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Zenglin Xu — most-cited papers & profile · AI Agents
← authors
·
overview
Zenglin Xu
41
papers ·
189
citations ·
52
h-index
Shanghai Academy of Social Sciences · Fudan University · Artificial Intelligence Research Institute · Shanghai Academy of Environmental Sciences · Shandong Agricultural University
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Most-cited papers
MTS-Mixers: Multivariate Time Series Forecasting via Factorized Temporal and Channel Mixing
2023 · 39 citations
Source Code Summarization with Structural Relative Position Guided Transformer
2022 · 33 citations
Ti-MAE: Self-Supervised Masked Time Series Autoencoders
2023 · 14 citations
Enabling Intelligent Interactions between an Agent and an LLM: A Reinforcement Learning Approach
2023 · 11 citations
Stochastic Clustered Federated Learning
2023 · 10 citations
A Closer Look into Transformer-Based Code Intelligence Through Code Transformation: Challenges and Opportunities
2022 · 8 citations
BadCS: A Backdoor Attack Framework for Code search
2023 · 7 citations
FedNoisy: Federated Noisy Label Learning Benchmark
2023 · 4 citations
Latent Dirichlet Allocation in Generative Adversarial Networks
2018 · 3 citations
A Survey of Trustworthy Federated Learning with Perspectives on Security, Robustness, and Privacy
2023 · 3 citations
Practical Privacy-Preserving Gaussian Process Regression via Secret Sharing
2023 · 3 citations
Understanding Generalization of Federated Learning: the Trade-off between Model Stability and Optimization
2024 · 2 citations
MultiCoder: Multi-Programming-Lingual Pre-Training for Low-Resource Code Completion
2022 · 2 citations
When Federated Learning Meets Pre-trained Language Models' Parameter-Efficient Tuning Methods
2022 · 1 citations
On the Power of Adaptive Weighted Aggregation in Heterogeneous Federated Learning and Beyond
2023 · 1 citations
Top co-authors
Jiaxiang Chen
· 1
Mingxi Zou
· 1
Song Wang
· 1
Zhijian Zhou
· 1
Zhucong Li
· 1
Zhuo Wang
· 1
Topics
Federated Learning
Data Heterogeneity
Privacy
Code Generation
cs.LG
Code Models
Optimization
Software Engineering
Vision-Language Models
cs.AI