b'Xinyu Li'

research

∙ 07/24/2022

HouseX: A Fine-grained House Music Dataset and its Potential in the Music Industry

Machine sound classification has been one of the fundamental tasks of mu...

Xinyu Li, et al. ∙

research

∙ 03/31/2022

Stochastic Backpropagation: A Memory Efficient Strategy for Training Video Models

We propose a memory efficient method, named Stochastic Backpropagation (...

Feng Cheng, et al. ∙

research

∙ 02/09/2022

Improving short-term bike sharing demand forecast through an irregular convolutional neural network

As an important task for the management of bike sharing systems, accurat...

Xinyu Li, et al. ∙

research

∙ 12/06/2021

A stableness of resistance model for nonresponse adjustment with callback data

The survey world is rife with nonresponse and in many situations the mis...

Wang Miao, et al. ∙

research

∙ 09/07/2021

A new neighborhood structure for job shop scheduling problems

Job shop scheduling problem (JSP) is a widely studied NP-complete combin...

Jin Xie, et al. ∙

research

∙ 08/05/2021

Object Wake-up: 3-D Object Reconstruction, Animation, and in-situ Rendering from a Single Image

Given a picture of a chair, could we extract the 3-D shape of the chair,...

Xinxin Zuo, et al. ∙

research

∙ 07/07/2021

Long Short-Term Transformer for Online Action Detection

In this paper, we present Long Short-term TRansformer (LSTR), a new temp...

Mingze Xu, et al. ∙

research

∙ 11/14/2020

Improving efficiency of inference in clinical trials with external control data

Suppose we are interested in the effect of a treatment in a clinical tri...

Xinyu Li, et al. ∙

research

∙ 09/16/2020

Multi-Label Activity Recognition using Activity-specific Features

We introduce an approach to multi-label activity recognition by extracti...

Yanyi Zhang, et al. ∙

research

∙ 03/02/2020

Deep Survival Machines: Fully Parametric Survival Regression and Representation Learning for Censored Data with Competing Risks

We describe a new approach to estimating relative risks in time-to-event...

Chirag Nagpal, et al. ∙

research

∙ 09/09/2019

Puncturable Signatures and Applications in Proof-of-Stake Blockchain Protocol

Proof-of-stake (PoS) blockchain protocols are emerging as one of the mos...

Xinyu Li, et al. ∙

research

∙ 05/18/2019

BERTSel: Answer Selection with Pre-trained Models

Recently, pre-trained models have been the dominant paradigm in natural ...

Dongfang Li, et al. ∙

research

∙ 04/20/2019

Everyone is a Cartoonist: Selfie Cartoonization with Attentive Adversarial Networks

Selfie and cartoon are two popular artistic forms that are widely presen...

Xinyu Li, et al. ∙

research

∙ 01/24/2019

Multi-stream Network With Temporal Attention For Environmental Sound Classification

Environmental sound classification systems often do not perform robustly...

Xinyu Li, et al. ∙

research

∙ 12/06/2018

Tri-axial Self-Attention for Concurrent Activity Recognition

We present a system for concurrent activity recognition. To extract feat...

Yanyi Zhang, et al. ∙

research

∙ 10/29/2018

Differential Evolution with Nearest & Better Option for Function Optimization

Differential evolution is the conventional algorithm with the fastest co...

Haozhen Dong, et al. ∙

research

∙ 05/22/2018

Multimodal Affective Analysis Using Hierarchical Attention Strategy with Word-Level Alignment

Multimodal affective computing, learning to recognize and interpret huma...

Yue Gu, et al. ∙

research

∙ 04/09/2018

Whale swarm algorithm with iterative counter for multimodal function optimization

Most real-world optimization problems often come with multiple global op...

Bing Zeng, et al. ∙

research

∙ 02/16/2017

Evaluation of Trace Alignment Quality and its Application in Medical Process Mining

Trace alignment algorithms have been used in process mining for discover...

Moliang Zhou, et al. ∙

research

∙ 02/11/2017

Whale swarm algorithm for function optimization

Increasing nature-inspired metaheuristic algorithms are applied to solvi...

Bing Zeng, et al. ∙

research

∙ 02/10/2017

Online People Tracking and Identification with RFID and Kinect

We introduce a novel, accurate and practical system for real-time people...

Xinyu Li, et al. ∙

research

∙ 02/06/2017

Concurrent Activity Recognition with Multimodal CNN-LSTM Structure

We introduce a system that recognizes concurrent activities from real-wo...

Xinyu Li, et al. ∙

Xinyu Li

Featured Co-authors

Wei Zhang

Hao Chen

Wei Li

Tao Mei

Stefano Soatto

Sen Wang

Yang Xu

Bingbing Ni

Jing Xu

Zhuowen Tu

Artur Dubrawski

HouseX: A Fine-grained House Music Dataset and its Potential in the Music Industry

Stochastic Backpropagation: A Memory Efficient Strategy for Training Video Models

Improving short-term bike sharing demand forecast through an irregular convolutional neural network

A stableness of resistance model for nonresponse adjustment with callback data

A new neighborhood structure for job shop scheduling problems

Object Wake-up: 3-D Object Reconstruction, Animation, and in-situ Rendering from a Single Image

Long Short-Term Transformer for Online Action Detection

Improving efficiency of inference in clinical trials with external control data

Multi-Label Activity Recognition using Activity-specific Features

Deep Survival Machines: Fully Parametric Survival Regression and Representation Learning for Censored Data with Competing Risks

Puncturable Signatures and Applications in Proof-of-Stake Blockchain Protocol

BERTSel: Answer Selection with Pre-trained Models

Everyone is a Cartoonist: Selfie Cartoonization with Attentive Adversarial Networks

Multi-stream Network With Temporal Attention For Environmental Sound Classification

Tri-axial Self-Attention for Concurrent Activity Recognition

Differential Evolution with Nearest & Better Option for Function Optimization

Multimodal Affective Analysis Using Hierarchical Attention Strategy with Word-Level Alignment

Whale swarm algorithm with iterative counter for multimodal function optimization

Evaluation of Trace Alignment Quality and its Application in Medical Process Mining

Whale swarm algorithm for function optimization

Online People Tracking and Identification with RFID and Kinect

Concurrent Activity Recognition with Multimodal CNN-LSTM Structure