Junru Zhang

19 papers A* 4A 1Journal 11Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
AnomSeer: Reinforcing Multimodal LLMs to Reason for Time-Series Anomaly Detection.
CoRR
Junru Zhang, Lang Feng, Haoran Shi, Xu Guo, Han Yu, Yabo Dong, Duanqing Xu
2026 A* conf
FedDiG: Frequency-Guided Diffusion Diversity for Generalizable Federated Time Series Classification.
WWW
Haoran Shi, Junru Zhang, Cheng Peng, Xiaoli Tang, Longtao Huang, Han Yu
2025 A* conf
Affirm: Interactive Mamba with Adaptive Fourier Filters for Long-term Time Series Forecasting.
AAAI
Yuhan Wu, Xiyu Meng, Huajin Hu, Junru Zhang, Yabo Dong, Dongming Lu
2025 J jnl
DI2SDiff++: Activity Style Decomposition and Diffusion-Based Fusion for Cross-Person Generalization in Activity Recognition.
IEEE Trans. Mob. Comput.
Junru Zhang, Cheng Peng, Zhidan Liu, Lang Feng, Yuhan Wu, Yabo Dong, Duanqing Xu
2025 — conf
Diffusion-Guided Diversity for Single Domain Generalization in Time Series Classification.
KDD (2)
Junru Zhang, Lang Feng, Xu Guo, Han Yu, Yabo Dong, Duanqing Xu
2025 J jnl
Regional Knowledge Transfer for Urban Traffic Flow Prediction via Satellite Imagery Assisted Contrastive Domain Adaptation.
IEEE Trans. Intell. Transp. Syst.
Zhidan Liu, Zhengze Sun, Junru Zhang, Bolin Zhang, Panrong Tong
2025 J jnl
Semi4TSF: End-to-End Semi-Supervised Contrastive Representation Learning for Time Series Forecasting.
IEEE Trans. Ind. Informatics
Yuhan Wu, Xiyu Meng, Junru Zhang, Yabo Dong, Dongming Lu
2025 J jnl
TimeMaster: Training Time-Series Multimodal LLMs to Reason via Reinforcement Learning.
CoRR
Junru Zhang, Lang Feng, Xu Guo, Yuhan Wu, Yabo Dong, Duanqing Xu
2024 A* conf
Diverse Intra- and Inter-Domain Activity Style Fusion for Cross-Person Generalization in Activity Recognition.
KDD
Junru Zhang, Lang Feng, Zhidan Liu, Yuhan Wu, Yang He, Yabo Dong, Duanqing Xu
2024 J jnl
Diverse Intra- and Inter-Domain Activity Style Fusion for Cross-Person Generalization in Activity Recognition.
CoRR
Junru Zhang, Lang Feng, Zhidan Liu, Yuhan Wu, Yang He, Yabo Dong, Duanqing Xu
2024 J jnl
Effective LSTMs with seasonal-trend decomposition and adaptive learning and niching-based backtracking search algorithm for time series forecasting.
Expert Syst. Appl.
Yuhan Wu, Xiyu Meng, Junru Zhang, Yang He, Joseph A. Romo, Yabo Dong, Dongming Lu
2024 — conf
LTCR: Long Temporal Characteristic Reconstruction for Segmentation in Contrastive Learning.
ECML/PKDD (5)
Yang He, Yuhan Wu, Junru Zhang, Yabo Dong
2024 A* conf
Multi-view Self-Supervised Contrastive Learning for Multivariate Time Series.
ACM Multimedia
Yuhan Wu, Xiyu Meng, Yang He, Junru Zhang, Haowen Zhang, Yabo Dong, Dongming Lu
2024 J jnl
Speeding up k-means clustering in high dimensions by pruning unnecessary distance computations.
Knowl. Based Syst.
Haowen Zhang, Jing Li, Junru Zhang, Yabo Dong
2023 — conf
Adacket: ADAptive Convolutional KErnel Transform for Multivariate Time Series Classification.
ECML/PKDD (5)
Junru Zhang, Lang Feng, Haowen Zhang, Yuhan Wu, Yabo Dong
2023 J jnl
CLformer: Constraint-based Locality enhanced Transformer for anomaly detection of ancient building structures.
Eng. Appl. Artif. Intell.
Yuhan Wu, Yabo Dong, Wentao Zhu, Junru Zhang, Shijie Liu, Dongming Lu, Nan Zeng, Yinhui Li
2023 J jnl
FP3O: Enabling Proximal Policy Optimization in Multi-Agent Cooperation with Parameter-Sharing Versatility.
CoRR
Lang Feng, Dong Xing, Junru Zhang, Gang Pan
2023 A conf
Temporal Convolutional Explorer Helps Understand 1D-CNN's Learning Behavior in Time Series Classification from Frequency Domain.
CIKM
Junru Zhang, Lang Feng, Yang He, Yuhan Wu, Yabo Dong
2023 J jnl
Temporal Convolutional Explorer Helps Understand 1D-CNN's Learning Behavior in Time Series Classification from Frequency Domain.
CoRR
Junru Zhang, Lang Feng, Yang He, Yuhan Wu, Yabo Dong