Heng‐Ru Zhang

Southwest Petroleum University — China

Computer Science · Physical Sciences

12h-index782citations58works1.42yr avg
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Research Topics

Recommender Systems and Techniques(27), Image Retrieval and Classification Techniques(18), Text and Document Classification Technologies(12), Music and Audio Processing(9), Rough Sets and Fuzzy Logic(7)

Publications58 total

LLM-SrcLog: Towards Proactive and Unified Log Template Extraction via Large Language Models
arXiv (Cornell University)·2025Open Access
FedAspect-GNN: Integrating aspect-level sentiment analysis and graph neural networks for federated recommendation
Expert Systems with Applications·2025
Classification-wise and cluster-wise contrastive learning for graph neural recommendation
Applied Soft Computing·2025
Neural recommendation by user-item-user and item-user-item relation modeling
Pattern Recognition·2025
Frequency-domain augmentation and multi-scale feature alignment for improving transferability of adversarial examples
Computer Networks·2025· 1 cited
Aspect-level recommendation fused with review and rating representations
Data & Knowledge Engineering·2025· 1 cited
A Seagull Loss Function With Application to Recommender Systems
IEEE Transactions on Computational Social Systems·2025
Automatic well-log depth shift with multilevel wavelet decomposition network and dynamic time warping
Geoenergy Science and Engineering·2024· 5 cited
DUPS: Data poisoning attacks with uncertain sample selection for federated learning
Computer Networks·2024· 3 cited
SWIM: Sliding-Window Model contrast for federated learning
Future Generation Computer Systems·2024· 3 cited
Learning cluster-wise label distribution for label enhancement
International Journal of Machine Learning and Cybernetics·2024
Exploiting asymmetric influence between instances for label enhancement
Information Sciences·2024· 2 cited
Matrix factorization with a sigmoid-like loss control
Neurocomputing·2024· 4 cited
Automatic Well-Log Depth Shift with Multilevel Wavelet Decomposition Network and Dynamic Time Warping
SSRN Electronic Journal·2024Open Access
Robust federated learning with voting and scaling
Future Generation Computer Systems·2023· 7 cited
Sample Topology Exploration for Label Distribution Learning
2023
IUG-CF: Neural collaborative filtering with ideal user group labels
Expert Systems with Applications·2023· 7 cited
Multi-Granularity Abnormal Traffic Detection Based on Multi-Instance Learning
IEEE Transactions on Network and Service Management·2023· 5 cited
Label-dependent feature exploration for label distribution learning
International Journal of Machine Learning and Cybernetics·2023· 3 cited
Two-stage label distribution learning with label-independent prediction based on label-specific features
Knowledge-Based Systems·2023· 14 cited
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Frequent Co-authors

Fan Min(38), Yuanyuan Xu(8), Xin-Ling Dong(3), Bing Shi(2), Hong Yu(2), Shuang-Bo Sun(2), Zhiheng Zhang(2), Xu He(2), Zi-Feng Peng(2), Xiang-Yu Liang(2), Fan Meng(2), Xiangyu Fan(2), Siyuan Chen(2), YingYing Ye(2), Hailong Jiang(2), Feng Wu(2), Yan Chen(2), Amir Semnani(2), Zhuo-Lin Fu(2), Lei Gao(2)