Aijun Zhang - RankMe

53 papers C 4Misc 3Journal 44Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A multiple-strain pathogen model with diffusion on the space of Radon measures. Commun. Nonlinear Sci. Numer. Simul. Azmy S. Ackleh, Nicolas Saintier, Aijun Zhang
2025	J	`jnl`	Stable Subsampling under Model Misspecification and Covariate Shift. ACM Trans. Knowl. Discov. Data Jinjing Yang, Shaohua Xu, Zebin Yang, Aijun Zhang, Yong-Dao Zhou
2024	J	`jnl`	A Sequential Stein's Method for Faster Training of Additive Index Models. IEEE Trans. Neural Networks Learn. Syst. Hengtao Zhang, Zebin Yang, Agus Sudjianto, Aijun Zhang
2024	J	`jnl`	DSISA: A New Neural Machine Translation Combining Dependency Weight and Neighbors. ACM Trans. Asian Low Resour. Lang. Inf. Process. Lingfang Li, Aijun Zhang, Ming-xing Luo
2024	J	`jnl`	Efficient Model-Free Subsampling Method for Massive Data. Technometrics Zheng Zhou, Zebin Yang, Aijun Zhang, Yong-Dao Zhou
2024	J	`jnl`	Human-Calibrated Automated Testing and Validation of Generative Language Models. CoRR Agus Sudjianto, Aijun Zhang, Srinivas Neppalli, Tarun Joshi, Michal Malohlava
2024	J	`jnl`	Inherently Interpretable Tree Ensemble Learning. CoRR Zebin Yang, Agus Sudjianto, Xiaoming Li, Aijun Zhang
2024	J	`jnl`	Less Discriminatory Alternative and Interpretable XGBoost Framework for Binary Classification. CoRR Andrew C. Pangia, Agus Sudjianto, Aijun Zhang, Taufiquar Khan
2024	J	`jnl`	Model Validation Practice in Banking: A Structured Approach. CoRR Agus Sudjianto, Aijun Zhang
2024	J	`jnl`	Model-Free Subsampling Method Based on Uniform Designs. IEEE Trans. Knowl. Data Eng. Mei Zhang, Yong-Dao Zhou, Zheng Zhou, Aijun Zhang
2024	J	`jnl`	Road-MobileSeg: Lightweight and Accurate Road Extraction Model from Remote Sensing Images for Mobile Devices. Sensors Guangjun Qu, Yue Wu, Zhihong Lv, Dequan Zhao, Yingpeng Lu, Kefa Zhou, Jiakui Tang, Qing Zhang, Aijun Zhang
2023	J	`jnl`	Enhancing Robustness of Gradient-Boosted Decision Trees through One-Hot Encoding and Regularization. CoRR Shijie Cui, Agus Sudjianto, Aijun Zhang, Runze Li
2023	J	`jnl`	Interpretable Machine Learning based on Functional ANOVA Framework: Algorithms and Comparisons. CoRR Linwei Hu, Vijayan N. Nair, Agus Sudjianto, Aijun Zhang, Jie Chen
2023	J	`jnl`	Quantifying effect of maize tassels on LAI estimation based on multispectral imagery and machine learning methods. Comput. Electron. Agric. Mingchao Shao, Chenwei Nie, Aijun Zhang, Liangsheng Shi, Yuanyuan Zha, Honggen Xu, Hongye Yang, Xun Yu, Yi Bai, Shuaibing Liu, Minghan Cheng, Tao Lin, Ningbo Cui, Wenbin Wu, Xiuliang Jin
2023	J	`jnl`	Saliency Transfer Learning and Central-Cropping Network for Prostate Cancer Classification. Neural Process. Lett. Guokai Zhang, Mengpei Jia, Lin Gao, Jihao Luo, Aijun Zhang, Yongyong Chen, Peipei Shan, Binghui Zhao
2023	J	`jnl`	Single-Index Model Tree. IEEE Trans. Knowl. Data Eng. Agus Sudjianto, Zebin Yang, Aijun Zhang
2023	J	`jnl`	ℓ INFORMS J. Comput. Canhong Wen, Xueqin Wang, Aijun Zhang
2022	J	`jnl`	Application of a Complex Network Modeling Approach to Explore the Material Basis and Mechanisms of Traditional Chinese Medicine: A Case Study of Xuefu Zhuyu Decoction for the Treatment of Two Types of Angina Pectoris. IEEE Access Guanpeng Qi, Aijun Zhang, Ze Xu, Zhaohang Li, Wenbo Zeng, Xin Liu, Juman Ma, Xiaosong Zheng, Zuojing Li
2022	J	`jnl`	Balance-Subsampled Stable Prediction Across Unknown Test Data. ACM Trans. Knowl. Discov. Data Kun Kuang, Hengtao Zhang, Runze Wu, Fei Wu, Yueting Zhuang, Aijun Zhang
2021	J	`jnl`	An effective SteinGLM initialization scheme for training multi-layer feedforward sigmoidal neural networks. Neural Networks Zebin Yang, Hengtao Zhang, Agus Sudjianto, Aijun Zhang
2021	J	`jnl`	Designing Inherently Interpretable Machine Learning Models. CoRR Agus Sudjianto, Aijun Zhang
2021	J	`jnl`	Enhancing Explainability of Neural Networks Through Architecture Constraints. IEEE Trans. Neural Networks Learn. Syst. Zebin Yang, Aijun Zhang, Agus Sudjianto
2021	J	`jnl`	GAMI-Net: An explainable neural network based on generalized additive models with structured interactions. Pattern Recognit. Zebin Yang, Aijun Zhang, Agus Sudjianto
2021	J	`jnl`	Hyperparameter Optimization via Sequential Uniform Designs. J. Mach. Learn. Res. Zebin Yang, Aijun Zhang
2021	—	`conf`	Optimal Power Flow Calculation of Power System Based on Vector Distance Immune Algorithm. SPIoT (1) Shichuan Liu, Teng Mu, Aijun Zhang
2021	J	`jnl`	Traversing the Local Polytopes of ReLU Neural Networks: A Unified Approach for Network Verification. CoRR Shaojie Xu, Joel Vaughan, Jie Chen, Aijun Zhang, Agus Sudjianto
2020	J	`jnl`	Adaptive iterative Hessian sketch via A-optimal subsampling. Stat. Comput. Aijun Zhang, Hengtao Zhang, Guosheng Yin
2020	J	`jnl`	An Effective and Efficient Initialization Scheme for Multi-layer Feedforward Neural Networks. CoRR Zebin Yang, Hengtao Zhang, Agus Sudjianto, Aijun Zhang
2020	J	`jnl`	Balance-Subsampled Stable Prediction. CoRR Kun Kuang, Hengtao Zhang, Fei Wu, Yueting Zhuang, Aijun Zhang
2020	J	`jnl`	Explainable Recommendation Systems by Generalized Additive Models with Manifest and Latent Interactions. CoRR Yifeng Guo, Yu Su, Zebin Yang, Aijun Zhang
2020	J	`jnl`	GAMI-Net: An Explainable Neural Network based on Generalized Additive Models with Structured Interactions. CoRR Zebin Yang, Aijun Zhang, Agus Sudjianto
2020	J	`jnl`	Hyperparameter Optimization via Sequential Uniform Designs. CoRR Zebin Yang, Aijun Zhang
2020	J	`jnl`	Unwrapping The Black Box of Deep ReLU Networks: Interpretability, Diagnostics, and Simplification. CoRR Agus Sudjianto, William Knauth, Rahul Singh, Zebin Yang, Aijun Zhang
2019	J	`jnl`	Adaptive Iterative Hessian Sketch via A-Optimal Subsampling. CoRR Aijun Zhang, Hengtao Zhang, Guosheng Yin
2019	J	`jnl`	An Integrated System for Regional Environmental Parameters Business Data Distribution Based on Internet of Things. J. Inf. Hiding Multim. Signal Process. Jinyang Lin, Pingjun Zhang, Aijun Zhang
2019	J	`jnl`	Enhancing Explainability of Neural Networks through Architecture Constraints. CoRR Zebin Yang, Aijun Zhang, Agus Sudjianto
2019	J	`jnl`	Interval-valued data prediction via regularized artificial neural network. Neurocomputing Zebin Yang, Dennis K. J. Lin, Aijun Zhang
2019	J	`jnl`	Mixed-level column augmented uniform designs. J. Complex. Feng Yang, Yong-Dao Zhou, Aijun Zhang
2019	J	`jnl`	Systematic analysis and identification of unexpected interactions from the neuroprotein drug interactome in hydrocephalus pharmacological intervention. J. Bioinform. Comput. Biol. Youming Lu, Lei Yuan, Xin Chen, Aijun Zhang, Pengqi Zhang, Dongdong Zou
2017	J	`jnl`	Systematic identification of the druggable interactions between human protein kinases and naturally occurring compounds in endometriosis. Comput. Biol. Chem. Lai Jiang, Chaoliang Tang, Jie Rao, Qing Xue, Hao Wu, Dabao Wu, Aijun Zhang, Ling Chen, Zhen Shen, Lei Lei
2016	J	`jnl`	An optimized nonlinear grey Bernoulli model and its applications. Neurocomputing Jianshan Lu, Weidong Xie, Hongbo Zhou, Aijun Zhang
2016	J	`jnl`	Exploring canonical correlation analysis with subspace and structured sparsity for web image annotation. Image Vis. Comput. Liang Tao, Horace H. S. Ip, Aijun Zhang, Xin Shu
2015	J	`jnl`	Propagation of Periodic Patterns in a Discrete System with Competing Interactions. SIAM J. Appl. Dyn. Syst. Anna Vainchtein, Erik S. Van Vleck, Aijun Zhang
2010	J	`jnl`	Statistical Methods for Fighting Financial Crimes. Technometrics Agus Sudjianto, Sheela Nair, Ming Yuan, Aijun Zhang, Daniel A. Kern, Fernando Cela-Díaz
2007	J	`jnl`	An effective algorithm for generation of factorial designs with generalized minimum aberration. J. Complex. Kai-Tai Fang, Aijun Zhang, Runze Li
2007	—	`conf`	Anomaly Detection in High-Dimensional Financial Databases. MLMTA Agus Sudjianto, Fernando Cela-Díaz, Aijun Zhang, Ming Yuan
2007	C	`conf`	The earth surface reflectance retrieval by exploiting the synergy of TERRA and AQUA MODIS data. IGARSS Jiakui Tang, Aijun Zhang, Zhengmin He
2004	C	`conf`	A new approach to generate the look-up table for aerosol remote sensing on grid platform. IGARSS Jiakui Tang, Yong Xue, Yanning Guan, Tong Yu, Linxiang Liang, Yincui Hu, Ying Luo, Guoyin Cai, JianQin Wang, Shaobo Zhong, Yanguang Wang, Aijun Zhang
2004	C	`conf`	An experience on buffer analyzing in grid. IGARSS Yincui Hu, Yong Xue, Guoyin Cai, Ying Luo, JianQin Wang, Jiakui Tang, Shaobo Zhong, Yanguang Wang, Xiaosong Sun, Aijun Zhang
2004	Misc	`conf`	Feasibility Study of Geo-spatial Analysis Using Grid Computing. International Conference on Computational Science Yincui Hu, Yong Xue, JianQin Wang, Xiaosong Sun, Guoyin Cai, Jiakui Tang, Ying Luo, Shaobo Zhong, Yanguang Wang, Aijun Zhang
2004	Misc	`conf`	Preliminary Study on Unsupervised Classification of Remotely Sensed Images on the Grid. International Conference on Computational Science JianQin Wang, Xiaosong Sun, Yong Xue, Yincui Hu, Ying Luo, Yanguang Wang, Shaobo Zhong, Aijun Zhang, Jiakui Tang, Guoyin Cai
2004	Misc	`conf`	Reconstruction of 3D Curvilinear Wireframe Model from 2D Orthographic Views. International Conference on Computational Science Aijun Zhang, Yong Xue, Xiaosong Sun, Yincui Hu, Ying Luo, Yanguang Wang, Shaobo Zhong, JianQin Wang, Jiakui Tang, Guoyin Cai
2003	C	`conf`	On Hadamard-Type Output Coding in Multiclass Learning. IDEAL Aijun Zhang, Zhi-Li Wu, Chun Hung Li, Kai-Tai Fang