Zi-Yuan Zhong

Most-cited papers

Guided Conditional Diffusion for Controllable Traffic Simulation
Zi-Yuan Zhong, Davis Rempe, Danfei Xu, Yuxiao Chen +4 more
2022IEEE International Conference on Robotics and Automation304 citations Open access
Semantic Scholar
Metric Learning for Adversarial Robustness
Chengzhi Mao, Zi-Yuan Zhong, Jun-Feng Yang, Carl Vondrick +1 more
2019Neural Information Processing Systems210 citations
Semantic Scholar
Language-Guided Traffic Simulation via Scene-Level Diffusion
Zi-Yuan Zhong, Davis Rempe, Yuxiao Chen, B. Ivanovic +4 more
2023Conference on Robot Learning180 citations Open access
Semantic Scholar
Neural Network Guided Evolutionary Fuzzing for Finding Traffic Violations of Autonomous Vehicles
Zi-Yuan Zhong, Gail E Kaiser, Baishakhi Ray
2021IEEE Transactions on Software Engineering133 citations Open access
Semantic Scholar
A Survey on Scenario-Based Testing for Automated Driving Systems in High-Fidelity Simulation
Zi-Yuan Zhong, Yun Tang, Yuan Zhou, V. Neves +2 more
2021arXiv.org122 citations
Semantic Scholar
PhasePack: A phase retrieval library
Rohan Chandra, Zi-Yuan Zhong, Justin Hontz, Val McCulloch +2 more
2017Asilomar Conference on Signals, Systems and Computers87 citations Open access
Semantic Scholar
Noise-tolerant fair classification
A. Lamy, Zi-Yuan Zhong, A. Menon, Nakul Verma
2019Neural Information Processing Systems84 citations
Semantic Scholar
Testing DNN Image Classifiers for Confusion & Bias Errors
Yuchi Tian, Zi-Yuan Zhong, Vicente Ordonez, Gail E Kaiser +1 more
2019International Conference on Software Engineering58 citations Open access
Semantic Scholar
Trajectory-LLM: A Language-based Data Generator for Trajectory Prediction in Autonomous Driving
Kairui Yang, Zihao Guo, G. Lin, Hao-Tian Dong +10 more
2025International Conference on Learning Representations43 citations
Semantic Scholar
Detecting multi-sensor fusion errors in advanced driver-assistance systems
Zi-Yuan Zhong, Zhi-Sheng Hu, Shengjian Guo, Xinyang Zhang +2 more
2021International Symposium on Software Testing and Analysis35 citations Open access
Semantic Scholar
Understanding Local Robustness of Deep Neural Networks under Natural Variations
Zi-Yuan Zhong, Tian Yuchi, Baishakhi Ray
2021Fundamental Approaches to Software Engineering26 citations Open access
Semantic Scholar
Automatic Map Generation for Autonomous Driving System Testing
Yun Tang, Yuan Zhou, Kairui Yang, Zi-Yuan Zhong +4 more
2022arXiv.org9 citations Open access
Semantic Scholar
Insights and implications for transcriptomic analysis of heat stress-induced intestinal inflammation in pigs
Zhichao Yu, Yan-Hong Yong, Xiaoxi Liu, Xing-Bin Ma +5 more
2024BMC Genomics8 citations Open access
Semantic Scholar
CAMEO: A Causal Transfer Learning Approach for Performance Optimization of Configurable Computer Systems
Md Shahriar Iqbal, Zi-Yuan Zhong, Iftakhar Ahmad, Baishakhi Ray +1 more
2023ACM Symposium on Cloud Computing8 citations Open access
Semantic Scholar
Detecting Safety Problems of Multi-Sensor Fusion in Autonomous Driving
Zi-Yuan Zhong, Zhi-Sheng Hu, Shengjian Guo, Xinyang Zhang +2 more
2021arXiv.org6 citations
Semantic Scholar
Testing Deep Neural Network based Image Classifiers
Yuchi Tian, Zi-Yuan Zhong, Vicente Ordonez, Baishakhi Ray
2019arXiv.org5 citations
Semantic Scholar
PhasePack User Guide
Rohan Chandra, Zi-Yuan Zhong, Justin Hontz, Val McCulloch +2 more
2017arXiv.org2 citations
Semantic Scholar
Nearly 4 in. Single-Oriented WSe2 Films on Si via In Situ Selenization for Self-Powered, Ultrabroadband Photodetection
Mei-Hua Yang, Yong-Kang Ge, Shao-Qiu Ke, Jin-Hong Fang +5 more
2026Surfaces and Interfaces1 citations
Semantic Scholar
Understanding Spatial Robustness of Deep Neural Networks
Zi-Yuan Zhong, Yuchi Tian, Baishakhi Ray
2020arXiv.org1 citations
Semantic Scholar
Al2O3-enabled in-situ selenization of WSe2 on Ge toward broadband, self-powered photodetectors for optical communication
Mei-Hua Yang, Yong-Kang Ge, Jin-Hong Fang, Zi-Yuan Zhong +5 more
2026Optical materials (Amsterdam)0 citations
Semantic Scholar
Defect-Engineered ITO/WSe2/W/Si Heterojunction for Broadband Photodetection and Waveform-Encoded Optical Communication.
Mei-Hua Yang, Yong-Kang Ge, Jin-Hong Fang, Zi-Yuan Zhong +5 more
2026ACS Applied Materials and Interfaces0 citations
Semantic Scholar
Novel bimodal response in self-powered Ge photodetectors enables waveform-encrypted physical-layer security communication
Yong-Kang Ge, Zhi-Wei Huang, Mei-Hua Yang, Jin-Hong Fang +5 more
2026Optics & Laser Technology0 citations Open access
Semantic Scholar
The volatilization of organic matter in the sintering process of gold alloy paste
Lulu Li, Zhen Zhang, Zi-Yuan Zhong, You Xu +2 more
2025Journal of Thermal Analysis and Calorimetry0 citations
Semantic Scholar
Dynamic Classification: Leveraging Self-Supervised Classification to Enhance Prediction Performance
Zi-Yuan Zhong, Jun-Yang Zhou
2025IEEE Access0 citations Open access
Semantic Scholar
The Exploration and Practical Analysis of Pathways for Enhancing College Students’ Job Search Self-efficacy
Zi-Yuan Zhong
2025Psychology of China0 citations Open access
Semantic Scholar
Simulation Based Testing for Autonomous Driving Systems
Zi-Yuan Zhong
20240 citations
Semantic Scholar
Repairing Group-Level Errors for DNNs Using Weighted Regularization
Zi-Yuan Zhong, Yuchi Tian, C. J. Sweeney, Vicente Ordonez +1 more
2022arXiv.org0 citations Open access
Semantic Scholar
Testing DNN Image Classifiers for Confusion & Bias Errors
Yuchi Tian, Zi-Yuan Zhong, Vicente Ordonez, Gail E Kaiser +1 more
20192020 IEEE/ACM 42nd International Conference on Software Engineering: Companion Proceedings (ICSE-Companion)0 citations
Semantic Scholar
Lecture 8 – t-Distributed Stochastic Neighbor Embedding
Zi-Yuan Zhong, Nakul Verma
20180 citations
Semantic Scholar