b'Hui Wang'

An Integrated Optimization-Learning Framework for Online Combinatorial Computation Offloading in MEC Networks

Mobile edge computing (MEC) is a promising paradigm to accommodate the i...
04/14/2021 ∙ by Xian Li, et al. ∙ 0 ∙ share

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Large-Scale Approximate k-NN Graph Construction on GPU

k-nearest neighbor graph is a key data structure in many disciplines suc...
03/29/2021 ∙ by Hui Wang, et al. ∙ 0 ∙ share

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Unsupervised Domain Adaptation for Image Classification via Structure-Conditioned Adversarial Learning

Unsupervised domain adaptation (UDA) typically carries out knowledge tra...
03/04/2021 ∙ by Hui Wang, et al. ∙ 0 ∙ share

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Stable Online Computation Offloading via Lyapunov-guided Deep Reinforcement Learning

In this paper, we consider a multi-user mobile-edge computing (MEC) netw...
02/05/2021 ∙ by Suzhi Bi, et al. ∙ 0 ∙ share

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Gain without Pain: Offsetting DP-injected Nosies Stealthily in Cross-device Federated Learning

Federated Learning (FL) is an emerging paradigm through which decentrali...
01/31/2021 ∙ by Wenzhuo Yang, et al. ∙ 0 ∙ share

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Joint Beamforming and Power Control for Throughput Maximization in IRS-assisted MISO WPCNs

Intelligent reflecting surface (IRS) is an emerging technology to enhanc...
12/29/2020 ∙ by Yuan Zheng, et al. ∙ 0 ∙ share

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RecBole: Towards a Unified, Comprehensive and Efficient Framework for Recommendation Algorithms

In recent years, there are a large number of recommendation algorithms p...
11/03/2020 ∙ by Wayne Xin Zhao, et al. ∙ 0 ∙ share

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Lyapunov-guided Deep Reinforcement Learning for Stable Online Computation Offloading in Mobile-Edge Computing Networks

Opportunistic computation offloading is an effective method to improve t...
10/03/2020 ∙ by Suzhi Bi, et al. ∙ 0 ∙ share

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Leveraging Historical Interaction Data for Improving Conversational Recommender System

Recently, conversational recommender system (CRS) has become an emerging...
08/19/2020 ∙ by Kun Zhou, et al. ∙ 1 ∙ share

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S^3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization

Recently, significant progress has been made in sequential recommendatio...
08/18/2020 ∙ by Kun Zhou, et al. ∙ 0 ∙ share

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Memory Efficient Class-Incremental Learning for Image Classification

With the memory-resource-limited constraints, class-incremental learning...
08/04/2020 ∙ by Hanbin Zhao, et al. ∙ 6 ∙ share

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What and Where: Learn to Plug Adapters via NAS for Multi-Domain Learning

As an important and challenging problem, multi-domain learning (MDL) typ...
07/24/2020 ∙ by Hanbin Zhao, et al. ∙ 29 ∙ share

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Throughput Optimization of Intelligent Reflecting Surface Assisted User Cooperation in WPCNs

Intelligent reflecting surface (IRS) can effectively enhance the energy ...
07/19/2020 ∙ by Yuan Zheng, et al. ∙ 0 ∙ share

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Tackling Morpion Solitaire with AlphaZero-likeRanked Reward Reinforcement Learning

Morpion Solitaire is a popular single player game, performed with paper ...
06/14/2020 ∙ by Hui Wang, et al. ∙ 0 ∙ share

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Sequential Recommendation with Self-Attentive Multi-Adversarial Network

Recently, deep learning has made significant progress in the task of seq...
05/21/2020 ∙ by Ruiyang Ren, et al. ∙ 0 ∙ share

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Warm-Start AlphaZero Self-Play Search Enhancements

Recently, AlphaZero has achieved landmark results in deep reinforcement ...
04/26/2020 ∙ by Hui Wang, et al. ∙ 4 ∙ share

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Iterative Context-Aware Graph Inference for Visual Dialog

Visual dialog is a challenging task that requires the comprehension of t...
04/05/2020 ∙ by Dan Guo, et al. ∙ 3 ∙ share

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Analysis of Hyper-Parameters for Small Games: Iterations or Epochs in Self-Play?

The landmark achievements of AlphaGo Zero have created great research in...
03/12/2020 ∙ by Hui Wang, et al. ∙ 1 ∙ share

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Computation Rate Maximization in Wireless Powered MEC with Spread Spectrum Multiple Access

The integration of mobile edge computing (MEC) and wireless power transf...
02/24/2020 ∙ by Yuegui Chen, et al. ∙ 0 ∙ share

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Privacy for All: Demystify Vulnerability Disparity of Differential Privacy against Membership Inference Attack

Machine learning algorithms, when applied to sensitive data, pose a pote...
01/24/2020 ∙ by Bo Zhang, et al. ∙ 0 ∙ share

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A Group Norm Regularized LRR Factorization Model for Spectral Clustering

Spectral clustering is a very important and classic graph clustering met...
01/08/2020 ∙ by Xishun Wang, et al. ∙ 10 ∙ share

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Residual Block-based Multi-Label Classification and Localization Network with Integral Regression for Vertebrae Labeling

Accurate identification and localization of the vertebrae in CT scans is...
01/01/2020 ∙ by Chunli Qin, et al. ∙ 9 ∙ share

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Reusing Wireless Power Transfer for Backscatter-assisted Relaying in WPCNs

User cooperation is an effective technique to tackle the severe near-far...
12/25/2019 ∙ by Yuan Zheng, et al. ∙ 0 ∙ share

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Composing Knowledge Graph Embeddings via Word Embeddings

Learning knowledge graph embedding from an existing knowledge graph is v...
09/09/2019 ∙ by Lianbo Ma, et al. ∙ 0 ∙ share

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Neural Machine Reading Comprehension: Methods and Trends

Machine Reading Comprehension (MRC), which requires the machine to answe...
07/02/2019 ∙ by Shanshan Liu, et al. ∙ 0 ∙ share

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A Semantics-Based Hybrid Approach on Binary Code Similarity Comparison

Binary code similarity comparison is a methodology for identifying simil...
07/01/2019 ∙ by Yikun Hu, et al. ∙ 0 ∙ share

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Quantifying consensus of rankings based on q-support patterns

Rankings, representing preferences over a set of candidates, are widely ...
05/30/2019 ∙ by Zhengui Xue, et al. ∙ 0 ∙ share

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Optimizing Throughput Fairness of Cluster-based Cooperation in Underlay Cognitive WPCNs

In this paper, we consider a secondary wireless powered communication ne...
04/19/2019 ∙ by Lina Yuan, et al. ∙ 0 ∙ share

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Hyper-Parameter Sweep on AlphaZero General

Since AlphaGo and AlphaGo Zero have achieved breakground successes in th...
03/19/2019 ∙ by Hui Wang, et al. ∙ 6 ∙ share

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Democratisation of Usable Machine Learning in Computer Vision

Many industries are now investing heavily in data science and automation...
02/18/2019 ∙ by Raymond Bond, et al. ∙ 0 ∙ share

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Assessing the Potential of Classical Q-learning in General Game Playing

After the recent groundbreaking results of AlphaGo and AlphaZero, we hav...
10/14/2018 ∙ by Hui Wang, et al. ∙ 1 ∙ share

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Integrity Authentication for SQL Query Evaluation on Outsourced Databases: A Survey

Spurred by the development of cloud computing, there has been considerab...
08/24/2018 ∙ by Bo Zhang, et al. ∙ 0 ∙ share

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AuthPDB: Query Authentication for Outsourced Probabilistic Databases

Spurred by developments such as cloud computing, there are increasing ef...
08/24/2018 ∙ by Bo Zhang, et al. ∙ 0 ∙ share

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BinMatch: A Semantics-based Hybrid Approach on Binary Code Clone Analysis

Binary code clone analysis is an important technique which has a wide ra...
08/19/2018 ∙ by Yikun Hu, et al. ∙ 0 ∙ share

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A Study of Deep Feature Fusion based Methods for Classifying Multi-lead ECG

An automatic classification method has been studied to effectively detec...
08/06/2018 ∙ by Bin Chen, et al. ∙ 0 ∙ share

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Approximation by filter functions

In this exploratory article, we draw attention to the common formal grou...
06/20/2018 ∙ by Ivo Düntsch, et al. ∙ 0 ∙ share

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Two-dimensional optomechanics formed by the graphene sheet and photonic crystal cavity

We theoretically study photon transmission and mechanical ground state c...
06/03/2018 ∙ by Hui Wang, et al. ∙ 0 ∙ share

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Tunable two-dimensional degenerate optomechanical system

We theoretically study photon transmission and mechanical ground state c...
06/03/2018 ∙ by Hui Wang, et al. ∙ 0 ∙ share

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Tunable degenerate two-dimensional optomechanical system

We theoretically study photon transmission and mechanical ground state c...
06/03/2018 ∙ by Hui Wang, et al. ∙ 0 ∙ share

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Minimum Margin Loss for Deep Face Recognition

Face recognition has achieved great progress owing to the fast developme...
05/17/2018 ∙ by Xin Wei, et al. ∙ 0 ∙ share

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Monte Carlo Q-learning for General Game Playing

Recently, the interest in reinforcement learning in game playing has bee...
02/16/2018 ∙ by Hui Wang, et al. ∙ 0 ∙ share

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Prediction of Sea Surface Temperature using Long Short-Term Memory

This letter adopts long short-term memory(LSTM) to predict sea surface t...
05/19/2017 ∙ by Qin Zhang, et al. ∙ 0 ∙ share

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Concordance and the Smallest Covering Set of Preference Orderings

Preference orderings are orderings of a set of items according to the pr...
09/15/2016 ∙ by Zhiwei Lin, et al. ∙ 0 ∙ share

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A machine learning method for the large-scale evaluation of urban visual environment

Given the size of modern cities in the urbanising age, it is beyond the ...
08/11/2016 ∙ by Lun Liu, et al. ∙ 0 ∙ share

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OR-Benchmark: An Open and Reconfigurable Digital Watermarking Benchmarking Framework

Benchmarking digital watermarking algorithms is not an easy task because...
05/31/2015 ∙ by Hui Wang, et al. ∙ 0 ∙ share

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Information-theoretic Interestingness Measures for Cross-Ontology Data Mining

Community annotation of biological entities with concepts from multiple ...
04/29/2015 ∙ by Prashanti Manda, et al. ∙ 0 ∙ share

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Hui Wang

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