Xinyu Li

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Institute of Software, Chinese Academy of Sciences ∙ JD.com, Inc. ∙ Rutgers University

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...
11/14/2020 ∙ by Xinyu Li, et al. ∙ 0 ∙ share

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Multi-Label Activity Recognition using Activity-specific Features

We introduce an approach to multi-label activity recognition by extracti...
09/16/2020 ∙ by Yanyi Zhang, et al. ∙ 0 ∙ share

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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...
03/02/2020 ∙ by Chirag Nagpal, et al. ∙ 0 ∙ share

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

Proof-of-stake (PoS) blockchain protocols are emerging as one of the mos...
09/09/2019 ∙ by Xinyu Li, et al. ∙ 0 ∙ share

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BERTSel: Answer Selection with Pre-trained Models

Recently, pre-trained models have been the dominant paradigm in natural ...
05/18/2019 ∙ by Dongfang Li, et al. ∙ 0 ∙ share

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Everyone is a Cartoonist: Selfie Cartoonization with Attentive Adversarial Networks

Selfie and cartoon are two popular artistic forms that are widely presen...
04/20/2019 ∙ by Xinyu Li, et al. ∙ 0 ∙ share

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Multi-stream Network With Temporal Attention For Environmental Sound Classification

Environmental sound classification systems often do not perform robustly...
01/24/2019 ∙ by Xinyu Li, et al. ∙ 0 ∙ share

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Tri-axial Self-Attention for Concurrent Activity Recognition

We present a system for concurrent activity recognition. To extract feat...
12/06/2018 ∙ by Yanyi Zhang, et al. ∙ 0 ∙ share

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Differential Evolution with Nearest & Better Option for Function Optimization

Differential evolution is the conventional algorithm with the fastest co...
10/29/2018 ∙ by Haozhen Dong, et al. ∙ 0 ∙ share

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

Multimodal affective computing, learning to recognize and interpret huma...
05/22/2018 ∙ by Yue Gu, et al. ∙ 0 ∙ share

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Whale swarm algorithm with iterative counter for multimodal function optimization

Most real-world optimization problems often come with multiple global op...
04/09/2018 ∙ by Bing Zeng, et al. ∙ 0 ∙ share

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

Trace alignment algorithms have been used in process mining for discover...
02/16/2017 ∙ by Moliang Zhou, et al. ∙ 0 ∙ share

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Whale swarm algorithm for function optimization

Increasing nature-inspired metaheuristic algorithms are applied to solvi...
02/11/2017 ∙ by Bing Zeng, et al. ∙ 0 ∙ share

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Online People Tracking and Identification with RFID and Kinect

We introduce a novel, accurate and practical system for real-time people...
02/10/2017 ∙ by Xinyu Li, et al. ∙ 0 ∙ share

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Concurrent Activity Recognition with Multimodal CNN-LSTM Structure

We introduce a system that recognizes concurrent activities from real-wo...
02/06/2017 ∙ by Xinyu Li, et al. ∙ 0 ∙ share

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Xinyu Li

Featured Co-authors

Wei Zhang

Tao Mei

Artur Dubrawski

Bing Zeng

Jing Xu

Katrin Kirchhoff

Tong Shen

Sen Yang

Wang Miao

Qingcai Chen

Ivan Marsic

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