Shizhan Chen

Tianjin University — China

Computer Science · Physical Sciences

15h-index926citations166works1.82yr avg
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Research Topics

Service-Oriented Architecture and Web Services(45), Semantic Web and Ontologies(22), Privacy-Preserving Technologies in Data(17), Topic Modeling(15), Web Data Mining and Analysis(15)

Publications166 total

LLMs-based decision making for service recommendations and process automation under evolving ecosystem
Automated Software Engineering·2026
Enhancing Developer Recommendations with Data Augmentation and Meta-Learning under Imbalanced Task Distributions
Tsinghua Science & Technology·2026Open Access
RefProtoFL: Communication-Efficient Federated Learning via External-Referenced Prototype Alignment
ArXiv.org·2026Open Access
RefProtoFL: Communication-Efficient Federated Learning via External-Referenced Prototype Alignment
arXiv (Cornell University)·2026Open Access
A Systematic Literature Review of Code Hallucinations in LLMs: Characterization, Mitigation Methods, Challenges, and Future Directions for Reliable AI
arXiv (Cornell University)·2025Open Access
A Game-Theoretic Approach for Microservice Request Dispatching in Mobile Edge Computing Systems
IEEE Transactions on Services Computing·2025
Efficient Federated Learning With Encrypted Data Sharing for Data-Heterogeneous Edge Devices
2025
Efficient Federated Learning with Encrypted Data Sharing for Data-Heterogeneous Edge Devices
arXiv (Cornell University)·2025Open Access
Multi-Objective Self-Organization Scheduling of Dynamic AAV-MD Networks via Two Stage Deep Reinforcement Learning
IEEE Transactions on Consumer Electronics·2025
Self-Organization Scheduling of Dynamic AAV-MD Networks via Three-Layer Hierarchical Reinforcement Learning
IEEE Transactions on Consumer Electronics·2025· 1 cited
User Feedback-Driven Generative Models-Based Methodology for Service Construction
IEEE Internet Computing·2025
Incorporating Forgetting Curve and Memory Replay for Evolving Socially-aware Recommendation
Information Processing & Management·2025· 3 cited
A Reinforcement Learning Framework for Cross-Lingual Stance Detection Using Chain-of-Thought Alignment
2025Open Access
Advancing Lip-Reading for Unseen Speakers Through Fusion and Augmentation of Spatio-temporal Landmarks and Visual Features
Communications in computer and information science·2025· 1 cited
A time-aware developer recommendation approach based on multi-feature fusion
Applied Soft Computing·2024· 2 cited
Multi-Task Driven Multi-Level Dynamical Fusion for Single-Cell Multi-Omics Cell Type Annotation
2024
FairSort: Learning to Fair Rank for Personalized Recommendations in Two-Sided Platforms
IEEE Transactions on Knowledge and Data Engineering·2024· 1 citedOpen Access
FairSort: Learning to Fair Rank for Personalized Recommendations in Two-Sided Platforms
arXiv (Cornell University)·2024Open Access
Tackling data-heterogeneity variations in federated learning via adaptive aggregate weights
Knowledge-Based Systems·2024· 4 cited
A trust enhancement model based on distributed learning and blockchain in service ecosystems
Journal of King Saud University - Computer and Information Sciences·2024· 3 citedOpen Access
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Frequent Co-authors

Zhiyong Feng(37), Xiao Xue(15), Keman Huang(10), Hongyue Wu(9), Dongxiao He(4), Yanwei Xu(4), Xiaowang Zhang(4), Zhiyong Feng(3), Jianmao Xiao(3), Meng Xing(3), Shaojuan Wu(3), Guodong Fan(3), Han Yuan-bin(3), Weisen Pan(2), Qiang He(2), Chao Wang(2), Siying Guo(2), Shiping Chen(2), Xian Zhou(2), Yang Sui(2)