| Publication date | Communities | Collections | Article title | Author(s) | Journal/Conference |
|---|---|---|---|---|---|
| 14 Jun 2024 | SERC | Institute for Infocomm Research | From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of Deep Neural Networks | Xue Geng, Zhe Wang, Chunyun Chen, Qing Xu, Kaixin Xu, Chao Jin, Manas Gupta, Xulei Yang, Zhenghua Chen, Mohamed M. Sabry Aly, Jie Lin, Min Wu, Xiaoli Li | IEEE Transactions on Neural Networks and Learning Systems |
| 8 Sep 2022 | SERC | Institute for Infocomm Research | OPQ: Compressing Deep Neural Networks with One-shot Pruning-Quantization | Peng Hu, Xi Peng, Hongyuan Zhu, Mohamed M. Sabry Aly, Jie Lin | Proceedings of the AAAI Conference on Artificial Intelligence |
| 2 Dec 2018 | SERC | Institute for Infocomm Research | Hardware-aware Softmax Approximation for Deep Neural Networks | Xue Geng, Jie Lin, Bin Zhao, Anmin Kong, Mohamed M. Sabry Aly, Vijay Chandrasekhar | Asian Conference on Computer Vision 2018 |