Pan Li
6 papers in the PaperMetrix corpus
Papers by this author
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Energy-Efficient Device Activation, Rule Installation and Data Transmission in Software Defined DCNs
2019 · IEEE Transactions on Cloud Computing
With the prosperity of cloud computing and video services, the demand for network resources has increased dramatically, leading to the remarkable growth in the amount of network energy consumption, a key factor restricting the development …
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Differentially Private Functional Mechanism for Generative Adversarial Networks
2019
In recent years, generative adversarial network (GAN) has attracted great attention due to its impressive performance and potential numerous applications, such as data augmentation, real-like image synthesis, image compression improvement, etc. The generator in GAN …
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Inductive Representation Learning in Temporal Networks via Causal Anonymous Walks
2021 · International Conference on Learning Representations
Temporal networks serve as abstractions of many real-world dynamic systems. These networks typically evolve according to certain laws, such as the law of triadic closure, which is universal in social networks. Inductive representation learning of …
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Fed2VAEs: An Efficient Privacy-Preserving Federated Learning Approach Based on Variational Autoencoders
2024
Recently, federated learning (FL) has been threat-ened by the gradient inversion attack that infers user-private data from shared gradients. To cope with this problem, the differential privacy (DP) technique is widely employed in FL. However, …
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Person-Job Fit
2018 · ACM Transactions on Management Information Systems
Person-Job Fit is the process of matching the right talent for the right job by identifying talent competencies that are required for the job. While many qualitative efforts have been made in related fields, it …
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DDTCDR
2020
Cross domain recommender systems have been increasingly valuable for helping consumers identify the most satisfying items from different categories. However, previously proposed cross-domain models did not take into account bidirectional latent relations between users and …