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09/12/2023
Chained-DP: Can We Recycle Privacy Budget?
Privacy-preserving vector mean estimation is a crucial primitive in fede...
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09/06/2023
Roulette: A Semantic Privacy-Preserving Device-Edge Collaborative Inference Framework for Deep Learning Classification Tasks
Deep learning classifiers are crucial in the age of artificial intellige...
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08/31/2023
FedDD: Toward Communication-efficient Federated Learning with Differential Parameter Dropout
Federated Learning (FL) requires frequent exchange of model parameters, ...
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08/31/2023
BeeFlow: Behavior Tree-based Serverless Workflow Modeling and Scheduling for Resource-Constrained Edge Clusters
Serverless computing has gained popularity in edge computing due to its ...
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08/22/2023
ViCo: Engaging Video Comment Generation with Human Preference Rewards
Engaging video comments play an important role in video social media, as...
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08/08/2023
Cloth2Tex: A Customized Cloth Texture Generation Pipeline for 3D Virtual Try-On
Fabricating and designing 3D garments has become extremely demanding wit...
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07/19/2023
A3D: Adaptive, Accurate, and Autonomous Navigation for Edge-Assisted Drones
Accurate navigation is of paramount importance to ensure flight safety a...
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07/04/2023
Serving Graph Neural Networks With Distributed Fog Servers For Smart IoT Services
Graph Neural Networks (GNNs) have gained growing interest in miscellaneo...
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06/16/2023
CMLM-CSE: Based on Conditional MLM Contrastive Learning for Sentence Embeddings
Traditional comparative learning sentence embedding directly uses the en...
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06/06/2023
On Manipulating Signals of User-Item Graph: A Jacobi Polynomial-based Graph Collaborative Filtering
Collaborative filtering (CF) is an important research direction in recom...
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05/29/2023
Complex CNN CSI Enhancer for Integrated Sensing and Communications
In this paper, we propose a novel complex convolutional neural network (...
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05/23/2023
To Copy Rather Than Memorize: A Vertical Learning Paradigm for Knowledge Graph Completion
Embedding models have shown great power in knowledge graph completion (K...
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05/06/2023
Cross-domain Augmentation Networks for Click-Through Rate Prediction
Data sparsity is an important issue for click-through rate (CTR) predict...
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05/03/2023
AG3D: Learning to Generate 3D Avatars from 2D Image Collections
While progress in 2D generative models of human appearance has been rapi...
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04/22/2023
Towards Carbon-Neutral Edge Computing: Greening Edge AI by Harnessing Spot and Future Carbon Markets
Provisioning dynamic machine learning (ML) inference as a service for ar...
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04/04/2023
Code-Division OFDM Joint Communication and Sensing System for 6G Machine-type Communication
The joint communication and sensing (JCS) system can provide higher spec...
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04/04/2023
Sensing Performance of Cooperative Joint Sensing-Communication UAV Network
We propose a novel cooperative joint sensing-communication (JSC) unmanne...
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03/02/2023
Learning to Detect Slip through Tactile Measures of the Contact Force Field and its Entropy
Detection of slip during object grasping and manipulation plays a vital ...
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02/28/2023
On-the-Fly Communication-and-Computing for Distributed Tensor Decomposition Over MIMO Channels
Distributed tensor decomposition (DTD) is a fundamental data-analytics t...
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02/22/2023
Vid2Avatar: 3D Avatar Reconstruction from Videos in the Wild via Self-supervised Scene Decomposition
We present Vid2Avatar, a method to learn human avatars from monocular in...
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02/21/2023
Joint Communication, Sensing and Computation enabled 6G Intelligent Machine System
With the rapid development of the smart city, high-level autonomous driv...
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02/16/2023
Robust Mid-Pass Filtering Graph Convolutional Networks
Graph convolutional networks (GCNs) are currently the most promising par...
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02/13/2023
Homophily-oriented Heterogeneous Graph Rewiring
With the rapid development of the World Wide Web (WWW), heterogeneous gr...
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02/01/2023
Task Placement and Resource Allocation for Edge Machine Learning: A GNN-based Multi-Agent Reinforcement Learning Paradigm
Machine learning (ML) tasks are one of the major workloads in today's ed...
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02/01/2023
Fairness-aware Cross-Domain Recommendation
Cross-Domain Recommendation (CDR) is an effective way to alleviate the c...
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01/20/2023
Real-Time High-Resolution Pedestrian Detection in Crowded Scenes via Parallel Edge Offloading
To identify dense and small-size pedestrians in surveillance systems, hi...
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01/16/2023
HiFlash: Communication-Efficient Hierarchical Federated Learning with Adaptive Staleness Control and Heterogeneity-aware Client-Edge Association
Federated learning (FL) is a promising paradigm that enables collaborati...
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12/20/2022
InstantAvatar: Learning Avatars from Monocular Video in 60 Seconds
In this paper, we take a significant step towards real-world applicabili...
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12/13/2022
Coarse-to-Fine Contrastive Learning on Graphs
Inspired by the impressive success of contrastive learning (CL), a varie...
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12/02/2022
Olive Branch Learning: A Topology-Aware Federated Learning Framework for Space-Air-Ground Integrated Network
The space-air-ground integrated network (SAGIN), one of the key technolo...
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11/28/2022
Fast-SNARF: A Fast Deformer for Articulated Neural Fields
Neural fields have revolutionized the area of 3D reconstruction and nove...
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11/09/2022
Kalman Filter-based Sensing in Communication Systems with Clock Asynchronism
In this paper, we propose a novel Kalman Filter (KF)-based uplink (UL) j...
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11/08/2022
Downlink and Uplink Cooperative Joint Communication and Sensing
Downlink (DL) and uplink (UL) joint communication and sensing (JCAS) tec...
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11/08/2022
Multiple Signal Classification Based Joint Communication and Sensing System
Joint communication and sensing (JCS) has become a promising technology ...
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11/08/2022
Sensing-aided Uplink Channel Estimation for Joint Communication and Sensing
The joint communication and sensing (JCAS) technique has drawn great att...
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11/08/2022
Concurrent Downlink and Uplink Joint Communication and Sensing for 6G Networks
Joint communication and sensing (JCAS) is a promising technology for 6th...
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10/31/2022
GNN at the Edge: Cost-Efficient Graph Neural Network Processing over Distributed Edge Servers
Edge intelligence has arisen as a promising computing paradigm for suppo...
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09/02/2022
Multi-Modal Experience Inspired AI Creation
AI creation, such as poem or lyrics generation, has attracted increasing...
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08/15/2022
Debiased Recommendation with Neural Stratification
Debiased recommender models have recently attracted increasing attention...
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08/09/2022
Cluster extent inference revisited: quantification and localization of brain activity
Cluster inference based on spatial extent thresholding is the most popul...
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07/25/2022
Collaboration in Participant-Centric Federated Learning: A Game-Theoretical Perspective
Federated learning (FL) is a promising distributed framework for collabo...
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07/11/2022
TIPS: Transaction Inclusion Protocol with Signaling in DAG-based Blockchain
Directed Acyclic Graph (DAG) is a popular approach to achieve scalabilit...
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07/09/2022
Explainable Legal Case Matching via Inverse Optimal Transport-based Rationale Extraction
As an essential operation of legal retrieval, legal case matching plays ...
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06/27/2022
Adaptive Cluster Thresholding with Spatial Activation Guarantees Using All-resolutions Inference
Classical cluster inference is hampered by the spatial specificity parad...
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06/15/2022
RecBole 2.0: Towards a More Up-to-Date Recommendation Library
In order to support the study of recent advances in recommender systems,...
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06/08/2022
Depth Estimation Matters Most: Improving Per-Object Depth Estimation for Monocular 3D Detection and Tracking
Monocular image-based 3D perception has become an active research area i...
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05/23/2022
GraphAD: A Graph Neural Network for Entity-Wise Multivariate Time-Series Anomaly Detection
In recent years, the emergence and development of third-party platforms ...
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05/20/2022
6G Network AI Architecture for Everyone-Centric Customized Services
Mobile communication standards were developed for enhancing transmission...
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05/05/2022
FastRE: Towards Fast Relation Extraction with Convolutional Encoder and Improved Cascade Binary Tagging Framework
Recent work for extracting relations from texts has achieved excellent p...
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04/21/2022