Ding Zhao

5.7k citations

141 papers · 3.1k indexed · 2 hit papers · h-index 30

Automotive Engineering top 0.5%
- Autonomous Vehicle Technology and Safety 38
Safety, Risk, Reliability and Quality top 0.5%
- Traffic and Road Safety 13
Software top 2%
Signal Processing top 2%
Control and Systems Engineering top 1%
- Traffic control and management 24
Building and Construction
- Traffic Prediction and Management Techniques 10
Artificial Intelligence
- Adversarial Robustness in Machine Learning 9
- Reinforcement Learning in Robotics 9
Social Psychology
- Human-Automation Interaction and Safety 7
Management Science and Operations Research
- Probability and Risk Models 7

Co-authors: Wenshuo Wang Huei Peng Henry Lam David J. LeBlanc Wenhao Ding Junqiang Xi Zhiyuan Huang Baiming Chen
Cited by: Automotive Engineering Safety, Risk, Reliability and Quality Software
Journals: IEEE Transactions on Intelligent Transportation Systems (13 papers)IEEE Robotics and Automation Letters (4 papers)IEEE Access (2 papers)
Partner nations: United States China Hong Kong

In The Last Decade

Ding Zhao

131 papers receiving 3.0k 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.

2023 IEEE Transactions on Intelligent Transportation Systems
2019 Streaming End-to-end Speech Recognition for Mobile Devices

Peers

Countries citing papers authored by Ding Zhao

Since Specialization

Citations

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

Fields of papers citing papers by Ding Zhao

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network

The 25 scholars most cited alongside Ding Zhao, 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 Ding Zhao Line = papers co-authored together Ding Zhao links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

#	Work
1	Zero-shot classification for cardiac magnetic resonance imaging using multimodal pretraining Journal of Cardiovascular Magnetic Resonance ·Luciana Saddi,Jielin Qiu,Peide Huang,Po‐Hao Chen,Richard A. Grimm,Christopher Nguyen,Ding Zhao,Deborah Kwon,David Y. Chen	2025	1
2	Imine-linked covalent organic frameworks with coordinated Co single atoms for efficient Fenton-like catalysis to degrade sulfamethoxazole Journal of environmental chemical engineering ·Yaqi Huang,Qing Xu,Yonghao Wang,Ding Zhao,Jin Sun,Xianfeng Yang,Peng Guo,Yuanyuan Sun,Dongjiang Yang	2025	2
3	Dynamics as Prompts: In-Context Learning for Sim-to-Real System Identifications IEEE Robotics and Automation Letters ·Xilun Zhang,Jiang Qing-guo,Peide Huang,Wei Han,Diego Thiers Oliveira Carneiro,Mengdi Xu,Ding Zhao	2025	0
4	Reinforcement Learning in a Safety-Embedded MDP with Trajectory Optimization Fan Yang,Wenxuan Zhou,Zuxin Liu,Ding Zhao,David Held	2024	0
5	Influence of Camera-LiDAR Configuration on 3D Object Detection for Autonomous Driving Ye Li,Melek Özer,Zuxin Liu,Xiaohao Xu,Xiaonan Huang,Ding Zhao	2024	2
6	Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models? Jielin Qiu,Tianyi Lyu,Jiacheng Zhu,Mengdi Xu,Michael Rosenberg,Michal Pochop,Douglas J. Weber,Ding Zhao	2023	7
7	SCCS: Semantics-Consistent Cross-domain Summarization via Optimal Transport Alignment Jielin Qiu,Jiacheng Zhu,Mengdi Xu,Franck Dernoncourt,Trung Bui,Zhaowen Wang,Bo Li,Ding Zhao,Hailin Jin	2023	1
8	Habitat selection and population status of breeding Wood Snipe Gallinago nemoricola in an alpine meadow in Sichuan, China Bird Conservation International ·Mufti Ginanjar,Takahito Fukuda,Ke Huang,He‐Bo Peng,Changlin Li,Ding Zhao,C. Rongkavilit,Yong Wu,Peng Liu,Peng Chen,Rong Hou,Richard A. Fuller,Fangyuan Hua,Pinjia Que	2023	1
9	Overconservativeness of Variance-Based Efficiency Criteria and Probabilistic Efficiency in Rare-Event Simulation Management Science ·Arturo García-López,Zhiyuan Huang,Henry Lam,Ding Zhao	2023	2
10	A Survey on Safety-Critical Driving Scenario Generation—A Methodological Perspectivebreakdown → IEEE Transactions on Intelligent Transportation Systems ·Wenhao Ding,Chejian Xu,Mansur Arief,N. SHANENAWA,Bo Li,Ding Zhao	2023	119
11	Certifiable Evaluation for Autonomous Vehicle Perception Systems using Deep Importance Sampling (Deep IS) 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC) ·Mansur Arief,A.N. Shibanov,Zhenyuan Liu,Zhiyuan Huang,Бо Ли,Henry Lam,Ding Zhao	2022	2
12	Rare-event Simulation for Neural Network and Random Forest Predictors ACM Transactions on Modeling and Computer Simulation ·Arturo García-López,Zhiyuan Huang,Henry Lam,Ding Zhao	2022	19
13	Dynamic Sparsity Neural Networks for Automatic Speech Recognition Zhaofeng Wu,Ding Zhao,Qiao Liang,Jiahui Yu,Anmol Gulati,Ruoming Pang	2021	18
14	MAPPER: Multi-Agent Path Planning with Evolutionary Reinforcement Learning in Mixed Dynamic Environments Zuxin Liu,Baiming Chen,Hongyi Zhou,Gandla Mahalinga,Martial Hebert,Ding Zhao	2020	68
15	Mean Shift Tracking Based on Fuzzy Background Weighting R. A. Keyes,Andrea Misiti,Ding Zhao	2019	1
16	Deep Context: End-to-end Contextual Speech Recognition Golan Pundak,Tara N. Sainath,Rohit Prabhavalkar,Anjuli Kannan,Ding Zhao	2018	95
17	An Accelerated Approach to Safely and Efficiently Test Pre-Production Autonomous Vehicles on Public Streets Mansur Arief,Peter W. Glynn,Ding Zhao	2018	11
18	Multi-Vehicle Trajectories Generation for Vehicle-to-Vehicle Encounters. arXiv (Cornell University) ·Wenhao Ding,Wenshuo Wang,Ding Zhao	2018	4
19	Rare-event simulation without structural information: a learning-based approach Winter Simulation Conference ·Zhiyuan Huang,Henry Lam,Ding Zhao	2018	3
20	Sequential experimentation to efficiently test automated vehicles arXiv (Cornell University) ·Zhiyuan Huang,Henry Lam,Ding Zhao	2017	4

About Ding Zhao

Ding Zhao is a scholar working on Automotive Engineering, Safety, Risk, Reliability and Quality, Control and Systems Engineering, Artificial Intelligence and Management Science and Operations Research, having authored 141 papers that have together received 3.1k indexed citations. Recurring topics across this work include Autonomous Vehicle Technology and Safety (38 papers), Traffic control and management (24 papers), Traffic and Road Safety (13 papers), Traffic Prediction and Management Techniques (10 papers), Adversarial Robustness in Machine Learning (9 papers), Reinforcement Learning in Robotics (9 papers), Human-Automation Interaction and Safety (7 papers) and Probability and Risk Models (7 papers). The work is most often cited by research in Automotive Engineering (1.5k citations), Safety, Risk, Reliability and Quality (459 citations), Software (173 citations), Signal Processing (402 citations) and Control and Systems Engineering (789 citations). Ding Zhao has collaborated with scholars based in United States, China and Hong Kong. Frequent co-authors include Wenshuo Wang, Huei Peng, Henry Lam, David J. LeBlanc, Wenhao Ding, Junqiang Xi, Zhiyuan Huang, Baiming Chen, Kazutoshi Nobukawa and Tara N. Sainath. Their work appears in journals such as IEEE Transactions on Intelligent Transportation Systems, IEEE Robotics and Automation Letters, IEEE Access, Journal of Cleaner Production and IEEE Transactions on Intelligent Vehicles.

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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