leveraging Foundation Model for Open-set Learning on the Edge. CoRR abs/2311.10986 (2023) - 2022
- [c5]Yulin Shen, Xian Shuai:
Meta-learning Fine-tuned Feature Extractor for Few-shot Image Classification: A Case Study on Fine-tuning CNN Backbone with Transformer for Few-shot Learning. APIT 2022: 9-14 - [c4]Xian Shuai, Yulin Shen, Siyang Jiang, Zhihe Zhao, Zhenyu Yan, Guoliang Xing:
BalanceFL: Addressing Class Imbalance in Long-Tail Federated Learning. IPSN 2022: 271-284 - [c3]Xiaomin Ouyang, Xian Shuai, Jiayu Zhou, Ivy Wang Shi, Zhiyuan Xie, Guoliang Xing, Jianwei Huang:
Cosmo: contrastive fusion learning with small data for multimodal human activity recognition. MobiCom 2022: 324-337 - [i1]Zhihe Zhao, Xian Shuai, Yang Bai, Neiwen Ling, Nan Guan, Zhenyu Yan, Guoliang Xing:
Moses: Efficient Exploitation of Cross-device Transferable Features for Tensor Program Optimization. CoRR abs/2201.05752 (2022) - 2021
- [c2]Xian Shuai, Yulin Shen, Yi Tang, Shuyao Shi, Luping Ji, Guoliang Xing:
milliEye: A Lightweight mmWave Radar and Camera Fusion System for Robust Object Detection. IoTDI 2021: 145-157
2010 – 2019
- 2018
- [c1]Zhihe Zhao, Zhehao Jiang, Neiwen Ling, Xian Shuai, Guoliang Xing:
ECRT: An Edge Computing System for Real-Time Image-based Object Tracking. SenSys 2018: 394-395
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