Yaochu Jin

is this you? claim profile

0 followers
University of Surrey

Featured Co-authors

Rui Wang
160 publications
Yu Chen
90 publications
Abhishek Gupta
70 publications
Bin Liu
64 publications
Jia Liu
60 publications
Yang Chen
54 publications
Yew Soon Ong
35 publications
Yuan Yuan
33 publications
Kay Chen Tan
22 publications
Qingfu Zhang
21 publications
Ye Tian
17 publications

Multi-objective Search of Robust Neural Architectures against Multiple Types of Adversarial Attacks

Many existing deep learning models are vulnerable to adversarial example...
01/16/2021 ∙ by Jia Liu, et al. ∙ 10 ∙ share

read it
Adaptive Prototypical Networks with Label Words and Joint Representation Learning for Few-Shot Relation Classification

Relation classification (RC) task is one of fundamental tasks of informa...
01/10/2021 ∙ by Yan Xiao, et al. ∙ 8 ∙ share

read it
Incremental Data-driven Optimization of Complex Systems in Nonstationary Environments

Existing work on data-driven optimization focuses on problems in static ...
12/14/2020 ∙ by Cuie Yang, et al. ∙ 0 ∙ share

read it
Distributed Additive Encryption and Quantization for Privacy Preserving Federated Deep Learning

Homomorphic encryption is a very useful gradient protection technique us...
11/25/2020 ∙ by Hangyu Zhu, et al. ∙ 0 ∙ share

read it
Image Clustering using an Augmented Generative Adversarial Network and Information Maximization

Image clustering has recently attracted significant attention due to the...
11/08/2020 ∙ by Foivos Ntelemis, et al. ∙ 26 ∙ share

read it
From Federated Learning to Federated Neural Architecture Search: A Survey

Federated learning is a recently proposed distributed machine learning p...
09/12/2020 ∙ by Hangyu Zhu, et al. ∙ 0 ∙ share

read it
Generation of Consistent Sets of Multi-Label Classification Rules with a Multi-Objective Evolutionary Algorithm

Multi-label classification consists in classifying an instance into two ...
03/27/2020 ∙ by Thiago Zafalon Miranda, et al. ∙ 0 ∙ share

read it
Sampled Training and Node Inheritance for Fast Evolutionary Neural Architecture Search

The performance of a deep neural network is heavily dependent on its arc...
03/07/2020 ∙ by Haoyu Zhang, et al. ∙ 0 ∙ share

read it
Ternary Compression for Communication-Efficient Federated Learning

Learning over massive data stored in different locations is essential in...
03/07/2020 ∙ by Jinjin Xu, et al. ∙ 0 ∙ share

read it
Real-time Federated Evolutionary Neural Architecture Search

Federated learning is a distributed machine learning approach to privacy...
03/04/2020 ∙ by Hangyu Zhu, et al. ∙ 0 ∙ share

read it
A Survey of Deep Learning Applications to Autonomous Vehicle Control

Designing a controller for autonomous vehicles capable of providing adeq...
12/23/2019 ∙ by Sampo Kuutti, et al. ∙ 41 ∙ share

read it
CMSN: Continuous Multi-stage Network and Variable Margin Cosine Loss for Temporal Action Proposal Generation

Accurately locating the start and end time of an action in untrimmed vid...
11/14/2019 ∙ by Yushuai Hu, et al. ∙ 8 ∙ share

read it
Identification of Interaction Clusters Using a Semi-supervised Hierarchical Clustering Method

Motivation: Identifying interaction clusters of large gene regulatory ne...
10/20/2019 ∙ by Yu Chen, et al. ∙ 0 ∙ share

read it
Evolutionary Multi-Objective Optimization Driven by Generative Adversarial Networks (GANs)

Recently, more and more works have proposed to drive evolutionary algori...
10/11/2019 ∙ by Cheng He, et al. ∙ 20 ∙ share

read it
Evolutionary Multi-Objective Optimization Driven by Generative Adversarial Networks

Recently, more and more works have proposed to drive evolutionary algori...
07/10/2019 ∙ by Cheng He, et al. ∙ 12 ∙ share

read it
Communication-Efficient Federated Deep Learning with Asynchronous Model Update and Temporally Weighted Aggregation

Federated learning obtains a central model on the server by aggregating ...
03/18/2019 ∙ by Yang Chen, et al. ∙ 0 ∙ share

read it
Multi-objective Evolutionary Federated Learning

Federated learning is an emerging technique used to prevent the leakage ...
12/18/2018 ∙ by Hangyu Zhu, et al. ∙ 40 ∙ share

read it
A Particle Filter based Multi-Objective Optimization Algorithm: PFOPS

This letter is concerned with a recently developed paradigm of populatio...
08/28/2018 ∙ by Bin Liu, et al. ∙ 0 ∙ share

read it
Evolutionary Multitasking for Multiobjective Continuous Optimization: Benchmark Problems, Performance Metrics and Baseline Results

In this report, we suggest nine test problems for multi-task multi-objec...
06/08/2017 ∙ by Yuan Yuan, et al. ∙ 0 ∙ share

read it
An Efficient Method for online Detection of Polychronous Patterns in Spiking Neural Network

Polychronous neural groups are effective structures for the recognition ...
02/20/2017 ∙ by Joseph Chrol-Cannon, et al. ∙ 0 ∙ share

read it
PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization

Over the last three decades, a large number of evolutionary algorithms h...
01/04/2017 ∙ by Ye Tian, et al. ∙ 0 ∙ share

read it