Junru Zhang

According to our database, Junru Zhang authored at least 18 papers between 2022 and 2025.

Collaborative distances:

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

2025

TimeMaster: Training Time-Series Multimodal LLMs to Reason via Reinforcement Learning.

Junru Zhang, Lang Feng, Xu Guo, Yuhan Wu, Yabo Dong, Duanqing Xu

CoRR, June, 2025

Fixed-time event-triggered pinning synchronization of complex network via aperiodically intermittent control.

Junru Zhang, Jian-An Wang, Jie Zhang, Mingjie Li, Zhicheng Zhao, Xinyu Wen

Neurocomputing, 2025

Fixed-Time Prescribed Performance Synchronization for Complex Networks via Aperiodically Intermittent Event-Triggered Pinning Control.

Junru Zhang, Jian-An Wang, Jie Zhang, Mingjie Li

IEEE Access, 2025

HDF-YOLO: A High-Precision Ship Detection Method in SAR Images Based on Improved YOLOv11.

Xingquan Cai, Luyao Wang, Junru Zhang, Lixin Ding, Ying Li

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2025

Affirm: Interactive Mamba with Adaptive Fourier Filters for Long-term Time Series Forecasting.

Yuhan Wu, Xiyu Meng, Huajin Hu, Junru Zhang, Yabo Dong, Dongming Lu

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Automated Characterization of Macroscale Tissue 3D Spatial Material Properties via Robotically-Directed Impedimetric Sensing.

Ezgi Kucukdeger, Yujing Zhang, Junru Zhang, Yang Liu, Xiaoting Jia, Blake N. Johnson

IEEE Trans Autom. Sci. Eng., July, 2024

Fixed-Time Pinning Synchronization of Intermittently Coupled Complex Network via Economical Controller.

Jian-An Wang, Ruirui Cai, Junru Zhang, Jie Zhang, Mingjie Li, Zhicheng Zhao

Neural Process. Lett., April, 2024

Effective LSTMs with seasonal-trend decomposition and adaptive learning and niching-based backtracking search algorithm for time series forecasting.

Yuhan Wu, Xiyu Meng, Junru Zhang, Yang He, Joseph A. Romo, Yabo Dong, Dongming Lu

Expert Syst. Appl., February, 2024

Speeding up k-means clustering in high dimensions by pruning unnecessary distance computations.

Haowen Zhang, Jing Li, Junru Zhang, Yabo Dong

Knowl. Based Syst., 2024

LTCR: Long Temporal Characteristic Reconstruction for Segmentation in Contrastive Learning.

Yang He, Yuhan Wu, Junru Zhang, Yabo Dong

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

Multi-view Self-Supervised Contrastive Learning for Multivariate Time Series.

Yuhan Wu, Xiyu Meng, Yang He, Junru Zhang, Haowen Zhang, Yabo Dong, Dongming Lu

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Diverse Intra- and Inter-Domain Activity Style Fusion for Cross-Person Generalization in Activity Recognition.

Junru Zhang, Lang Feng, Zhidan Liu, Yuhan Wu, Yang He, Yabo Dong, Duanqing Xu

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2023

CLformer: Constraint-based Locality enhanced Transformer for anomaly detection of ancient building structures.

Yuhan Wu, Yabo Dong, Wentao Zhu, Junru Zhang, Shijie Liu, Dongming Lu, Nan Zeng, Yinhui Li

Eng. Appl. Artif. Intell., November, 2023

FP3O: Enabling Proximal Policy Optimization in Multi-Agent Cooperation with Parameter-Sharing Versatility.

Lang Feng, Dong Xing, Junru Zhang, Gang Pan

CoRR, 2023

Adacket: ADAptive Convolutional KErnel Transform for Multivariate Time Series Classification.

Junru Zhang, Lang Feng, Haowen Zhang, Yuhan Wu, Yabo Dong

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Temporal Convolutional Explorer Helps Understand 1D-CNN's Learning Behavior in Time Series Classification from Frequency Domain.

Junru Zhang, Lang Feng, Yang He, Yuhan Wu, Yabo Dong

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

Web-Crawling Architecture in Accounting and Finance Research.

Junru Zhang, Yuan George Shan, Fei Peng

J. Comput. Inf. Syst., September, 2022

Three-dimensional hydrogeological modeling method and application based on TIN-GTP-TEN.

Liang He, Junru Zhang, Suozhong Chen, Manqing Hou, Junyi Chen

Earth Sci. Informatics, 2022