b'Gang Liu'

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 ...

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...

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...

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 ...

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...

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...

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...

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...

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...

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...

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...

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...

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...

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...

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...

Yu Yu, et al. ∙

research

∙ 04/20/2019

A Differential Approach for Gaze Estimation

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

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 ...

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...

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...

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...

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...

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...

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...

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...

Gang Liu, et al. ∙

Gang Liu

Featured Co-authors

Wei Wang

Wei Chen

Jun Liu

Furu Wei

Zhuo Chen

Jing Wang

Pan Zhou

Jinyu Li

Jian Wu

Yang Li

Yu Wu

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

Graph Rationalization with Environment-based Augmentations

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

Graph Data Augmentation for Graph Machine Learning: A Survey

Counterfactual Graph Learning for Link Prediction

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

Microsoft Speaker Diarization System for the VoxCeleb Speaker Recognition Challenge 2020

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

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

Muscle Synergy and Coupling for Hand

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

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

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

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

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

A Differential Approach for Gaze Estimation

On Inertial Navigation and Attitude Initialization in Polar Areas

An Online Attention-based Model for Speech Recognition

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

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

MetaLDA: a Topic Model that Efficiently Incorporates Meta information

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

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

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