Jingyi Zhu

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 28

Top Topics

Object Detection

Stochastic Approximation

Efficient Implementation

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Jingyi Zhu, Xiufeng Liu
An integrated intrusion detection framework based on subspace clustering and ensemble learning. Comput. Electr. Eng. 115 (2024)
Cheng Yuan, Jizhou Lai, Pin Lyu, Tao Wang, Jingyi Zhu
Visual Heading-Aided Pedestrian Navigation Method Based on Factor Graph in Indoor Environment. IEEE Trans. Ind. Electron. 71 (1) (2024)
Ioanna Tzialla, Jeffery Wang, Jingyi Zhu, Aurojit Panda, Michael Walfish
Efficient Auditing of Event-driven Web Applications. EuroSys (2024)
Cheng Yuan, Jizhou Lai, Pin Lyu, Rui Liu, Jingyi Zhu
A Real-Time Factor-Graph-Optimized Pedestrian Navigation Method. IEEE Internet Things J. 10 (22) (2023)
Jingyi Zhu
Exploration on Digital Economy Data Processing System under Artificial Intelligence Algorithm. ICAICE (2023)
Jingyi Zhu
Hessian-Aided Random Perturbation (HARP) Using Noisy Zeroth-Order Oracles. IEEE Trans. Neural Networks Learn. Syst. 34 (7) (2023)
An Wen, Yina Yang, Ruqiao Xu, Jingyi Zhu, Qiang Wang
Sampled Feature Replay and Multilayer Knowledge Distillation for Class-Incremental learning. ICCAI (2023)
Sheng-Hsiung Chiu, Jingyi Zhu, Chang Cai, Tzu-Yu Lin
Innovative economic performance evaluation for semiconductor industry in China using a multi-stage DNSBM approach. MSIE (2022)
Kuanming Yao, Jingkun Zhou, Qingyun Huang, Mengge Wu, Chun Ki Yiu, Jian Li, Xingcan Huang, Dengfeng Li, Jingyou Su, Senlin Hou, Yiming Liu, Ya Huang, Ziyan Tian, Jiyu Li, Hu Li, Rui Shi, Binbin Zhang, Jingyi Zhu, Tsz Hung Wong, Huiling Jia, Zhan Gao, Yuyu Gao, Yu Zhou, Wooyoung Park, Enming Song, Mengdi Han, Haixia Zhang, Junsheng Yu, Lidai Wang, Wen Jung Li, Xinge Yu
Encoding of tactile information in hand via skin-integrated wireless haptic interface. Nat. Mac. Intell. 4 (10) (2022)
Jingyi Zhu
Hessian-Aided Random Perturbation (HARP) Using Noisy Zeroth-Order Queries. MSML (2021)
Long Wang, Jingyi Zhu, James C. Spall
Model-Free Optimal Control using SPSA with Complex Variables. CISS (2021)
Mohammadreza Amjadian, Seyed Masood Mostafavi, Jiangbo Chen, Zahra Kavehvash, Jingyi Zhu, Lidai Wang
Super-Resolution Photoacoustic Microscopy Using Structured-Illumination. IEEE Trans. Medical Imaging 40 (9) (2021)
Jingyi Zhu
Hessian Estimation via Stein's Identity in Black-Box Problems. MSML (2021)
Jingyi Zhu, Chao Liu, Yan Liu, Jiangbo Chen, Yachao Zhang, Kuanming Yao, Lidai Wang
Self-Fluence-Compensated Functional Photoacoustic Microscopy. IEEE Trans. Medical Imaging 40 (12) (2021)
Jingyi Zhu, Long Wang, James C. Spall
Efficient Implementation of Second-Order Stochastic Approximation Algorithms in High-Dimensional Problems. IEEE Trans. Neural Networks Learn. Syst. 31 (8) (2020)
Lin Zhang, Shutao Chen, Jingyi Zhu, Jia Meng, Hui Liu
REW-ISA: unveiling local functional blocks in epi-transcriptome profiling data via an RNA expression-weighted iterative signature algorithm. BMC Bioinform. 21 (1) (2020)
Lu Han, Jingyi Zhu, Xia Fan, Chong Zhang, Kang Tu, Jing Peng, Jiahong Wang, Leiqing Pan
Rapid Non-Destructive Quantification of Eugenol in Curdlan Biofilms by Electronic Nose Combined with Gas Chromatography-Mass Spectrometry. Sensors 20 (16) (2020)
Mohammad Nazmus Sadat, Rui Dai, Lingchao Kong, Jingyi Zhu
QoE-Aware Multi-Source Video Streaming in Content Centric Networks. IEEE Trans. Multim. 22 (9) (2020)
Lingchao Kong, Ademola Ayodeji Ikusan, Rui Dai, Jingyi Zhu
Blind Image Quality Prediction for Object Detection. MIPR (2019)
Jingyi Zhu, Long Wang, James C. Spall
Efficient Implementation of Second-Order Stochastic Approximation Algorithms in High-Dimensional Problems. CoRR (2019)
Adam Blakney, Jingyi Zhu
A Comparison of the Finite Difference and Simultaneous Perturbation Gradient Estimation Methods with Noisy Function Evaluations. CISS (2019)
Lingchao Kong, Ademola Ayodeji Ikusan, Rui Dai, Jingyi Zhu, Dara Ros
A No-Reference Image Quality Model for Object Detection on Embedded Cameras. Int. J. Multim. Data Eng. Manag. 10 (1) (2019)
Kyle R. Steffen, Yekaterina Epshteyn, Jingyi Zhu, Megan J. Bowler, Jody W. Deming, Kenneth M. Golden
Network Modeling of Fluid Transport Through Sea Ice with Entrained Exopolymeric Substances. Multiscale Model. Simul. 16 (1) (2018)
Jingyi Zhu, James C. Spall
Probabilistic Bounds in Tracking a Discrete-Time Varying Process. CDC (2018)
Long Wang, Jingyi Zhu, James C. Spall
Mixed Simultaneous Perturbation Stochastic Approximation for Gradient-Free Optimization with Noisy Measurements. ACC (2018)
Lingchao Kong, Jingyi Zhu, Rui Dai, Mohammad Nazmus Sadat
Impact of Distributed Caching on Video Streaming Quality in Information Centric Networks. ISM (2017)
Pushpendre Rastogi, Jingyi Zhu, James C. Spall
Efficient implementation of enhanced adaptive simultaneous perturbation algorithms. CISS (2016)
Jingyi Zhu, James C. Spall
Tracking capability of stochastic gradient algorithm with constant gain. CDC (2016)
Jingyi Zhu, James C. Spall
Error bound analysis of the least-mean-squares algorithm in linear models. CISS (2015)