b'Gang Liu'

research

∙ 09/06/2023

On the Line-Separable Unit-Disk Coverage and Related Problems

Given a set P of n points and a set S of m disks in the plane, the disk ...

0 Gang Liu, et al. ∙

research

∙ 08/08/2023

Low-complexity Resource Allocation for User Paired RSMA in Future 6G Wireless Networks

Rate-splitting multiple access (RSMA) uplink requires optimization of de...

0 Jiewen Hu, et al. ∙

research

∙ 05/25/2023

pFedSim: Similarity-Aware Model Aggregation Towards Personalized Federated Learning

The federated learning (FL) paradigm emerges to preserve data privacy du...

0 Jiahao Tan, et al. ∙

research

∙ 05/20/2023

Semi-Supervised Graph Imbalanced Regression

Data imbalance is easily found in annotated data when the observations o...

0 Gang Liu, et al. ∙

research

∙ 05/15/2023

Geometric Hitting Set for Line-Constrained Disks and Related Problems

Given a set P of n weighted points and a set S of m disks in the plane, ...

0 Gang Liu, et al. ∙

research

∙ 03/17/2023

Data-Centric Learning from Unlabeled Graphs with Diffusion Model

Graph property prediction tasks are important and numerous. While each t...

0 Gang Liu, et al. ∙

research

∙ 02/17/2023

Improving Transformer-based Networks With Locality For Automatic Speaker Verification

Recently, Transformer-based architectures have been explored for speaker...

0 Mufan Sang, et al. ∙

research

∙ 12/30/2022

Deep Hierarchy Quantization Compression algorithm based on Dynamic Sampling

Unlike traditional distributed machine learning, federated learning stor...

0 Wan Jiang, et al. ∙

research

∙ 12/16/2022

LEDCNet: A Lightweight and Efficient Semantic Segmentation Algorithm Using Dual Context Module for Extracting Ground Objects from UAV Aerial Remote Sensing Images

Semantic segmentation of UAV aerial remote sensing images provides a mor...

0 Xiaoxiang Han, et al. ∙

research

∙ 09/22/2022

The Microsoft System for VoxCeleb Speaker Recognition Challenge 2022

In this report, we describe our submitted system for track 2 of the VoxC...

0 Gang Liu, et al. ∙

research

∙ 09/19/2022

D D: Learning Human Dynamics from Dynamic Camera

3D human pose estimation from a monocular video has recently seen signif...

0 Jiefeng Li, et al. ∙

research

∙ 07/09/2022

On the Relationship Between Counterfactual Explainer and Recommender

Recommender systems employ machine learning models to learn from histori...

0 Gang Liu, et al. ∙

research

∙ 06/18/2022

Off-Network Communications For Future Railway Mobile Communication Systems: Challenges and Opportunities

GSM-R is predicted to be obsoleted by 2030, and a suitable successor is ...

0 Jiewen Hu, et al. ∙

research

∙ 06/06/2022

Graph Rationalization with Environment-based Augmentations

Rationale is defined as a subset of input features that best explains or...

0 Gang Liu, et al. ∙

research

∙ 04/27/2022

Why does Self-Supervised Learning for Speech Recognition Benefit Speaker Recognition?

Recently, self-supervised learning (SSL) has demonstrated strong perform...

0 Sanyuan Chen, et al. ∙

research

∙ 02/17/2022

Graph Data Augmentation for Graph Machine Learning: A Survey

Data augmentation has recently seen increased interest in graph machine ...

0 Tong Zhao, et al. ∙

research

∙ 06/03/2021

Counterfactual Graph Learning for Link Prediction

Learning to predict missing links is important for many graph-based appl...

0 Tong Zhao, et al. ∙

research

∙ 11/07/2020

EHAP-ORAM: Efficient Hardware-Assisted Persistent ORAM System for Non-volatile Memory

Oblivious RAM (ORAM) protected access pattern is essential for secure NV...

0 Gang Liu, et al. ∙

research

∙ 10/22/2020

Microsoft Speaker Diarization System for the VoxCeleb Speaker Recognition Challenge 2020

This paper describes the Microsoft speaker diarization system for monaur...

0 Xiong Xiao, et al. ∙

research

∙ 06/04/2020

A Polynomial Neural network with Controllable Precision and Human-Readable Topology II: Accelerated Approach Based on Expanded Layer

How about converting Taylor series to a network to solve the black-box n...

0 Gang Liu, et al. ∙

research

∙ 04/25/2020

A Relation Spectrum Inheriting Taylor Series: Muscle Synergy and Coupling for Hand

There are two famous function decomposition methods in math: 1) Taylor S...

0 Gang Liu, et al. ∙

research

∙ 04/25/2020

Muscle Synergy and Coupling for Hand

The knowledge of the intuitive link between muscle activity and the fing...

0 Gang Liu, et al. ∙

research

∙ 04/08/2020

A Polynomial Neural Network with Controllable Precision and Human-Readable Topology for Prediction and System Identification

Although the success of artificial neural networks (ANNs), there is stil...

0 Gang Liu, et al. ∙

research

∙ 11/07/2019

Efficient Spatial Nearest Neighbor Queries Based on Multi-layer Voronoi Diagrams

Nearest neighbor (NN) problem is an important scientific problem. The NN...

0 Yang Li, et al. ∙

research

∙ 11/05/2019

A Heuristic Algorithm Based on Tour Rebuilding Operator for the Traveling Salesman Problem

TSP (Traveling Salesman Problem), a classic NP-complete problem in combi...

0 Yang Li, et al. ∙

research

∙ 05/31/2019

When Full Duplex Wireless Meets Non-Orthogonal Multiple Access: Opportunities and Challenges

Non-orthogonal multiple access (NOMA) is a promising radio access techno...

0 Xianhao Chen, et al. ∙

research

∙ 04/24/2019

Improving Few-Shot User-Specific Gaze Adaptation via Gaze Redirection Synthesis

As an indicator of human attention gaze is a subtle behavioral cue which...

0 Yu Yu, et al. ∙

research

∙ 04/20/2019

A Differential Approach for Gaze Estimation

Non-invasive gaze estimation methods usually regress gaze directions dir...

8 Gang Liu, et al. ∙

research

∙ 03/28/2019

On Inertial Navigation and Attitude Initialization in Polar Areas

Inertial navigation and attitude initialization in polar areas become a ...

0 Yuanxin Wu, et al. ∙

research

∙ 11/13/2018

An Online Attention-based Model for Speech Recognition

Attention-based end-to-end (E2E) speech recognition models such as Liste...

0 Ruchao Fan, et al. ∙

research

∙ 03/03/2018

An Ensemble Framework of Voice-Based Emotion Recognition System for Films and TV Programs

Employing voice-based emotion recognition function in artificial intelli...

0 Fei Tao, et al. ∙

research

∙ 10/27/2017

Advanced LSTM: A Study about Better Time Dependency Modeling in Emotion Recognition

Long short-term memory (LSTM) is normally used in recurrent neural netwo...

0 Fei Tao, et al. ∙

research

∙ 09/19/2017

MetaLDA: a Topic Model that Efficiently Incorporates Meta information

Besides the text content, documents and their associated words usually c...

0 He Zhao, et al. ∙

research

∙ 01/17/2015

Meaningful Objects Segmentation from SAR Images via A Multi-Scale Non-Local Active Contour Model

The segmentation of synthetic aperture radar (SAR) images is a longstand...

0 Gui-Song Xia, et al. ∙

research

∙ 12/24/2013

New explicit thresholding/shrinkage formulas for one class of regularization problems with overlapping group sparsity and their applications

The least-square regression problems or inverse problems have been widel...

0 Gang Liu, et al. ∙

research

∙ 12/21/2013

Total variation with overlapping group sparsity for image deblurring under impulse noise

The total variation (TV) regularization method is an effective method fo...

0 Gang Liu, et al. ∙

Gang Liu

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