Yufei Ma

5.2k total citations · 3 hit papers
70 papers, 3.6k citations indexed

About

Yufei Ma is a scholar working on Computer Vision and Pattern Recognition, Electrical and Electronic Engineering and Artificial Intelligence. According to data from OpenAlex, Yufei Ma has authored 70 papers receiving a total of 3.6k indexed citations (citations by other indexed papers that have themselves been cited), including 39 papers in Computer Vision and Pattern Recognition, 34 papers in Electrical and Electronic Engineering and 15 papers in Artificial Intelligence. Recurrent topics in Yufei Ma's work include Advanced Memory and Neural Computing (25 papers), Video Analysis and Summarization (17 papers) and Advanced Neural Network Applications (17 papers). Yufei Ma is often cited by papers focused on Advanced Memory and Neural Computing (25 papers), Video Analysis and Summarization (17 papers) and Advanced Neural Network Applications (17 papers). Yufei Ma collaborates with scholars based in China, United States and United Kingdom. Yufei Ma's co-authors include Hao Zhang, Yu Cao, Sarma Vrudhula, Jae-sun Seo, Lie Lu, Chong‐Wah Ngo, Mingjing Li, Xian‐Sheng Hua, Naveen Suda and Vikas Chandra and has published in prestigious journals such as IEEE Journal of Solid-State Circuits, IEEE Transactions on Circuits and Systems for Video Technology and IEEE Transactions on Multimedia.

In The Last Decade

Yufei Ma

63 papers receiving 3.5k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Contrast-based image attention analysis by using fuzzy growing

2003 718 citations Yufei Ma, Hao Zhang profile →
Throughput-Optimized OpenCL-based FPGA Accelerator for Large-Scale Convolutional Neural Networks

2016 393 citations Yufei Ma, Sarma Vrudhula et al. profile →
A user attention model for video summarization

2002 386 citations Yufei Ma, Hao Zhang et al. profile →

Peers

Countries citing papers authored by Yufei Ma

Since Specialization

Citations

This map shows the geographic impact of Yufei Ma's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Yufei Ma with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Yufei Ma more than expected).

Fields of papers citing papers by Yufei Ma

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Yufei Ma. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Yufei Ma. The network helps show where Yufei Ma may publish in the future.

Co-authorship network of co-authors of Yufei Ma

This figure shows the co-authorship network connecting the top 25 collaborators of Yufei Ma. A scholar is included among the top collaborators of Yufei Ma based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Yufei Ma. Yufei Ma is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	A 22-nm Delta-Sigma Computing-In-Memory SRAM Macro With Near-Zero-Mean Outputs and LSB-First ADCs for Edge AI Processing 2025 ·IEEE Journal of Solid-State Circuits ·(unknown), (unknown), (unknown), Linxiao Shen, Tianyu Jia, Ru Huang, Le Ye, Yufei Ma	0
2	3D-TokSIM: Stacking 3D Memory with Token-Stationary Compute-in-Memory for Speculative LLM Inference 2025 ·(unknown), (unknown), (unknown), (unknown), (unknown), Yufei Ma, Tianyu Jia, Ru Huang, Le Ye	1
3	MoDULA: Mixture of Domain-Specific and Universal LoRA for Multi-Task Learning 2024 ·Yufei Ma, (unknown), (unknown), Ben Chen, Dehong Gao, (unknown), Zihan Wang, Linbo Jin, Wen Jiang, (unknown), Xiaoyan Cai, (unknown)	0
4	AIG-CIM: A Scalable Chiplet Module with Tri-Gear Heterogeneous Compute-in-Memory for Diffusion Acceleration 2024 ·(unknown), (unknown), John L. Zhou, (unknown), Yufei Ma, Ru Huang, Le Ye, Tianyu Jia	1
5	A Heterogeneous TinyML SoC with Energy-Event-Performance-Aware Management and Compute-in-Memory Two-Stage Event-Driven Wakeup 2024 ·(unknown), (unknown), (unknown), Guoxiang Li, (unknown), (unknown), (unknown), (unknown), Yadong Zhang, Yufei Ma, (unknown), Le Ye, Tianyu Jia	1
6	An In-Memory Computing Accelerator with Reconfigurable Dataflow for Multi-Scale Vision Transformer with Hybrid Topology 2024 ·(unknown), Yufei Ma, (unknown), (unknown), (unknown), (unknown), Tianyu Jia, Le Ye, Ru Huang	0
7	A 44.3 TOPS/W SRAM Compute-in-Memory With Near-CIM Analog Memory and Activation for DAC/ADC-Less Operations 2024 ·IEEE Solid-State Circuits Letters ·(unknown), (unknown), (unknown), Yufei Ma, Tianyu Jia, Le Ye	3
8	Sparsity-Aware In-Memory Neuromorphic Computing Unit With Configurable Topology of Hybrid Spiking and Artificial Neural Network 2024 ·IEEE Transactions on Circuits and Systems I Regular Papers ·(unknown), Zhiyuan Chen, (unknown), (unknown), Tianyu Jia, Zhixuan Wang, Ru Huang, Le Ye, Yufei Ma	0
9	DCIM-GCN: Digital Computing-in-Memory Accelerator for Graph Convolutional Network 2024 ·IEEE Transactions on Circuits and Systems I Regular Papers ·Yufei Ma, (unknown), (unknown), Guoxiang Li, (unknown), Tianyu Jia, Le Ye, Ru Huang	4
10	Breaking the negative cycle of age and proactive behavior: the role of job variety and future time perspective 2024 ·Asia Pacific Journal of Human Resources ·(unknown), Shuming Zhao, Yufei Ma, (unknown)	0
11	Research progress on low-power artificial intelligence of things (AIoT) chip design 2023 ·Science China Information Sciences ·Le Ye, Zhixuan Wang, Tianyu Jia, Yufei Ma, Linxiao Shen, Yihan Zhang, Heyi Li, Peiyu Chen, (unknown), Ying Liu, (unknown), Hao Zhang, Ru Huang	10
12	An 82-nW 0.53-pJ/SOP Clock-Free Spiking Neural Network With 40-μs Latency for AIoT Wake-Up Functions Using a Multilevel-Event-Driven Bionic Architecture and Computing-in-Memory Technique 2023 ·IEEE Transactions on Circuits and Systems I Regular Papers ·(unknown), Yufei Ma, Wei He, Zhixuan Wang, Linxiao Shen, Jiayoon Ru, Ru Huang, Le Ye	6
13	Hybrid Stochastic-Binary Computing for Low-Latency and High-Precision Inference of CNNs 2022 ·IEEE Transactions on Circuits and Systems I Regular Papers ·Zhiyuan Chen, Yufei Ma, Zhongfeng Wang	15
14	A Flexible and Efficient FPGA Accelerator for Various Large-Scale and Lightweight CNNs 2021 ·IEEE Transactions on Circuits and Systems I Regular Papers ·(unknown), Yufei Ma, Meiqi Wang, Zhongfeng Wang	51
15	In-Memory Computing: The Next-Generation AI Computing Paradigm 2020 ·Yufei Ma, Yuan Du, Li Du, Jun Lin, Zhongfeng Wang	17
16	Performance Modeling for CNN Inference Accelerators on FPGA 2019 ·IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems ·Yufei Ma, Yu Cao, Sarma Vrudhula, Jae-sun Seo	43
17	Automatic Compilation of Diverse CNNs Onto High-Performance FPGA Accelerators 2018 ·IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems ·Yufei Ma, Yu Cao, Sarma Vrudhula, Jae-sun Seo	54
18	Optimizing the Convolution Operation to Accelerate Deep Neural Networks on FPGA 2018 ·IEEE Transactions on Very Large Scale Integration (VLSI) Systems ·Yufei Ma, Yu Cao, Sarma Vrudhula, Jae-sun Seo	247
19	A model of motion attention for video skimming 2003 ·Proceedings - International Conference on Image Processing ·Yufei Ma, Hao Zhang	107
20	MSR-Asia at TREC-10 Video Track: Shot Boundary Detection Task. 2001 ·Text REtrieval Conference ·Yufei Ma, (unknown), Yuan Chen, Hao Zhang	11

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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