b'Jun Wu'

research

∙ 12/26/2022

Fabrication Sequence Optimization for Minimizing Distortion in Multi-Axis Additive Manufacturing

Additive manufacturing of metal parts involves phase transformations and...

Weiming Wang, et al. ∙

research

∙ 12/21/2022

Device-Bind Key-Storageless Hardware AI Model IP Protection: A PUF and Permute-Diffusion Encryption-Enabled Approach

Machine learning as a service (MLaaS) framework provides intelligent ser...

Qianqian Pan, et al. ∙

research

∙ 12/15/2022

Non-IID Transfer Learning on Graphs

Transfer learning refers to the transfer of knowledge or information fro...

Jun Wu, et al. ∙

research

∙ 10/12/2022

RING++: Roto-translation Invariant Gram for Global Localization on a Sparse Scan Map

Global localization plays a critical role in many robot applications. Li...

Xuecheng Xu, et al. ∙

research

∙ 07/19/2022

A Streamline-guided De-Homogenization Approach for Structural Design

We present a novel de-homogenization approach for efficient design of hi...

Junpeng Wang, et al. ∙

research

∙ 07/05/2022

A Unified Meta-Learning Framework for Dynamic Transfer Learning

Transfer learning refers to the transfer of knowledge or information fro...

Jun Wu, et al. ∙

research

∙ 07/01/2022

Towards Two-view 6D Object Pose Estimation: A Comparative Study on Fusion Strategy

Current RGB-based 6D object pose estimation methods have achieved notice...

Jun Wu, et al. ∙

research

∙ 06/23/2022

LightFR: Lightweight Federated Recommendation with Privacy-preserving Matrix Factorization

Federated recommender system (FRS), which enables many local devices to ...

Honglei Zhang, et al. ∙

research

∙ 02/17/2022

LiDAR-Inertial 3D SLAM with Plane Constraint for Multi-story Building

The ubiquitous planes and structural consistency are the most apparent f...

Jiashi Zhang, et al. ∙

research

∙ 01/14/2022

Adaptive Transfer Learning for Plant Phenotyping

Plant phenotyping (Guo et al. 2021; Pieruschka et al. 2019) focuses on s...

Jun Wu, et al. ∙

research

∙ 12/16/2021

3D-TSV: The 3D Trajectory-based Stress Visualizer

We present the 3D Trajectory-based Stress Visualizer (3D-TSV), a visual ...

Junpeng Wang, et al. ∙

research

∙ 09/25/2021

Learning Stereopsis from Geometric Synthesis for 6D Object Pose Estimation

Current monocular-based 6D object pose estimation methods generally achi...

Jun Wu, et al. ∙

research

∙ 09/02/2021

RF-LighGBM: A probabilistic ensemble way to predict customer repurchase behaviour in community e-commerce

It is reported that the number of online payment users in China has reac...

Liping Yang, et al. ∙

research

∙ 08/22/2021

Stress Topology Analysis for Porous Infill Optimization

The optimization of porous infill structures via local volume constraint...

Junpeng Wang, et al. ∙

research

∙ 07/27/2021

QoS-aware User Grouping Strategy for Downlink Multi-Cell NOMA Systems

In multi-cell non-orthogonal multiple access (NOMA) systems, designing a...

Fengqian Guo, et al. ∙

research

∙ 03/15/2021

Automatically Lock Your Neural Networks When You're Away

The smartphone and laptop can be unlocked by face or fingerprint recogni...

Ge Ren, et al. ∙

research

∙ 03/03/2021

Dynamic Offloading Design in Time-Varying Mobile Edge Networks with Deep Reinforcement Learning Approach

Mobile edge computing (MEC) is regarded as a promising wireless access a...

Liang Yu, et al. ∙

research

∙ 03/03/2021

QoS-Driven Resource Optimization for Intelligent Fog Radio Access Network: A Dynamic Power Allocation Perspective

The fog radio access network (Fog-RAN) has been considered a promising w...

Jun Yu, et al. ∙

research

∙ 02/28/2021

Cache Placement Optimization in Mobile Edge Computing Networks with Unaware Environment – An Extended Multi-armed Bandit Approach

Caching high-frequency reuse contents at the edge servers in the mobile ...

Yuqi Han, et al. ∙

research

∙ 02/26/2021

A Universal Model for Cross Modality Mapping by Relational Reasoning

With the aim of matching a pair of instances from two different modaliti...

Zun Li, et al. ∙

research

∙ 12/29/2020

Leveraging AI and Intelligent Reflecting Surface for Energy-Efficient Communication in 6G IoT

The ever-increasing data traffic, various delay-sensitive services, and ...

Qianqian Pan, et al. ∙

research

∙ 12/22/2020

Sensing and Reconstruction of 3D Deformation on Pneumatic Soft Robots

Real-time proprioception is a challenging problem for soft robots, which...

Rob B. N. Scharff, et al. ∙

research

∙ 12/12/2020

GAN-based Recommendation with Positive-Unlabeled Sampling

Recommender systems are popular tools for information retrieval tasks on...

Yao Zhou, et al. ∙

research

∙ 11/02/2020

Search-based Kinodynamic Motion Planning for Omnidirectional Quadruped Robots

Autonomous navigation has played an increasingly significant role in qua...

Pei Wang, et al. ∙

research

∙ 11/01/2020

Bound Controller for a Quadruped Robot using Pre-Fitting Deep Reinforcement Learning

The bound gait is an important gait in quadruped robot locomotion. It ca...

Anqiao Li, et al. ∙

research

∙ 10/24/2020

REDE: End-to-end Object 6D Pose Robust Estimation Using Differentiable Outliers Elimination

Object 6D pose estimation is a fundamental task in many applications. Co...

Weitong Hua, et al. ∙

research

∙ 09/18/2020

Robust Decentralized Learning for Neural Networks

In decentralized learning, data is distributed among local clients which...

Yao Zhou, et al. ∙

research

∙ 06/10/2020

Structure Learning for Cyclic Linear Causal Models

We consider the problem of structure learning for linear causal models b...

Carlos Améndola, et al. ∙

research

∙ 06/05/2020

Continuous Transfer Learning with Label-informed Distribution Alignment

Transfer learning has been successfully applied across many high-impact ...

Jun Wu, et al. ∙

research

∙ 04/28/2020

A framework for adaptive width control of dense contour-parallel toolpaths in fused deposition modeling

3D printing techniques such as Fused Deposition Modeling (FDM) have enab...

Tim Kuipers, et al. ∙

research

∙ 04/17/2020

Fitting the Search Space of Weight-sharing NAS with Graph Convolutional Networks

Neural architecture search has attracted wide attentions in both academi...

Xin Chen, et al. ∙

research

∙ 12/23/2019

Progressive DARTS: Bridging the Optimization Gap for NAS in the Wild

With the rapid development of neural architecture search (NAS), research...

Xin Chen, et al. ∙

research

∙ 12/20/2019

Robust Data Preprocessing for Machine-Learning-Based Disk Failure Prediction in Cloud Production Environments

To provide proactive fault tolerance for modern cloud data centers, exte...

Shujie Han, et al. ∙

research

∙ 11/20/2019

Hierarchical Attention Networks for Medical Image Segmentation

The medical image is characterized by the inter-class indistinction, hig...

Fei Ding, et al. ∙

research

∙ 06/07/2019

CrossFill: Foam Structures with Graded Density for Continuous Material Extrusion

The fabrication flexibility of 3D printing has sparked a lot of interest...

Tim Kuipers, et al. ∙

research

∙ 06/05/2019

DEMO-Net: Degree-specific Graph Neural Networks for Node and Graph Classification

Graph data widely exist in many high-impact applications. Inspired by th...

Jun Wu, et al. ∙

research

∙ 05/08/2019

Design and Optimization of Conforming Lattice Structures

Inspired by natural cellular materials such as trabecular bone, lattice ...

Jun Wu, et al. ∙

research

∙ 04/29/2019

Progressive Differentiable Architecture Search: Bridging the Depth Gap between Search and Evaluation

Recently, differentiable search methods have made major progress in redu...

Xin Chen, et al. ∙

research

∙ 01/19/2019

Market Manipulation of Bitcoin: Evidence from Mining the Mt. Gox Transaction Network

The cryptocurrency market is a very huge market without effective superv...

Weili Chen, et al. ∙

research

∙ 12/29/2018

Autoencoder Based Residual Deep Networks for Robust Regression Prediction and Spatiotemporal Estimation

To have a superior generalization, a deep learning neural network often ...

Lianfa Li, et al. ∙

research

∙ 10/25/2018

An Efficient Encryption Scheme with Verifiable Outsourced Decryption in Mobile Cloud Computing

With the increasing number of mobile applications and the popularity of ...

Jing Li, et al. ∙

research

∙ 10/25/2018

Achieving Efficient and Secure Data Acquisition for Cloud-supported Internet of Things in Smart Grid

Cloud-supported Internet of Things (Cloud-IoT) has been broadly deployed...

Zhitao Guan, et al. ∙

research

∙ 08/28/2018

Fog-enabled Edge Learning for Cognitive Content-Centric Networking in 5G

By caching content at network edges close to the users, the content-cent...

Gaolei Li, et al. ∙

research

∙ 08/14/2018

Optimization and projection of coated structures with orthotropic infill material

The purpose of this work is two-fold. First, we introduce an efficient h...

Jeroen Groen, et al. ∙

research

∙ 02/03/2018

Mobile Energy Internet

Similar to the evolution from wired Internet to mobile Internet (MI), th...

Mingqing Liu, et al. ∙

research

∙ 12/12/2017

Continuous Optimization of Adaptive Quadtree Structures

We present a novel continuous optimization method to the discrete proble...

Jun Wu, et al. ∙

research

∙ 12/12/2017

To Refine or Not to Refine: Topology Optimization of Adaptively Refined Infill Structures for Additive Manufacturing

We present a novel method for optimizing structures by adaptively refini...

Jun Wu, et al. ∙

research

∙ 03/11/2017

Neural method for Explicit Mapping of Quasi-curvature Locally Linear Embedding in image retrieval

This paper proposed a new explicit nonlinear dimensionality reduction us...

Shenglan Liu, et al. ∙

research

∙ 09/24/2016

Perceptual uniform descriptor and Ranking on manifold: A bridge between image representation and ranking for image retrieval

Incompatibility of image descriptor and ranking is always neglected in i...

Shenglan Liu, et al. ∙

research

∙ 09/24/2016

Three Tiers Neighborhood Graph and Multi-graph Fusion Ranking for Multi-feature Image Retrieval: A Manifold Aspect

Single feature is inefficient to describe content of an image, which is ...

Shenglan Liu, et al. ∙

Jun Wu

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