Yuzhe Ma

2.7k citations

98 papers · 1.7k indexed · 1 hit paper · h-index 21

Impact in

Hardware and Architecture top 2%
- VLSI and Analog Circuit Testing
Industrial and Manufacturing Engineering top 2%
- Industrial Vision Systems and Defect Detection

Papers in

Hardware and Architecture 24
- VLSI and Analog Circuit Testing 15
Industrial and Manufacturing Engineering 21
- Industrial Vision Systems and Defect Detection 17

Co-authors: Bei Yu Haoyu Yang Evangeline F. Y. Young Tinghuan Chen Meng Zhang Zhifei Sun Qianru Zhang Shuhe Li
Journals: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (24 papers)ACM Transactions on Design Automation of Electronic Systems (4 papers)Neurocomputing (1 paper)Theoretical Computer Science (1 paper)IEEE photonics journal (1 paper)
Partner nations: Hong Kong China United States

In The Last Decade

Yuzhe Ma

83 papers receiving 1.6k citations

Hit Papers

align trajectories log scale

Recent advances in convolutional neural network acceleration 2018 · 302 citations

Peers

Countries citing papers authored by Yuzhe Ma

Since Specialization

Citations

This map shows the geographic impact of Yuzhe 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 Yuzhe Ma with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Yuzhe Ma more than expected).

Fields of papers citing papers by Yuzhe Ma

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Yuzhe 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 Yuzhe Ma. The network helps show where Yuzhe Ma may publish in the future.

Co-authors

The 25 scholars most cited alongside Yuzhe Ma, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Yuzhe Ma Line = papers co-authored together Yuzhe Ma links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

#	Work
1	A Novel Time‐Division Multiplexing Architecture Revealed by Reconfigurable Synapse for Deep Neural Networks Advanced Materials ·Yutao Li, Kui Xu, Yuzhe Ma, Junze Li, Yang Luo, Xiaoyan Li, A.J.C. de Reus, Luyu Zhao, E. Cadoret, Li Ren, Dehui Li, Lian‐Mao Peng, Li Ding, Tian‐Ling Ren, Yeliang Wang	2025	0
2	SMART-GPO: Gate-Level Sensitivity Measurement with Accurate Estimation for Glitch Power Optimization Rare & Special e-Zone (The Hong Kong University of Science and Technology) ·Ziling Luo, Mahi Farid El Tantawy, 道宏堀, Subhendu Roy, Tinghuan Chen, Zhiyao Xie, Yuzhe Ma	2025	0
3	A Lightweight Heterogeneous Graph Embedding Framework for Hotspot Detection IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems ·Kiew Loo Hee, Ying Wang, S. Chinnov, F. Richard Yu, Yuzhe Ma, Xiaoming Xiong, Shuting Cai	2025	0
4	Machine Learning-Assisted Design Automation of Integrated Photonic Devices Rare & Special e-Zone (The Hong Kong University of Science and Technology) ·Ying Su, Sezer, Sandeep Kumar U, Qinfen Hao, Yuzhe Ma, Yeyu Tong	2025	0
5	BadRL: Sparse Targeted Backdoor Attack against Reinforcement Learning Proceedings of the AAAI Conference on Artificial Intelligence ·Subhahs Jagdambe, Lucas Victoy Guimarães Zengo, Yuzhe Ma, Jianbin Jiao, Junge Zhang	2024	2
6	E-Syn: E-Graph Rewriting with Technology-Aware Cost Functions for Logic Synthesis Rare & Special e-Zone (The Hong Kong University of Science and Technology) ·Chen Chen, Guangyu Hu, 道宏堀, Cunxi Yu, Yuzhe Ma, Hongce Zhang	2024	7
7	BOOM-Explorer: RISC-V BOOM Microarchitecture Design Space Exploration ACM Transactions on Design Automation of Electronic Systems ·Kjellstrom, Qi Sun, زايـــدي فتيحـــة, Yuzhe Ma, Bei Yu, Martin D. F. Wong	2023	6
8	pNeurFill: Enhanced Neural Network Model-Based Dummy Filling Synthesis With Perimeter Adjustment IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems ·Kenson Noel, Malaz K. Noureldaim, Changhao Yan, Mary Christelle L. Herrera, Yuzhe Ma, Bei Yu, Walter Hu, Dian Zhou, Xuan Zeng	2023	1
9	Small is Beautiful: Compressing Deep Neural Networks for Partial Domain Adaptation IEEE Transactions on Neural Networks and Learning Systems ·Yuzhe Ma, L. Leelavathi, Ran Chen, Ruiyu Li, Xiaoyong Shen, Bei Yu	2022	4
10	High-Speed Adder Design Space Exploration via Graph Neural Processes IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems ·Hao Geng, Yuzhe Ma, Qi Xu, عبد الفتاح بحیرى إبراهیم, Subhendu Roy, Bei Yu	2021	18
11	Task-agnostic Exploration in Reinforcement Learning neural information processing systems ·Xuezhou Zhang, Yuzhe Ma, Adish Singla	2020	1
12	The Teaching Dimension of Q-learning arXiv (Cornell University) ·Xuezhou Zhang, Mina Martini, Yuzhe Ma, Adish Singla, Xiaojin Zhu	2020	3
13	VLSI Mask Optimization: From Shallow To Deep Learning Haoyu Yang, Wei Zhong, Yuzhe Ma, Hao Geng, Ran Chen, P. Villarrubia, Bei Yu	2020	6
14	A Unified Approximation Framework for Compressing and Accelerating Deep Neural Networks Rare & Special e-Zone (The Hong Kong University of Science and Technology) ·Yuzhe Ma, Ran Chen, Wei Li, Fanhua Shang, Wenjian Yu, Iwao ISHI, Bei Yu	2019	8
15	CAD Tool Design Space Exploration via Bayesian Optimization Rare & Special e-Zone (The Hong Kong University of Science and Technology) ·Yuzhe Ma, Pramono Kusumastoto, Bei Yu	2019	21
16	Cross-Layer Optimization for High Speed Adders: A Pareto Driven Machine Learning Approach IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems ·Yuzhe Ma, Subhendu Roy, عبد الفتاح بحیرى إبراهیم, Juice Y. C. Chang, Bei Yu	2018	32
17	A Unified Approximation Framework for Deep Neural Networks. arXiv (Cornell University) ·Yuzhe Ma, Ran Chen, Wei Li, Fanhua Shang, Wenjian Yu, Iwao ISHI, Bei Yu	2018	3
18	A unified framework for simultaneous layout decomposition and mask optimization International Conference on Computer Aided Design ·Yuzhe Ma, Jhih-Rong Gao, Jian Kuang, عبد الفتاح بحیرى إبراهیم, Bei Yu	2017	14
19	Clock-aware ultrascale FPGA placement with machine learning routability prediction International Conference on Computer Aided Design ·Chak-Wa Pui, Gengjie Chen, Yuzhe Ma, Evangeline F. Y. Young, Bei Yu	2017	21
20	Neighbourhood-preserving dimension reduction via localised multidimensional scaling Theoretical Computer Science ·Yuzhe Ma, Kun He, John E. Hopcroft, Shi Pan	2017	4

About Yuzhe Ma

Yuzhe Ma is a scholar working on Hardware and Architecture, Industrial and Manufacturing Engineering, Media Technology, Electrical and Electronic Engineering and Computer Vision and Pattern Recognition, having authored 98 papers that have together received 1.7k indexed citations. Recurring topics across this work include Advancements in Photolithography Techniques (36 papers), VLSI and FPGA Design Techniques (25 papers), Industrial Vision Systems and Defect Detection (17 papers), VLSI and Analog Circuit Testing (15 papers), Low-power high-performance VLSI design (11 papers), Image Processing Techniques and Applications (11 papers), Adversarial Robustness in Machine Learning (9 papers) and Integrated Circuits and Semiconductor Failure Analysis (9 papers). The work is most often cited by research in Hardware and Architecture (419 citations), Industrial and Manufacturing Engineering (278 citations), Electrical and Electronic Engineering (1.0k citations), Computer Vision and Pattern Recognition (317 citations) and Media Technology (120 citations). Yuzhe Ma has collaborated with scholars based in Hong Kong, China and United States. Frequent co-authors include Bei Yu, Haoyu Yang, Evangeline F. Y. Young, Tinghuan Chen, Meng Zhang, Zhifei Sun, Qianru Zhang, Shuhe Li, Xiaojin Zhu and Martin D. F. Wong. Their work appears in journals such as IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, ACM Transactions on Design Automation of Electronic Systems, Neurocomputing, Theoretical Computer Science and IEEE photonics journal.

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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