Zhen Li

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All published works

Action	Title	Year	Authors
+ PDF Chat	AMG: Automated Efficient Approximate Multiplier Generator for FPGAs via Bayesian Optimization	2023	Zhen Li Hao Zhou Lingli Wang Xuegong Zhou
+ PDF Chat	Low Error-Rate Approximate Multiplier Design for DNNs with Hardware-Driven Co-Optimization	2022	Yao Lu Jide Zhang Su Zheng Zhen Li Lingli Wang
+ PDF Chat	HEAM: High-Efficiency Approximate Multiplier optimization for Deep Neural Networks	2022	Su Zheng Zhen Li Yao Lu Jingbo Gao Jide Zhang Lingli Wang
+	HEAM: High-Efficiency Approximate Multiplier Optimization for Deep Neural Networks	2022	Su Zheng Zhen Li Yao Lü Jingbo Gao Jide Zhang Lingli Wang

Common Coauthors

Coauthor	Papers Together
Lingli Wang	4
Jide Zhang	3
Su Zheng	3
Jingbo Gao	2
Yao Lu	2
Yao Lü	1
Hao Zhou	1
Xuegong Zhou	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	DoReFa-Net: Training Low Bitwidth Convolutional Neural Networks with Low Bitwidth Gradients	2016	Shuchang Zhou Yuxin Wu Zekun Ni Xinyu Zhou He Wen Yuheng Zou	1
+	Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms	2017	Xiao Han Kashif Rasul Roland Vollgraf	1
+ PDF Chat	Eyeriss v2: A Flexible Accelerator for Emerging Deep Neural Networks on Mobile Devices	2019	Yu-Hsin Chen Tien-Ju Yang Joel Emer Vivienne Sze	1
+ PDF Chat	ALWANN: Automatic Layer-Wise Approximation of Deep Neural Network Accelerators without Retraining	2019	Vojtěch Mrázek Zdeněk Vašíček Lukáš Sekanina Muhammad Abdullah Hanif Muhammad Shafique	1
+ PDF Chat	Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference	2018	Benoit Jacob Skirmantas Kligys Bo Chen Menglong Zhu Matthew F. Tang Andrew Howard Hartwig Adam Dmitry Kalenichenko	1
+	Semi-Supervised Classification with Graph Convolutional Networks	2016	Thomas Kipf Max Welling	1
+ PDF Chat	TFApprox: Towards a Fast Emulation of DNN Approximate Hardware Accelerators on GPU	2020	Filip Vaverka Vojtěch Mrázek Zdeněk Vašíček Lukáš Sekanina	1
+ PDF Chat	ApproxFPGAs: Embracing ASIC-Based Approximate Arithmetic Components for FPGA-Based Systems	2020	Bharath Srinivas Prabakaran Vojtěch Mrázek Zdeněk Vašíček Lukáš Sekanina Muhammad Shafique	1
+ PDF Chat	Control Variate Approximation for DNN Accelerators	2021	Georgios Zervakis Ourania Spantidi Iraklis Anagnostopoulos Hussam Amrouch Jörg Henkel	1