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09/09/2023
Flexible and Robust Counterfactual Explanations with Minimal Satisfiable Perturbations
Counterfactual explanations (CFEs) exemplify how to minimally modify a f...
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07/24/2023
Hierarchical Skeleton Meta-Prototype Contrastive Learning with Hard Skeleton Mining for Unsupervised Person Re-Identification
With rapid advancements in depth sensors and deep learning, skeleton-bas...
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03/28/2023
StarNet: Style-Aware 3D Point Cloud Generation
This paper investigates an open research task of reconstructing and gene...
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03/13/2023
TranSG: Transformer-Based Skeleton Graph Prototype Contrastive Learning with Structure-Trajectory Prompted Reconstruction for Person Re-Identification
Person re-identification (re-ID) via 3D skeleton data is an emerging top...
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03/06/2023
Blockchain-Empowered Lifecycle Management for AI-Generated Content (AIGC) Products in Edge Networks
The rapid development of Artificial IntelligenceGenerated Content (AIGC)...
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03/01/2023
Can ChatGPT Assess Human Personalities? A General Evaluation Framework
Large Language Models (LLMs) especially ChatGPT have produced impressive...
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01/04/2023
Multi-Aspect Explainable Inductive Relation Prediction by Sentence Transformer
Recent studies on knowledge graphs (KGs) show that path-based methods em...
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12/04/2022
Toward Efficient Language Model Pretraining and Downstream Adaptation via Self-Evolution: A Case Study on SuperGLUE
This technical report briefly describes our JDExplore d-team's Vega v2 s...
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11/17/2022
ConNER: Consistency Training for Cross-lingual Named Entity Recognition
Cross-lingual named entity recognition (NER) suffers from data scarcity ...
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11/15/2022
On Inferring User Socioeconomic Status with Mobility Records
When users move in a physical space (e.g., an urban space), they would h...
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11/06/2022
Towards Green Metaverse Networking Technologies, Advancements and Future Directions
As the Metaverse is iteratively being defined, its potential to unleash ...
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10/21/2022
Exploring Representation-Level Augmentation for Code Search
Code search, which aims at retrieving the most relevant code fragment fo...
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10/02/2022
ManiCLIP: Multi-Attribute Face Manipulation from Text
In this paper we present a novel multi-attribute face manipulation metho...
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08/31/2022
Stochastic Resource Allocation for Semantic Communication-aided Virtual Transportation Networks in the Metaverse
The physical-virtual world synchronization to develop the Metaverse will...
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08/25/2022
Skeleton Prototype Contrastive Learning with Multi-Level Graph Relation Modeling for Unsupervised Person Re-Identification
Person re-identification (re-ID) via 3D skeletons is an important emergi...
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08/02/2022
Economics of Semantic Communication System: An Auction Approach
Semantic communication technologies enable wireless edge devices to comm...
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07/29/2022
Paired Cross-Modal Data Augmentation for Fine-Grained Image-to-Text Retrieval
This paper investigates an open research problem of generating text-imag...
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07/29/2022
3D Cartoon Face Generation with Controllable Expressions from a Single GAN Image
In this paper, we investigate an open research task of generating 3D car...
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07/22/2022
Layer-refined Graph Convolutional Networks for Recommendation
Recommendation models utilizing Graph Convolutional Networks (GCNs) have...
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07/13/2022
Bootstrap Latent Representations for Multi-modal Recommendation
This paper studies the multi-modal recommendation problem, where the ite...
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07/06/2022
Towards Counterfactual Image Manipulation via CLIP
Leveraging StyleGAN's expressivity and its disentangled latent codes, ex...
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06/29/2022
On Non-Random Missing Labels in Semi-Supervised Learning
Semi-Supervised Learning (SSL) is fundamentally a missing label problem,...
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06/29/2022
Minimalist and High-performance Conversational Recommendation with Uncertainty Estimation for User Preference
Conversational recommendation system (CRS) is emerging as a user-friendl...
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06/10/2022
Semantic Communications for 6G Future Internet: Fundamentals, Applications, and Challenges
With the increasing demand for intelligent services, the sixth-generatio...
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05/13/2022
DualCF: Efficient Model Extraction Attack from Counterfactual Explanations
Cloud service providers have launched Machine-Learning-as-a-Service (MLa...
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05/02/2022
CCLF: A Contrastive-Curiosity-Driven Learning Framework for Sample-Efficient Reinforcement Learning
In reinforcement learning (RL), it is challenging to learn directly from...
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04/21/2022
SimMC: Simple Masked Contrastive Learning of Skeleton Representations for Unsupervised Person Re-Identification
Recent advances in skeleton-based person re-identification (re-ID) obtai...
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04/19/2022
Quantum-Secured Space-Air-Ground Integrated Networks: Concept, Framework, and Case Study
In the upcoming 6G era, existing terrestrial networks have evolved towar...
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04/11/2022
Semantic Information Market For The Metaverse: An Auction Based Approach
In this paper, we address the networking and communications problems of ...
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03/22/2022
SSD-KD: A Self-supervised Diverse Knowledge Distillation Method for Lightweight Skin Lesion Classification Using Dermoscopic Images
Skin cancer is one of the most common types of malignancy, affecting a l...
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03/10/2022
A Full Dive into Realizing the Edge-enabled Metaverse: Visions, Enabling Technologies,and Challenges
Dubbed "the successor to the mobile Internet", the concept of the Metave...
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03/08/2022
A Dynamic Hierarchical Framework for IoT-assisted Metaverse Synchronization
Metaverse has recently attracted much attention from both academia and i...
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02/12/2022
What Makes Good Contrastive Learning on Small-Scale Wearable-based Tasks?
Self-supervised learning establishes a new paradigm of learning represen...
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02/11/2022
Stochastic Coded Offloading Scheme for Unmanned Aerial Vehicle-Assisted Edge Computing
Unmanned aerial vehicles (UAVs) have gained wide research interests due ...
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01/20/2022
From Psychological Curiosity to Artificial Curiosity: Curiosity-Driven Learning in Artificial Intelligence Tasks
Psychological curiosity plays a significant role in human intelligence t...
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01/05/2022
Realizing the Metaverse with Edge Intelligence: A Match Made in Heaven
Dubbed "the successor to the mobile Internet", the concept of the Metave...
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11/20/2021
Reliable Coded Distributed Computing for Metaverse Services: Coalition Formation and Incentive Mechanism Design
The metaverse is regarded as a new wave of technological transformation ...
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11/07/2021
Wireless Edge-Empowered Metaverse: A Learning-Based Incentive Mechanism for Virtual Reality
The Metaverse is regarded as the next-generation Internet paradigm that ...
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10/31/2021
Optimal Targeted Advertising Strategy For Secure Wireless Edge Metaverse
Recently, Metaverse has attracted increasing attention from both industr...
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10/31/2021
A Dynamic Resource Allocation Framework for Synchronizing Metaverse with IoT Service and Data
Spurred by the severe restrictions on mobility due to the COVID-19 pande...
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10/27/2021
Unified Resource Allocation Framework for the Edge Intelligence-Enabled Metaverse
Dubbed as the next-generation Internet, the metaverse is a virtual world...
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10/20/2021
Hierarchical Aspect-guided Explanation Generation for Explainable Recommendation
Explainable recommendation systems provide explanations for recommendati...
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10/14/2021
GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems
Much recent progress in task-oriented dialogue (ToD) systems has been dr...
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10/04/2021
Learning Structural Representations for Recipe Generation and Food Retrieval
Food is significant to human daily life. In this paper, we are intereste...
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09/29/2021
Geometry-Entangled Visual Semantic Transformer for Image Captioning
Recent advancements of image captioning have featured Visual-Semantic Fu...
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09/28/2021
Dynamics in Coded Edge Computing for IoT: A Fractional Evolutionary Game Approach
Recently, coded distributed computing (CDC), with advantages in intensiv...
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09/22/2021
A Survey on Reinforcement Learning for Recommender Systems
Recommender systems have been widely applied in different real-life scen...
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08/31/2021
MELM: Data Augmentation with Masked Entity Language Modeling for Cross-lingual NER
Data augmentation for cross-lingual NER requires fine-grained control ov...
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08/14/2021
Cross-Modal Graph with Meta Concepts for Video Captioning
Video captioning targets interpreting the complex visual contents as tex...
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08/12/2021