Xi Chen
Position:
PhD Student
Email:
xi@ini.uzh.ch
Work phone:
076 414 6220
I joined the Sensors Group of INI in November 2018 and have been working with Prof. Shih-Chii Liu and Prof. Tobi Delbruck. I am researching on DNN training accelerators, more specifically on hardware architectures for incremental learning of RNNs on mobile and IoT devices.
Supervisor
Shih-Chii Liu
Publications
2024
Xi Chen, Chang Gao, Zuowen Wang, Longbiao Cheng, Sheng Zhou, Shih-Chii Liu, Tobi Delbruck
Exploiting Symmetric Temporally Sparse BPTT for Efficient RNN Training
,
The AAAI Conference on Artificial Intelligence (AAAI)
, 2024
2023
Xi Chen, Chang Gao, Zuowen Wang, Longbiao Cheng, Sheng Zhou, Shih-Chii Liu, Tobi Delbruck
Exploiting symmetric temporally sparse BPTT for efficient RNN training
,
Advances in Neural Information Processing Systems (NeurIPS) 2023 Workshop
, 2023
2021
Xi Chen, Chang Gao, Tobi Delbruck, Shih-Chii Liu
EILE: Efficient Incremental Learning on the Edge
,
The International Conference on Artificial Intelligence Circuits and Systems (AICAS)
, 2021
2020
Gao, C., Rios-Navarro, A., Chen, X., Delbruck, T., Liu, S-C.,
EdgeDRNN: Enabling Low-latency Recurrent Neural Network Edge Inference
,
2020 IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS)
, 2020
Gao, C., Rios-Navarro, A., Chen, X., Delbruck, T., Liu, S-C.,
EdgeDRNN: Recurrent Neural Network Accelerator for Edge Inference
,
IEEE Journal on Emerging and Selected Topics in Circuits and Systems
, 2020