b'Min Liu'

research

∙ 05/24/2023

Deep Ritz Method with Adaptive Quadrature for Linear Elasticity

In this paper, we study the deep Ritz method for solving the linear elas...

0 Min Liu, et al. ∙

research

∙ 04/12/2023

FedTrip: A Resource-Efficient Federated Learning Method with Triplet Regularization

In the federated learning scenario, geographically distributed clients c...

0 Xujing Li, et al. ∙

research

∙ 03/31/2023

Selective Knowledge Distillation for Non-Autoregressive Neural Machine Translation

Benefiting from the sequence-level knowledge distillation, the Non-Autor...

0 Min Liu, et al. ∙

research

∙ 03/07/2023

Resource-aware Probability-based Collaborative Odor Source Localization Using Multiple UAVs

Benefitting from UAVs' characteristics of flexible deployment and contro...

0 Shan Wang, et al. ∙

research

∙ 02/17/2023

Online Spatio-Temporal Correlation-Based Federated Learning for Traffic Flow Forecasting

Traffic flow forecasting (TFF) is of great importance to the constructio...

0 Qingxiang Liu, et al. ∙

research

∙ 01/15/2023

Least-Squares Neural Network (LSNN) Method for Linear Advection-Reaction Equation: General Discontinuous Interface

We studied the least-squares ReLU neural network method (LSNN) for solvi...

0 Zhiqiang Cai, et al. ∙

research

∙ 01/14/2023

Survey of Knowledge Distillation in Federated Edge Learning

The increasing demand for intelligent services and privacy protection of...

0 Zhiyuan Wu, et al. ∙

research

∙ 01/07/2023

A Personalized Utterance Style (PUS) based Dialogue Strategy for Efficient Service Requirement Elicitation

With the flourish of services on the Internet, a prerequisite for servic...

0 Demin Yu, et al. ∙

research

∙ 01/01/2023

FedICT: Federated Multi-task Distillation for Multi-access Edge Computing

The growing interest in intelligent services and privacy protection for ...

0 Zhiyuan Wu, et al. ∙

research

∙ 10/12/2022

THUEE system description for NIST 2020 SRE CTS challenge

This paper presents the system description of the THUEE team for the NIS...

1 Yu Zheng, et al. ∙

research

∙ 09/23/2022

The SpeakIn Speaker Verification System for Far-Field Speaker Verification Challenge 2022

This paper describes speaker verification (SV) systems submitted by the ...

0 Yu Zheng, et al. ∙

research

∙ 09/22/2022

The SpeakIn System Description for CNSRC2022

This report describes our speaker verification systems for the tasks of ...

0 Yu Zheng, et al. ∙

research

∙ 09/18/2022

Imbalanced Nodes Classification for Graph Neural Networks Based on Valuable Sample Mining

Node classification is an important task in graph neural networks, but m...

9 Min Liu, et al. ∙

research

∙ 08/25/2022

Towards Federated Learning against Noisy Labels via Local Self-Regularization

Federated learning (FL) aims to learn joint knowledge from a large scale...

1 Xuefeng Jiang, et al. ∙

research

∙ 07/23/2022

FastATDC: Fast Anomalous Trajectory Detection and Classification

Automated detection of anomalous trajectories is an important problem wi...

0 Tianle Ni, et al. ∙

research

∙ 05/17/2022

HoVer-Trans: Anatomy-aware HoVer-Transformer for ROI-free Breast Cancer Diagnosis in Ultrasound Images

Ultrasonography is an important routine examination for breast cancer di...

0 Yuhao Mo, et al. ∙

research

∙ 04/14/2022

Exploring the Distributed Knowledge Congruence in Proxy-data-free Federated Distillation

Federated learning (FL) is a distributed machine learning paradigm in wh...

0 Zhiyuan Wu, et al. ∙

research

∙ 04/03/2022

Learning High-DOF Reaching-and-Grasping via Dynamic Representation of Gripper-Object Interaction

We approach the problem of high-DOF reaching-and-grasping via learning j...

0 Qijin She, et al. ∙

research

∙ 02/25/2022

Bidding Agent Design in the LinkedIn Ad Marketplace

We establish a general optimization framework for the design of automate...

1 Yuan Gao, et al. ∙

research

∙ 01/27/2022

The MSXF TTS System for ICASSP 2022 ADD Challenge

This paper presents our MSXF TTS system for Task 3.1 of the Audio Deep S...

0 Chunyong Yang, et al. ∙

research

∙ 11/29/2021

Just Least Squares: Binary Compressive Sampling with Low Generative Intrinsic Dimension

In this paper, we consider recovering n dimensional signals from m binar...

0 Yuling Jiao, et al. ∙

research

∙ 11/23/2021

A Global Two-stage Algorithm for Non-convex Penalized High-dimensional Linear Regression Problems

By the asymptotic oracle property, non-convex penalties represented by m...

0 Peili Li, et al. ∙

research

∙ 10/21/2021

Finite Volume Least-Squares Neural Network (FV-LSNN) Method for Scalar Nonlinear Hyperbolic Conservation Laws

In [4], we introduced the least-squares ReLU neural network (LSNN) metho...

0 Zhiqiang Cai, et al. ∙

research

∙ 10/19/2021

Rep Works in Speaker Verification

Multi-branch convolutional neural network architecture has raised lots o...

0 Yufeng Ma, et al. ∙

research

∙ 10/11/2021

Multi-query multi-head attention pooling and Inter-topK penalty for speaker verification

This paper describes the multi-query multi-head attention (MQMHA) poolin...

0 Miao Zhao, et al. ∙

research

∙ 10/10/2021

Poformer: A simple pooling transformer for speaker verification

Most recent speaker verification systems are based on extracting speaker...

0 Yufeng Ma, et al. ∙

research

∙ 09/18/2021

Coordinate Descent for MCP/SCAD Penalized Least Squares Converges Linearly

Recovering sparse signals from observed data is an important topic in si...

0 Yuling Jiao, et al. ∙

research

∙ 09/08/2021

Beijing ZKJ-NPU Speaker Verification System for VoxCeleb Speaker Recognition Challenge 2021

In this report, we describe the Beijing ZKJ-NPU team submission to the V...

0 Li Zhang, et al. ∙

research

∙ 09/08/2021

Joint Search of Optimal Topology and Trajectory for Planar Linkages

We present an algorithm to compute planar linkage topology and geometry,...

0 Zherong Pan, et al. ∙

research

∙ 09/07/2021

Self-adaptive deep neural network: Numerical approximation to functions and PDEs

Designing an optimal deep neural network for a given task is important a...

0 Zhiqiang Cai, et al. ∙

research

∙ 09/05/2021

The SpeakIn System for VoxCeleb Speaker Recognition Challange 2021

This report describes our submission to the track 1 and track 2 of the V...

0 Miao Zhao, et al. ∙

research

∙ 08/23/2021

Multi-Expert Adversarial Attack Detection in Person Re-identification Using Context Inconsistency

The success of deep neural networks (DNNs) haspromoted the widespread ap...

0 Xueping Wang, et al. ∙

research

∙ 07/19/2021

Adaptive Two-Layer ReLU Neural Network: I. Best Least-squares Approximation

In this paper, we introduce adaptive neuron enhancement (ANE) method for...

0 Min Liu, et al. ∙

research

∙ 07/14/2021

Adaptive Two-Layer ReLU Neural Network: II. Ritz Approximation to Elliptic PDEs

In this paper, we study adaptive neuron enhancement (ANE) method for sol...

0 Min Liu, et al. ∙

research

∙ 06/09/2021

Deep Tiny Network for Recognition-Oriented Face Image Quality Assessment

Face recognition has made significant progress in recent years due to de...

0 Baoyun Peng, et al. ∙

research

∙ 05/25/2021

Least-Squares ReLU Neural Network (LSNN) Method For Linear Advection-Reaction Equation

This paper studies least-squares ReLU neural network method for solving ...

0 Zhiqiang Cai, et al. ∙

research

∙ 05/25/2021

Least-Squares ReLU Neural Network (LSNN) Method For Scalar Nonlinear Hyperbolic Conservation Law

We introduced the least-squares ReLU neural network (LSNN) method for so...

0 Zhiqiang Cai, et al. ∙

research

∙ 12/16/2020

Trustworthy Online Marketplace Experimentation with Budget-split Design

Online experimentation, also known as A/B testing, is the gold standard ...

0 Min Liu, et al. ∙

research

∙ 11/02/2020

Learning generic feature representation with synthetic data for weakly-supervised sound event detection by inter-frame distance loss

Due to the limitation of strong-labeled sound event detection data set, ...

0 Yuxin Huang, et al. ∙

research

∙ 09/03/2020

User Intention Recognition and Requirement Elicitation Method for Conversational AI Services

In recent years, chat-bot has become a new type of intelligent terminal ...

10 Junrui Tian, et al. ∙

research

∙ 07/21/2020

Guided multi-branch learning systems for DCASE 2020 Task 4

In this paper, we describe in detail our systems for DCASE 2020 Task 4. ...

0 Yuxin Huang, et al. ∙

research

∙ 07/21/2020

Learning Person Re-identification Models from Videos with Weak Supervision

Most person re-identification methods, being supervised techniques, suff...

0 Xueping Wang, et al. ∙

research

∙ 02/04/2020

Deep Differentiable Grasp Planner for High-DOF Grippers

We present an end-to-end algorithm for training deep neural networks to ...

0 Min Liu, et al. ∙

research

∙ 11/05/2019

Deep least-squares methods: an unsupervised learning-based numerical method for solving elliptic PDEs

This paper studies an unsupervised deep learning-based numerical approac...

23 Zhiqiang Cai, et al. ∙

research

∙ 09/12/2019

New Formulation of Mixed-Integer Conic Programming for Globally Optimal Grasp Planning

We present a two-level branch-and-bound (BB) algorithm to compute the gl...

0 Min Liu, et al. ∙

research

∙ 09/12/2019

Globally Optimal Grasp Planning using a Two-Stage Branch-And-Bound Algorithm

We present the first algorithm to compute the globally optimal gripper p...

0 Min Liu, et al. ∙

research

∙ 08/27/2019

Consistent Cross-view Matching for Unsupervised Person Re-identification

Most existing unsupervised person re-identificationmethods focus on lear...

0 Xueping Wang, et al. ∙

research

∙ 07/28/2019

DAR-Net: Dynamic Aggregation Network for Semantic Scene Segmentation

Traditional grid/neighbor-based static pooling has become a constraint f...

0 Zongyue Zhao, et al. ∙

research

∙ 05/22/2019

Globally Optimal Joint Search of Topology and Trajectory for Planar Linkages

We present a method to find globally optimal topology and trajectory joi...

0 Zherong Pan, et al. ∙

research

∙ 03/20/2019

Large-Scale Online Experimentation with Quantile Metrics

Online experimentation (or A/B testing) has been widely adopted in indus...

0 Min Liu, et al. ∙

Min Liu

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