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Publication date Communities Collections Article title Author(s) Journal/Conference
10 Sep 2026 SERC Institute for Infocomm Research BLOB-Q: Boosting Low Bit ViT Quantization via Global Optimization on Model Distortion (Pending publish) Zhe Wang, Kaixin Xu, Xue Geng, Fen Fang, Mohamed M. Sabry Aly, Xulei Yang, Min Wu, Weisi Lin European Conference on Computer Vision (ECCV) 2026
28 Oct 2024 SERC Institute for Infocomm Research PSRR-MaxpoolNMS++: Fast Non-Maximum Suppression With Discretization and Pooling (Pending publish) Tianyi Zhang, Chunyun Chen, Yun Liu, Xue Geng, Mohamed M. Sabry Aly, Jie Lin IEEE Transactions on Pattern Analysis and Machine Intelligence
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