Edge-assisted U-shaped split federated learning with privacy-preserving for Internet of Things. - Zhang, Shiqiang; Zhao, Zihang; Liu, Detian; Cao, Yang; Tang, Hengliang; You, Siqing (Expert Syst. Appl., 2025)

Augmenting optimization-based molecular design with graph neural networks. - Zhang, Shiqiang; Campos, Juan S.; Feldmann, Christian; Sandfort, Frederik; Mathea, Miriam; Misener, Ruth (Comput. Chem. Eng., 2024)

Enhancing trust and security in IoT computing offloading through game theory and blockchain-based control strategy. - Cao, Dongzhi; Liang, Peng; Wu, Tongjuan; Zhang, Shiqiang; Zhou, Li (Concurr. Comput. Pract. Exp., 2024)

T-FedHA: A Trusted Hierarchical Asynchronous Federated Learning Framework for Internet of Things. - Cao, Yang; Liu, Detian; Zhang, Shiqiang; Wu, Tongjuan; Xue, Fei; Tang, Hengliang (Expert Syst. Appl., 2024)

Dependence in constrained Bayesian optimization. - Zhang, Shiqiang; Lee, Robert M.; Shafei, Behrang; Walz, David; Misener, Ruth (Optim. Lett., 2024)

Snow Cover Extraction from Landsat 8 OLI Based on Deep Learning with Cross-Scale Edge-Aware and Attention Mechanism. - Yu, Zehao; Gong, Hanying; Zhang, Shiqiang; Wang, Wei (Remote. Sens., 2024)

Detection of Wet Snow by Weakly Supervised Deep Learning Change Detection Algorithm with Sentinel-1 Data. - Gong, Hanying; Yu, Zehao; Zhang, Shiqiang; Zhou, Gang (Remote. Sens., 2024)

A blockchain-based provably secure anonymous authentication for edge computing-enabled IoT. - Zhang, Shiqiang; Cao, Dongzhi (J. Supercomput., 2024)

Task Scheduling Strategy of Logistics Cloud Robot Based on Edge Computing. - Tang, Hengliang; Jiao, Rongxin; Xue, Fei; Cao, Yang; Yang, Yongli; Zhang, Shiqiang (Wirel. Pers. Commun., 2024)

Verifying message-passing neural networks via topology-based bounds tightening. - Hojny, Christopher; Zhang, Shiqiang; Campos, Juan S.; Misener, Ruth (2024)

pFedBEA: Combatting Data Heterogeneity for Personalized Federated Learning by Body Exchange and Aggregation Abandon. - He, Jianyu; Liu, Detian; Zhang, Shiqiang; Ge, Shujie; Cao, Yang; Tang, Hengliang (2024)

FedAMKD: Adaptive Mutual Knowledge Distillation Federated Learning Approach for Data Quantity-Skewed Heterogeneity. - Ge, Shujie; Liu, Detian; Yang, Yongli; He, Jianyu; Zhang, Shiqiang; Cao, Yang (2024)

Verifying message-passing neural networks via topology-based bounds tightening. - Hojny, Christopher; Zhang, Shiqiang; Campos, Juan S.; Misener, Ruth (CoRR, 2024)

Global Optimization of Gaussian Process Acquisition Functions Using a Piecewise-Linear Kernel Approximation. - Xie, Yilin; Zhang, Shiqiang; Paulson, Joel A.; Tsay, Calvin (CoRR, 2024)

Limeade: Let integer molecular encoding aid. - Zhang, Shiqiang; Feldmann, Christian; Sandfort, Frederik; Mathea, Miriam; Campos, Juan S.; Misener, Ruth (CoRR, 2024)

Stability-based On-demand Multi-path Distance Vector Protocol for Edge Internet of Things. - Cao, Dongzhi; Liang, Peng; Wu, Tongjuan; Zhang, Shiqiang; Ning, Zhenhu (KSII Trans. Internet Inf. Syst., 2023)

Attributing Evapotranspiration Changes with an Extended Budyko Framework Considering Glacier Changes in a Cryospheric-Dominated Watershed. - Chang, Yaping; Ding, Yongjian; Zhao, Qiudong; Zhang, Shiqiang (Remote. Sens., 2023)

The Spatio-Temporal Changes of Small Lakes of the Qilian Mountains from 1987 to 2020 and Their Driving Mechanisms. - Li, Chao; Zhang, Shiqiang; Chen, Rensheng; Zhang, Dahong; Zhou, Gang; Li, Wen; Rao, Tianxing (Remote. Sens., 2023)

Emerging Signal of Englacial Debris on One Clean Surface Glacier Based on High Spatial Resolution Remote Sensing Data in Northeastern Tibetan Plateau. - Wu, Yuwei; Zhang, Wei; Zhang, Shiqiang; Mao, Zhonglei; Chen, Anan; Li, Zhen; Zhang, Quan; Guo, Zhongming; Jiang, Xi; Long, Yongqing (Remote. Sens., 2023)

Fabrication and Performance of a Ta2O5 Thin Film pH Sensor Manufactured Using MEMS Processes. - Guo, Yuzhen; Zhang, Zengxing; Yao, Bin; Chai, Jin; Zhang, Shiqiang; Liu, Jianwei; Zhao, Zhou; Xue, Chenyang (Sensors, 2023)

Optimizing over trained GNNs via symmetry breaking. - Zhang, Shiqiang; Campos, Juan S.; Feldmann, Christian; Walz, David; Sandfort, Frederik; Mathea, Miriam; Tsay, Calvin; Misener, Ruth (2023)

Edge-assisted U-Shaped Split Federated Learning with Privacy-preserving for Internet of Things. - Tang, Hengliang; Zhao, Zihang; Liu, Detian; Cao, Yang; Zhang, Shiqiang; You, Siqing (CoRR, 2023)

Practical Path-based Bayesian Optimization. - Folch, Jose Pablo; Odgers, James; Zhang, Shiqiang; Lee, Robert M.; Shafei, Behrang; Walz, David; Tsay, Calvin; Wilk, Mark van der; Misener, Ruth (CoRR, 2023)

Augmenting optimization-based molecular design with graph neural networks. - Zhang, Shiqiang; Campos, Juan S.; Feldmann, Christian; Sandfort, Frederik; Mathea, Miriam; Misener, Ruth (CoRR, 2023)

A decentralized and reliable trust measurement for edge computing enabled Internet of Things. - Zhang, Shiqiang; Cao, Dongzhi; Ning, Zhenhu (Concurr. Comput. Pract. Exp., 2022)

Determining the edge metric dimension of the generalized Petersen graph P(n, 3). - Wang, David G. L.; Wang, Monica M. Y.; Zhang, Shiqiang (J. Comb. Optim., 2022)

Improved Vegetation Ecological Quality of the Three-North Shelterbelt Project Region of China during 2000-2020 as Evidenced from Multiple Remotely Sensed Indicators. - Li, Chao; Zhang, Shiqiang; Cui, Manyi; Wan, Junhong; Rao, Tianxing; Li, Wen; Wang, Xin (Remote. Sens., 2022)

Fusing Landsat-8, Sentinel-1, and Sentinel-2 Data for River Water Mapping Using Multidimensional Weighted Fusion Method. - Liu, Qihang; Zhang, Shiqiang; Wang, Ninglian; Ming, Yisen; Huang, Chang (IEEE Trans. Geosci. Remote. Sens., 2022)

SnAKe: Bayesian Optimization with Pathwise Exploration. - Folch, Jose Pablo; Zhang, Shiqiang; Lee, Robert M.; Shafei, Behrang; Walz, David; Tsay, Calvin; Wilk, Mark van der; Misener, Ruth (2022)

SnAKe: Bayesian Optimization with Pathwise Exploration. - Folch, Jose Pablo; Zhang, Shiqiang; Lee, Robert M.; Shafei, Behrang; Walz, David; Tsay, Calvin; Wilk, Mark van der; Misener, Ruth (CoRR, 2022)

The Bayesian Inference of Pareto Models Based on Information Geometry. - Sun, Fupeng; Cao, Yueqi; Zhang, Shiqiang; Sun, Huafei (Entropy, 2021)

Geometric Characteristics of the Wasserstein Metric on SPD(n) and Its Applications on Data Processing. - Luo, Yihao; Zhang, Shiqiang; Cao, Yueqi; Sun, Huafei (Entropy, 2021)

A research framework for constructing the knowledge database of public security information. - Zhong, Han; Zhang, Shiqiang; Liu, Jianli (Int. J. Wirel. Mob. Comput., 2021)

Efficient Weingarten map and curvature estimation on manifolds. - Cao, Yueqi; Li, Didong; Sun, Huafei; Assadi, Amir H.; Zhang, Shiqiang (Mach. Learn., 2021)

An Effective Data Balancing Strategy Based on Swarm Intelligence Algorithm for Malicious Code Detection and Classification. - Cao, Dongzhi; Ning, Zhenhu; Zhang, Shiqiang; Liu, Jianli (2021)

Compressed Sensing Spare Reconstruction Optimization based on the NNIA. - Zhang, Jiangjiang; Ning, Zhenhu; Zhang, Shiqiang; Liu, Yinggang; Ma, Yanbo (2021)

Efficient Verification of N-GHZ State in Quantum Wireless Network Communication. - Yang, Yongli; Ning, Zhenhu; Zhang, Shiqiang; Cao, Dongzhi (2021)

Rigid Shape Registration Based on Extended Hamiltonian Learning. - Yi, Jin; Zhang, Shiqiang; Cao, Yueqi; Zhang, Erchuan; Sun, Huafei (Entropy, 2020)

A Heterogeneous IoT Node Authentication Scheme Based on Hybrid Blockchain and Trust Value. - Zhang, Shiqiang; Cao, Yang; Ning, Zhenhu; Xue, Fei; Cao, Dongzhi; Yang, Yongli (KSII Trans. Internet Inf. Syst., 2020)

A Comprehensive Evaluation of 4-Parameter Diurnal Temperature Cycle Models with In Situ and MODIS LST over Alpine Meadows in the Tibetan Plateau. - Chang, Yaping; Ding, Yongjian; Zhao, Qiudong; Zhang, Shiqiang (Remote. Sens., 2020)

Probabilistic River Water Mapping from Landsat-8 Using the Support Vector Machine Method. - Liu, Qihang; Huang, Chang; Shi, Zhuolin; Zhang, Shiqiang (Remote. Sens., 2020)

A Hybrid BlockChain-Based Identity Authentication Scheme for Multi-WSN. - Cui, Zhihua; Xue, Fei; Zhang, Shiqiang; Cai, Xingjuan; Cao, Yang; Zhang, Wensheng; Chen, Jinjun (IEEE Trans. Serv. Comput., 2020)

BED: A Block-Level Deduplication-Based Container Deployment Framework. - Zhang, Shiqiang; Wu, Song; Fan, Hao; Zou, Deqing; Jin, Hai (2020)

Study on Individual Behavior of Dairy Cows Based on Activity Data and Clustering. - Hou, Shuai; Cheng, Xiaodong; Shi, Lei; Zhang, Shiqiang (2020)

Integrating Water Observation from Space Product and Time-Series Flow Data for Modeling Spatio-Temporal Flood Inundation Dynamics. - Huang, Chang; Chen, Yun; Zhang, Shiqiang; Li, Linyi; Shui, Junfeng; Liu, Qihang (Remote. Sens., 2019)

Facial Expression Recognition Based on Subregion Weighted Fusion and LDA. - Lin, Hui; Wang, Yan; Wang, Zhenzhen; Sun, Mengli; Zhang, Shiqiang; Shi, Xiaofei; Liu, Xiaokai (2019)

Mapping Spatio-Temporal Dynamics of Rainstorms in Recent 20 Years of China Using TRMM Data. - Huang, Chang; Zhang, Shiqiang; Wang, Zucheng (2019)

Efficient Curvature Estimation for Oriented Point Clouds. - Cao, Yueqi; Li, Didong; Sun, Huafei; Assadi, Amir H.; Zhang, Shiqiang (CoRR, 2019)

The trusted virtual machine cluster construction method based on particle wave equation. - Qi, Fazhi; Sun, Zhihui; Zhang, Shiqiang (Int. J. Wirel. Mob. Comput., 2018)

Effective Clone Detection Model Based on Compressed Sensing in Clustered WSNs. - Zhang, Shiqiang; Ning, Zhenhu; Cao, Yang (2018)

JRA2: Joint Optimization of Resource Allocation and Rate Adaptation for DASH Services. - Song, Tongyu; Wang, Sheng; Ren, Jing; Zhang, Shiqiang (2018)

The effect of vehicle route uncertainty in green roadside communication. - Nikookaran, Naby; Todd, Terence D.; Zhang, Shiqiang; Karakostas, George (2018)

A Comparison of Terrain Indices toward Their Ability in Assisting Surface Water Mapping from Sentinel-1 Data. - Huang, Chang; Nguyen, Duy Ba; Zhang, Shiqiang; Cao, Senmao; Wagner, Wolfgang (ISPRS Int. J. Geo Inf., 2017)

Temporal Evolution of Regional Drought Detected from GRACE TWSA and CCI SM in Yunnan Province, China. - Ma, Siyu; Wu, Qianxin; Wang, Jie; Zhang, Shiqiang (Remote. Sens., 2017)

Surface Water Mapping from Suomi NPP-VIIRS Imagery at 30 m Resolution via Blending with Landsat Data. - Huang, Chang; Chen, Yun; Zhang, Shiqiang; Li, Linyi; Shi, Kaifang; Liu, Rui (Remote. Sens., 2016)

Spatial Downscaling of Satellite Soil Moisture Data Using a Vegetation Temperature Condition Index. - Peng, Jian; Loew, Alexander; Zhang, Shiqiang; Wang, Jie; Niesel, Jonathan (IEEE Trans. Geosci. Remote. Sens., 2016)

Surface water change detection using change vector analysis. - Huang, Chang; Zan, Xiaoyu; Yang, Xuewen; Zhang, Shiqiang (2016)

Evaluation of Satellite and Reanalysis Soil Moisture Products over Southwest China Using Ground-Based Measurements. - Peng, Jian; Niesel, Jonathan; Loew, Alexander; Zhang, Shiqiang; Wang, Jie (Remote. Sens., 2015)

A Technique for Realizing Primitive Graphic Intellectualization in Industrial Control Graphics Configuration. - Luo, Yaling; Zhang, Shiqiang; Deng, Ren (2012)

Exploring effects of rainfall intensity on soil erosion at the catchment scale using modified semmed model at the Zuli River Basin, western of loess Plateau, China. - Zhang, Xiaowen; Zhang, Shiqiang (2012)

Current situation and trends of industrial control configuration software. - Luo, Yaling; Zhang, Shiqiang (2011)

Evaluation of Glacier Runoff in Tailan Basin by Monthly Degree-day Model. - Zhang, Shiqiang; Zhang, Xiaowen (2009)

An Improved Method for Mapping Debris-covered Glaciers with Satellite Multispectral Image Data and Digital Elevation Model. - Zhang, Xiaowen; Zhang, Shiqiang (2009)

Comparing hydrological characters of ungauged area via RS, GIS and observation. - Zhang, Shiqiang; Ding, Yongjian; Liu, Shiyin; Zhang, Xiaowen (2005)

Estimation potential consequences of climate change for water resource via RS, GIS and hydrology model. - Zhang, Shiqiang; Ding, Yongjian; Liu, Shiyin; Zhang, Xiaowen; Cai, Dihua (2004)