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ORCIDJunru Zhang 0001
Person information
- affiliation: Zhejiang University, College of Computer Science and Technology, Hangzhou, China
Other persons with the same name
- Junru Zhang — disambiguation page
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2020 – today
- 2025
[j6]Yuhan Wu
, Xiyu Meng, Junru Zhang, Yabo Dong, Dongming Lu:
Semi4TSF: End-to-End Semi-Supervised Contrastive Representation Learning for Time Series Forecasting. IEEE Trans. Ind. Informatics 21(11): 8791-8801 (2025)- [j5]Zhidan Liu, Zhengze Sun, Junru Zhang, Bolin Zhang, Panrong Tong:
Regional Knowledge Transfer for Urban Traffic Flow Prediction via Satellite Imagery Assisted Contrastive Domain Adaptation. IEEE Trans. Intell. Transp. Syst. 26(11): 19120-19134 (2025) - [j4]Junru Zhang, Cheng Peng, Zhidan Liu, Lang Feng, Yuhan Wu, Yabo Dong, Duanqing Xu:
DI2SDiff++: Activity Style Decomposition and Diffusion-Based Fusion for Cross-Person Generalization in Activity Recognition. IEEE Trans. Mob. Comput. 24(10): 10760-10777 (2025) - [c7]Yuhan Wu, Xiyu Meng, Huajin Hu, Junru Zhang, Yabo Dong, Dongming Lu:
Affirm: Interactive Mamba with Adaptive Fourier Filters for Long-term Time Series Forecasting. AAAI 2025: 21599-21607 - [c6]Junru Zhang, Lang Feng, Xu Guo, Han Yu, Yabo Dong, Duanqing Xu:
Diffusion-Guided Diversity for Single Domain Generalization in Time Series Classification. KDD (2) 2025: 3764-3773 - [i4]Junru Zhang, Lang Feng, Xu Guo, Yuhan Wu, Yabo Dong, Duanqing Xu:
TimeMaster: Training Time-Series Multimodal LLMs to Reason via Reinforcement Learning. CoRR abs/2506.13705 (2025) - 2024
- [j3]Yuhan Wu, Xiyu Meng, Junru Zhang, Yang He, Joseph A. Romo, Yabo Dong, Dongming Lu:
Effective LSTMs with seasonal-trend decomposition and adaptive learning and niching-based backtracking search algorithm for time series forecasting. Expert Syst. Appl. 236: 121202 (2024) - [j2]Haowen Zhang, Jing Li, Junru Zhang, Yabo Dong:
Speeding up k-means clustering in high dimensions by pruning unnecessary distance computations. Knowl. Based Syst. 284: 111262 (2024) - [c5]Junru Zhang, Lang Feng, Zhidan Liu, Yuhan Wu, Yang He, Yabo Dong, Duanqing Xu:
Diverse Intra- and Inter-Domain Activity Style Fusion for Cross-Person Generalization in Activity Recognition. KDD 2024: 4213-4222 - [c4]Yuhan Wu, Xiyu Meng, Yang He, Junru Zhang, Haowen Zhang, Yabo Dong, Dongming Lu:
Multi-view Self-Supervised Contrastive Learning for Multivariate Time Series. ACM Multimedia 2024: 9582-9590 - [c3]Yang He, Yuhan Wu, Junru Zhang, Yabo Dong:
LTCR: Long Temporal Characteristic Reconstruction for Segmentation in Contrastive Learning. ECML/PKDD (5) 2024: 355-371 - [i3]Junru Zhang, Lang Feng, Zhidan Liu, Yuhan Wu, Yang He, Yabo Dong, Duanqing Xu:
Diverse Intra- and Inter-Domain Activity Style Fusion for Cross-Person Generalization in Activity Recognition. CoRR abs/2406.04609 (2024) - 2023
- [j1]Yuhan Wu, Yabo Dong, Wentao Zhu, Junru Zhang, Shijie Liu, Dongming Lu, Nan Zeng, Yinhui Li:
CLformer: Constraint-based Locality enhanced Transformer for anomaly detection of ancient building structures. Eng. Appl. Artif. Intell. 126(Part D): 107072 (2023) - [c2]Junru Zhang, Lang Feng, Yang He, Yuhan Wu, Yabo Dong:
Temporal Convolutional Explorer Helps Understand 1D-CNN's Learning Behavior in Time Series Classification from Frequency Domain. CIKM 2023: 3351-3360 - [c1]Junru Zhang, Lang Feng, Haowen Zhang, Yuhan Wu, Yabo Dong:
Adacket: ADAptive Convolutional KErnel Transform for Multivariate Time Series Classification. ECML/PKDD (5) 2023: 189-204 - [i2]Lang Feng, Dong Xing, Junru Zhang, Gang Pan:
FP3O: Enabling Proximal Policy Optimization in Multi-Agent Cooperation with Parameter-Sharing Versatility. CoRR abs/2310.05053 (2023) - [i1]Junru Zhang, Lang Feng, Yang He, Yuhan Wu, Yabo Dong:
Temporal Convolutional Explorer Helps Understand 1D-CNN's Learning Behavior in Time Series Classification from Frequency Domain. CoRR abs/2310.05467 (2023)
Coauthor Index
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