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08/30/2023
IDVT: Interest-aware Denoising and View-guided Tuning for Social Recommendation
In the information age, recommendation systems are vital for efficiently...
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08/30/2023
DRGame: Diversified Recommendation for Multi-category Video Games with Balanced Implicit Preferences
The growing popularity of subscription services in video game consumptio...
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03/31/2023
Accelerating Wireless Federated Learning via Nesterov's Momentum and Distributed Principle Component Analysis
A wireless federated learning system is investigated by allowing a serve...
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11/23/2022
A Survey on Orthogonal Time Frequency Space: New Delay Doppler Communications Paradigm in 6G era
In 6G era, the space-air-ground integrated networks (SAGIN) are expected...
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11/13/2022
Long-Range Zero-Shot Generative Deep Network Quantization
Quantization approximates a deep network model with floating-point numbe...
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10/11/2022
Network Topology Inference based on Timing Meta-Data
Consider a processor having access only to meta-data consisting of the t...
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09/09/2022
Joint Caching and Transmission in the Mobile Edge Network: A Multi-Agent Learning Approach
Joint caching and transmission optimization problem is challenging due t...
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05/05/2022
Uncertainty Minimization for Personalized Federated Semi-Supervised Learning
Since federated learning (FL) has been introduced as a decentralized lea...
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04/30/2022
ClusterQ: Semantic Feature Distribution Alignment for Data-Free Quantization
Network quantization has emerged as a promising method for model compres...
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03/21/2022
Proximal Policy Optimization-based Transmit Beamforming and Phase-shift Design in an IRS-aided ISAC System for the THz Band
In this paper, an IRS-aided integrated sensing and communications (ISAC)...
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03/05/2022
AI-aided Traffic Control Scheme for M2M Communications in the Internet of Vehicles
Due to the rapid growth of data transmissions in internet of vehicles (I...
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02/07/2022
Reconfigurable Intelligent Surface With Energy Harvesting Assisted Cooperative Ambient Backscatter Communications
The performance of cooperative ambient backscatter communications (CABC)...
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11/24/2021
Arbitrary Virtual Try-On Network: Characteristics Preservation and Trade-off between Body and Clothing
Deep learning based virtual try-on system has achieved some encouraging ...
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04/15/2021
SiamCorners: Siamese Corner Networks for Visual Tracking
The current Siamese network based on region proposal network (RPN) has a...
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02/21/2021
Customized Slicing for 6G: Enforcing Artificial Intelligence on Resource Management
Next generation wireless networks are expected to support diverse vertic...
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06/20/2020
Deep Learning based Radio Resource Management in NOMA Networks: User Association, Subchannel and Power Allocation
With the rapid development of future wireless communication, the combina...
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05/05/2020
Energy Efficiency Optimization for NOMA UAV Network with Imperfect CSI
Unmanned aerial vehicles (UAVs) are developing rapidly owing to flexible...
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01/23/2020
Semi-DerainGAN: A New Semi-supervised Single Image Deraining Network
Removing the rain streaks from single image is still a challenging task,...
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01/23/2020
Fast Dense Residual Network: Enhancing Global Dense Feature Flow for Text Recognition
Deep Convolutional Neural Networks (CNNs), such as Dense Convolutional N...
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10/31/2019
Computation Resource Leasing for Priority Aggregation Local Computing Network
In large scale smart edge networks, computation resource is generally un...
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08/28/2019
A Coarse-to-Fine Multi-stream Hybrid Deraining Network for Single Image Deraining
Single image deraining task is still a very challenging task due to its ...
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05/09/2019
Fog-Aided Device to Device Networks with Opportunistic Content Delivery
In this paper, we investigate the caching placement and content delivery...
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01/24/2019
Thirty Years of Machine Learning:The Road to Pareto-Optimal Next-Generation Wireless Networks
Next-generation wireless networks (NGWN) have a substantial potential in...
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01/14/2018
Energy-Efficient Resource Allocation in NOMA Heterogeneous Networks
Non-orthogonal multiple access (NOMA) has attracted much recent attentio...
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01/13/2018