Qianru Zhang

According to our database, Qianru Zhang authored at least 37 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Graph Masked Autoencoder for Spatio-Temporal Graph Learning.

Qianru Zhang, Haixin Wang, Siu-Ming Yiu, Hongzhi Yin

CoRR, 2024

TUBench: Benchmarking Large Vision-Language Models on Trustworthiness with Unanswerable Questions.

Xingwei He, Qianru Zhang, A-Long Jin, Yuan Yuan, Siu-Ming Yiu

CoRR, 2024

A Survey on Point-of-Interest Recommendation: Models, Architectures, and Security.

Qianru Zhang, Peng Yang, Junliang Yu, Haixin Wang, Xingwei He, Siu-Ming Yiu, Hongzhi Yin

CoRR, 2024

Billiards Sports Analytics: Datasets and Tasks.

Qianru Zhang, Zheng Wang, Cheng Long, Siu-Ming Yiu

CoRR, 2024

A Survey of Generative Techniques for Spatial-Temporal Data Mining.

Qianru Zhang, Haixin Wang, Cheng Long, Liangcai Su, Xingwei He, Jianlong Chang, Tailin Wu, Hongzhi Yin, Siu-Ming Yiu, Qi Tian, Christian S. Jensen

CoRR, 2024

Graph Augmentation for Recommendation.

Qianru Zhang, Lianghao Xia, Xuheng Cai, Siu-Ming Yiu, Chao Huang, Christian S. Jensen

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Improving Factual Error Correction by Learning to Inject Factual Errors.

Xingwei He, Qianru Zhang, A-Long Jin, Jun Ma, Yuan Yuan, Siu Ming Yiu

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Detecting Anomalous Solder Joints in Multi-sliced PCB X-ray Images: A Deep Learning Based Approach.

Hirunima Jayasekara, Qianru Zhang, Chau Yuen, Meng Zhang, Chia-wei Woo, Jenny Chen Ni Low

SN Comput. Sci., May, 2023

RDA: An Accelerated Collision Free Motion Planner for Autonomous Navigation in Cluttered Environments.

Ruihua Han, Shuai Wang, Shuaijun Wang, Zeqing Zhang, Qianru Zhang, Yonina C. Eldar, Qi Hao, Jia Pan

IEEE Robotics Autom. Lett., March, 2023

Using an improved YOLOv5s network for the automatic detection of silicon on wheat straw epidermis of micrographs.

Qianru Zhang, Yunfei Wang, Lei Song, Mengxuan Han, Huaibo Song

J. Field Robotics, 2023

Automated Spatio-Temporal Graph Contrastive Learning.

Qianru Zhang, Chao Huang, Lianghao Xia, Zheng Wang, Zhonghang Li, Siu-Ming Yiu

Proceedings of the ACM Web Conference 2023, 2023

Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation.

Qianru Zhang, Chao Huang, Lianghao Xia, Zheng Wang, Siu Ming Yiu, Ruihua Han

Proceedings of the International Conference on Machine Learning, 2023

Online Anomalous Subtrajectory Detection on Road Networks with Deep Reinforcement Learning.

Qianru Zhang, Zheng Wang, Cheng Long, Chao Huang, Siu-Ming Yiu, Yiding Liu, Gao Cong, Jieming Shi

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2022

A structure-preserving finite element discretization for the time-dependent Nernst-Planck equation.

Qianru Zhang, Bin Tu, Qiaojun Fang, Benzhuo Lu

J. Appl. Math. Comput., June, 2022

An Efficient Sharing Grouped Convolution via Bayesian Learning.

Tinghuan Chen, Bin Duan, Qi Sun, Meng Zhang, Guoqing Li, Hao Geng, Qianru Zhang, Bei Yu

IEEE Trans. Neural Networks Learn. Syst., 2022

OGCNet: Overlapped group convolution for deep convolutional neural networks.

Guoqing Li, Meng Zhang, Jingwei Zhang, Qianru Zhang

Knowl. Based Syst., 2022

Efficient binary 3D convolutional neural network and hardware accelerator.

Guoqing Li, Meng Zhang, Qianru Zhang, Zhijian Lin

J. Real Time Image Process., 2022

A class of finite element methods with averaging techniques for solving the three-dimensional drift-diffusion model in semiconductor device simulations.

Qianru Zhang, Qin Wang, Linbo Zhang, Benzhuo Lu

J. Comput. Phys., 2022

Automated measurement of dairy cows body size via 3D point cloud data analysis.

Guangyuan Yang, Xingshi Xu, Lei Song, Qianru Zhang, Yuanchao Duan, Huaibo Song

Comput. Electron. Agric., 2022

Basic motion behavior recognition of single dairy cow based on improved Rexnet 3D network.

Shuaifei Ma, Qianru Zhang, Tengfei Li, Huaibo Song

Comput. Electron. Agric., 2022

On Predicting and Generating a Good Break Shot in Billiards Sports.

Qianru Zhang, Zheng Wang, Cheng Long, Siu-Ming Yiu

Proceedings of the 2022 SIAM International Conference on Data Mining, 2022

On Inferring User Socioeconomic Status with Mobility Records.

Zheng Wang, Mingrui Liu, Cheng Long, Qianru Zhang, Jiangneng Li, Chunyan Miao

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Graph partitioning and graph neural network based hierarchical graph matching for graph similarity computation.

Haoyan Xu, Ziheng Duan, Yueyang Wang, Jie Feng, Runjian Chen, Qianru Zhang, Zhongbin Xu

Neurocomputing, 2021

An inverse averaging finite element method for solving the size-modified Poisson-Nernst-Planck equations in ion channel simulations.

Ruigang Shen, Qianru Zhang, Benzhuo Lu

CoRR, 2021

Error-Bounded Online Trajectory Simplification with Multi-Agent Reinforcement Learning.

Zheng Wang, Cheng Long, Gao Cong, Qianru Zhang

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020

Model reduction-based initialization methods for solving the Poisson-Nernst-Plank equations in three-dimensional ion channel simulations.

Qianru Zhang, Sheng Gui, Hongliang Li, Benzhuo Lu

J. Comput. Phys., 2020

Robust deep auto-encoding Gaussian process regression for unsupervised anomaly detection.

Jinan Fan, Qianru Zhang, Jialei Zhu, Meng Zhang, Zhou Yang, Hanxiang Cao

Neurocomputing, 2020

Multivariate Time Series Classification with Hierarchical Variational Graph Pooling.

Haoyan Xu, Ziheng Duan, Yunsheng Bai, Yida Huang, Anni Ren, Qianru Yu, Qianru Zhang, Yueyang Wang, Xiaoqian Wang, Yizhou Sun, Wei Wang

CoRR, 2020

Modeling Complex Spatial Patterns with Temporal Features via Heterogenous Graph Embedding Networks.

Yida Huang, Haoyan Xu, Ziheng Duan, Anni Ren, Jie Feng, Qianru Zhang, Xiaoqian Wang

CoRR, 2020

Parallel Extraction of Long-term Trends and Short-term Fluctuation Framework for Multivariate Time Series Forecasting.

Haoyan Xu, Ziheng Duan, Yida Huang, Jie Feng, Anni Ren, Qianru Zhang, Pengyu Song, Xiaoqian Wang

CoRR, 2020

Building Auto-Encoder Intrusion Detection System based on random forest feature selection.

XuKui Li, Wei Chen, Qianru Zhang, Lifa Wu

Comput. Secur., 2020

Deep Learning Based Defect Detection for Solder Joints on Industrial X-Ray Circuit Board Images.

Qianru Zhang, Meng Zhang, Chinthaka Gamanayake, Chau Yuen, Zehao Geng, Hirunima Jayasekaraand, Xuewen Zhang, Chia-wei Woo, Jenny Chen Ni Low, Xiang Liu

Proceedings of the 18th IEEE International Conference on Industrial Informatics, 2020

Problems and Suggestions in the Initial Construction of Running Campuses in Different Places.

Xiang Xie, Qianru Zhang, Haihong Su

Proceedings of the Design, Operation and Evaluation of Mobile Communications, 2020

2019

Recent advances in convolutional neural network acceleration.

Qianru Zhang, Meng Zhang, Tinghuan Chen, Zhifei Sun, Yuzhe Ma, Bei Yu

Neurocomputing, 2019

PSDNet and DPDNet: Efficient channel expansion, Depthwise-Pointwise-Depthwise Inverted Bottleneck Block.

Guoqing Li, Meng Zhang, Qianru Zhang, Ziyang Chen, Wenzhao Liu, Jiaojie Li, Xuzhao Shen, Jianjun Li, Zhenyu Zhu, Chau Yuen

CoRR, 2019

Formation control of multi-agent systems via event-triggered approach under independent position and velocity topologies.

Hangui Zhu, Zhen Li, Wenle Zhang, Qianru Zhang

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

2018

Electricity Theft Detection Using Generative Models.

Qianru Zhang, Meng Zhang, Tinghuan Chen, Jinan Fan, Zhou Yang, Guoqing Li

Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018