Mohamed M. Sabry Aly

31 papers A* 5A 5B 2Misc 2Journal 9Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of Deep Neural Networks. IEEE Trans. Neural Networks Learn. Syst. Xue Geng, Zhe Wang, Chunyun Chen, Qing Xu, Kaixin Xu, Jin Chao, Manas Gupta, XuLei Yang, Zhenghua Chen, Mohamed M. Sabry Aly, Jie Lin, Min Wu, Xiaoli Li
2025	A*	`conf`	LUT-DLA: Lookup Table as Efficient Extreme Low-Bit Deep Learning Accelerator. HPCA Guoyu Li, Shengyu Ye, Chunyun Chen, Yang Wang, Fan Yang, Ting Cao, Cheng Liu, Mohamed M. Sabry Aly, Mao Yang
2025	J	`jnl`	PSRR-MaxpoolNMS++: Fast Non-Maximum Suppression With Discretization and Pooling. IEEE Trans. Pattern Anal. Mach. Intell. Tianyi Zhang, Chunyun Chen, Yun Liu, Xue Geng, Mohamed M. Sabry Aly, Jie Lin
2024	J	`jnl`	From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of Deep Neural Networks. CoRR 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
2024	A	`conf`	ViTA: A Highly Efficient Dataflow and Architecture for Vision Transformers. DATE Chunyun Chen, Lantian Li, Mohamed M. Sabry Aly
2023	—	`conf`	MC-ELMM: Multi-Chip Endurance-Limited Memory Management. MEMSYS Andrew M. Bartolo, Mohamed M. Sabry Aly, George Michelogiannakis, Subhasish Mitra
2022	J	`jnl`	EXTENT: Enabling Approximation-Oriented Energy Efficient STT-RAM Write Circuit. IEEE Access Saeed Seyedfaraji, Javad Talafy Daryani, Mohamed M. Sabry Aly, Semeen Rehman
2022	J	`jnl`	OPQ: Compressing Deep Neural Networks with One-shot Pruning-Quantization. CoRR Peng Hu, Xi Peng, Hongyuan Zhu, Mohamed M. Sabry Aly, Jie Lin
2022	—	`conf`	RDO-Q: Extremely Fine-Grained Channel-Wise Quantization via Rate-Distortion Optimization. ECCV (12) Zhe Wang, Jie Lin, Xue Geng, Mohamed M. Sabry Aly, Vijay Chandrasekhar
2022	A	`conf`	Scalable Hardware Acceleration of Non-Maximum Suppression. DATE Chunyun Chen, Tianyi Zhang, Zehui Yu, Adithi Raghuraman, Shwetalaxmi Udayan, Jie Lin, Mohamed M. Sabry Aly
2022	—	`conf`	SonicFFT: A system architecture for ultrasonic-based FFT acceleration. ASP-DAC Darayus Adil Patel, Viet Phuong Bui, Kevin Tshun Chuan Chai, Amit Lal, Mohamed M. Sabry Aly
2022	—	`conf`	Sub-10nm Ultra-thin ZnO Channel FET with Record-High 561 µA/µm ION at VDS 1V, High µ-84 cm VLSI Technology and Circuits Umesh Chand, Mohamed M. Sabry Aly, Manohar Lal, Chen Chun-Kuei, Sonu Hooda, Shih-Hao Tsai, Zihang Fang, Hasita Veluri, Aaron Voon-Yew Thean
2021	J	`jnl`	A*HAR: A New Benchmark towards Semi-supervised learning for Class-imbalanced Human Activity Recognition. CoRR Govind Narasimman, Kangkang Lu, Arun Raja, Chuan Sheng Foo, Mohamed M. Sabry Aly, Jie Lin, Vijay Chandrasekhar
2021	A*	`conf`	Efficient Tunstall Decoder for Deep Neural Network Compression. DAC Chunyun Chen, Zhe Wang, Xiaowei Chen, Jie Lin, Mohamed M. Sabry Aly
2021	A*	`conf`	OPQ: Compressing Deep Neural Networks with One-shot Pruning-Quantization. AAAI Peng Hu, Xi Peng, Hongyuan Zhu, Mohamed M. Sabry Aly, Jie Lin
2021	A*	`conf`	PSRR-MaxpoolNMS: Pyramid Shifted MaxpoolNMS With Relationship Recovery. CVPR Tianyi Zhang, Jie Lin, Peng Hu, Bin Zhao, Mohamed M. Sabry Aly
2021	J	`jnl`	PSRR-MaxpoolNMS: Pyramid Shifted MaxpoolNMS with Relationship Recovery. CoRR Tianyi Zhang, Jie Lin, Peng Hu, Bin Zhao, Mohamed M. Sabry Aly
2021	B	`conf`	Rate-Distortion Optimized Coding for Efficient CNN Compression. DCC Wang Zhe, Jie Lin, Mohamed M. Sabry Aly, Sean I. Young, Vijay Chandrasekhar, Bernd Girod
2020	A	`conf`	Fledge: Flexible Edge Platforms Enabled by In-memory Computing. DATE Kamalika Datta, Arko Dutt, Ahmed Zaky, Umesh Chand, Devendra Singh, Yida Li, Jackson Chun-Yang Huang, Aaron Thean, Mohamed M. Sabry Aly
2020	A	`conf`	Quantifying the Benefits of Monolithic 3D Computing Systems Enabled by TFT and RRAM. DATE Abdallah M. Felfel, Kamalika Datta, Arko Dutt, Hasita Veluri, Ahmed Zaky, Aaron Voon-Yew Thean, Mohamed M. Sabry Aly
2020	—	`conf`	Towards Deeply Scaled 3D MPSoCs with Integrated Flow Cell Array Technology. ACM Great Lakes Symposium on VLSI Halima Najibi, Alexandre Levisse, Marina Zapater, Mohamed M. Sabry Aly, David Atienza
2019	—	`conf`	A 43pJ/Cycle Non-Volatile Microcontroller with 4.7μs Shutdown/Wake-up Integrating 2.3-bit/Cell Resistive RAM and Resilience Techniques. ISSCC Tony F. Wu, Binh Q. Le, Robert M. Radway, Andrew Bartolo, William Hwang, Seungbin Jeong, Haitong Li, Pulkit Tandon, Elisa Vianello, Pascal Vivet, Etienne Nowak, Mary Wootters, H.-S. Philip Wong, Mohamed M. Sabry Aly, Edith Beigné, Subhasish Mitra
2019	B	`conf`	Dataflow-Based Joint Quantization for Deep Neural Networks. DCC Xue Geng, Jie Fu, Bin Zhao, Jie Lin, Mohamed M. Sabry Aly, Christopher J. Pal, Vijay Chandrasekhar
2019	J	`jnl`	Dataflow-based Joint Quantization of Weights and Activations for Deep Neural Networks. CoRR Xue Geng, Jie Fu, Bin Zhao, Jie Lin, Mohamed M. Sabry Aly, Christopher J. Pal, Vijay Chandrasekhar
2019	A*	`conf`	MaxpoolNMS: Getting Rid of NMS Bottlenecks in Two-Stage Object Detectors. CVPR Lile Cai, Bin Zhao, Zhe Wang, Jie Lin, Chuan Sheng Foo, Mohamed M. Sabry Aly, Vijay Chandrasekhar
2019	—	`conf`	N3XT Monolithic 3D Energy-Efficient Computing Systems. ACM Great Lakes Symposium on VLSI Mohamed M. Sabry Aly
2019	A	`conf`	TEA-DNN: the Quest for Time-Energy-Accuracy Co-optimized Deep Neural Networks. ISLPED Lile Cai, Anne-Maelle Barneche, Arthur Herbout, Chuan Sheng Foo, Jie Lin, Vijay Ramaseshan Chandrasekhar, Mohamed M. Sabry Aly
2019	J	`jnl`	The N3XT Approach to Energy-Efficient Abundant-Data Computing. Proc. IEEE Mohamed M. Sabry Aly, Tony F. Wu, Andrew Bartolo, Yash H. Malviya, William Hwang, Gage Hills, Igor L. Markov, Mary Wootters, Max M. Shulaker, H.-S. Philip Wong, Subhasish Mitra
2018	—	`conf`	Hardware-Aware Softmax Approximation for Deep Neural Networks. ACCV (4) Xue Geng, Jie Lin, Bin Zhao, Anmin Kong, Mohamed M. Sabry Aly, Vijay Chandrasekhar
2017	Misc	`conf`	3D nanosystems enable CODES+ISSS William Hwang, Mohamed M. Sabry Aly, Yash H. Malviya, Mingyu Gao, Tony F. Wu, Christos Kozyrakis, H.-S. Philip Wong, Subhasish Mitra
2016	Misc	`conf`	Nano-engineered architectures for ultra-low power wireless body sensor nodes. CODES+ISSS Rubén Braojos, David Atienza, Mohamed M. Sabry Aly, Tony F. Wu, H.-S. Philip Wong, Subhasish Mitra, Giovanni Ansaloni