Tianyu Gu

3.0k total citations · 1 hit paper
20 papers, 898 citations indexed

About

Tianyu Gu is a scholar working on Computer Vision and Pattern Recognition, Signal Processing and Automotive Engineering. According to data from OpenAlex, Tianyu Gu has authored 20 papers receiving a total of 898 indexed citations (citations by other indexed papers that have themselves been cited), including 7 papers in Computer Vision and Pattern Recognition, 4 papers in Signal Processing and 3 papers in Automotive Engineering. Recurrent topics in Tianyu Gu's work include Autonomous Vehicle Technology and Safety (3 papers), Robotic Path Planning Algorithms (3 papers) and Data Management and Algorithms (3 papers). Tianyu Gu is often cited by papers focused on Autonomous Vehicle Technology and Safety (3 papers), Robotic Path Planning Algorithms (3 papers) and Data Management and Algorithms (3 papers). Tianyu Gu collaborates with scholars based in China, United States and Switzerland. Tianyu Gu's co-authors include Siddharth Garg, Brendan Dolan-Gavitt, Kang Liu, John M. Dolan, Jarrod Snider, Jin‐Woo Lee, Jin Woo Lee, Caleb Warren, Nooshin L. Warren and Ye Zhao and has published in prestigious journals such as Journal of Marketing, IEEE Access and International Journal of Environmental Research and Public Health.

In The Last Decade

Tianyu Gu

16 papers receiving 871 citations

Hit Papers

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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.

BadNets: Evaluating Backdooring Attacks on Deep Neural Networks

2019 606 citations Tianyu Gu, Kang Liu et al. IEEE Access profile →

Peers

Countries citing papers authored by Tianyu Gu

Since Specialization

Citations

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

Fields of papers citing papers by Tianyu Gu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Tianyu Gu

This figure shows the co-authorship network connecting the top 25 collaborators of Tianyu Gu. A scholar is included among the top collaborators of Tianyu Gu 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 Tianyu Gu. Tianyu Gu 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	Hyperspectral remote sensing and machine learning techniques for assessing soil contamination by potentially toxic elements: A case study from the Zeïda mining area, Morocco 2025 ·Journal of African Earth Sciences ·Mohamad Hidayat Jamal, Yansong Liu, Tianyu Gu, Wei Hu, Fenhua Ren, (unknown), F.B. Li	0
2	Functional materials based on kitchen waste fermentation residue for the remediation of cadmium-contaminated soil 2025 ·Journal of environmental chemical engineering ·(unknown), (unknown), Tianyu Gu, Ruiying Wang, (unknown), Weiming Zhu, Li Jiang, Hua Yin, (unknown), (unknown)	2
3	Low toxicity mechanistic insights into Z-scheme WO3/BiFeO3/DSB photocatalysts for efficient ampicillin degradation 2025 ·npj Clean Water ·(unknown), Tianyu Gu, Ruiying Wang, (unknown), (unknown), (unknown), Jiang Li, (unknown), Bing Li	0
4	Preparation and characterization of biochar from four different solid wastes and its ampicillin adsorption performance 2024 ·Environmental Geochemistry and Health ·(unknown), Tianyu Gu, Ruiying Wang, Bing Li, (unknown), (unknown), (unknown), Tiantian Hu, (unknown)	0
5	Deep neural network pruning method based on sensitive layers and reinforcement learning 2023 ·Artificial Intelligence Review ·(unknown), (unknown), Baojiang Cui, (unknown), Tianyu Gu	5
6	MC-GAT: Multi-Channel Graph Attention Networks for Capturing Diverse Information in Complex Graphs 2023 ·Cognitive Computation ·(unknown), Yurong Qian, (unknown), Tianyu Gu, (unknown), Jiaying Chen	3
7	Maternal Failure Mindsets and Parenting Styles: Exploring the Mediating Role of Maternal Attributions of Children’s Academic Failures 2023 ·Early Education and Development ·Xinpei Xu, Xiaoyun Li, Tianyu Gu, Yan Li	4
8	Multi-Task Joint Learning Model for Chinese Word Segmentation and Syndrome Differentiation in Traditional Chinese Medicine 2022 ·International Journal of Environmental Research and Public Health ·(unknown), (unknown), Tianyu Gu, Zhuangzhi Yan, Jiehui Jiang	15
9	Classifying Chinese Medicine Constitution Using Multimodal Deep-Learning Model 2022 ·Chinese Journal of Integrative Medicine ·Tianyu Gu, Zhuangzhi Yan, Jiehui Jiang	7
10	Liraglutide Nano-Preparation on Perioperative Neurocognitive Dysfunction in Aged Mice 2022 ·Cellular and Molecular Biology ·Jiejie Zhang, Jie Song, Tianyu Gu, Jianping Yang, Xuejiao Cai, Mengmeng Cai, (unknown)	1
11	Marketing Ideas: How to Write Research Articles that Readers Understand and Cite 2021 ·Journal of Marketing ·Nooshin L. Warren, (unknown), Tianyu Gu, Caleb Warren	41
12	Comparisons of the Different Views of Face Negotiation Theory 2021 ·Advances in economics, business and management research ·Tianyu Gu, (unknown), (unknown), (unknown)	0
13	BadNets: Evaluating Backdooring Attacks on Deep Neural Networks breakdown → 2019 ·IEEE Access ·Tianyu Gu, Kang Liu, Brendan Dolan-Gavitt, Siddharth Garg	606
14	Adaptively Exploring Population Mobility Patterns in Flow Visualization 2017 ·IEEE Transactions on Intelligent Transportation Systems ·(unknown), Wei Chen, Ye Zhao, Tianyu Gu, Siyuan Gao, Hujun Bao	27
15	SafetyNets: verifiable execution of deep neural networks on an untrusted cloud 2017 ·Neural Information Processing Systems ·Zahra Ghodsi, Tianyu Gu, Siddharth Garg	13
16	Runtime-bounded tunable motion planning for autonomous driving 2016 ·Tianyu Gu, John M. Dolan, Jin Woo Lee	17
17	Automated tactical maneuver discovery, reasoning and trajectory planning for autonomous driving 2016 ·Tianyu Gu, John M. Dolan, Jin Woo Lee	27
18	A visual reasoning approach for data-driven transport assessment on urban roads 2014 ·(unknown), Wei Chen, (unknown), Ye Zhao, (unknown), Tianyu Gu, (unknown), Ronghua Liang, Hujun Bao	35
19	Prediction of formation of inorganic compounds with composition ABC2 (C = S, Se, or Te) with the use of precedent-based pattern recognition methods 2014 ·Pattern Recognition and Image Analysis ·Tianyu Gu, Wei Lv, (unknown), Qiang Su, Wencong Lu, (unknown)	2
20	Focused Trajectory Planning for autonomous on-road driving 2013 ·Tianyu Gu, Jarrod Snider, John M. Dolan, Jin‐Woo Lee	93

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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