Xin Qin | DeepAI

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Featured Co-authors

Li Zhang
240 publications
Tao Qin
134 publications
Xing Xie
128 publications
Xi Li
111 publications
Chao Yang
100 publications
Han Yu
94 publications
Wen Gao
87 publications
George J. Pappas
86 publications
Hui Wang
83 publications
Jindong Wang
58 publications
Ezio Bartocci
43 publications

∙ 09/17/2023

Data-Driven Reachability Analysis of Stochastic Dynamical Systems with Conformal Inference

We consider data-driven reachability analysis of discrete-time stochasti...

0 Navid Hashemi, et al. ∙

∙ 11/03/2022

Conformal Prediction for STL Runtime Verification

We are interested in predicting failures of cyber-physical systems durin...

0 Lars Lindemann, et al. ∙

∙ 10/14/2022

Risk-Awareness in Learning Neural Controllers for Temporal Logic Objectives

In this paper, we consider the problem of synthesizing a controller in t...

0 Navid Hashemi, et al. ∙

∙ 07/21/2022

Domain Generalization for Activity Recognition via Adaptive Feature Fusion

Human activity recognition requires the efforts to build a generalizable...

0 Xin Qin, et al. ∙

∙ 06/17/2022

MetaFed: Federated Learning among Federations with Cyclic Knowledge Distillation for Personalized Healthcare

Federated learning has attracted increasing attention to building models...

0 Yiqiang Chen, et al. ∙

∙ 06/14/2022

Semantic-Discriminative Mixup for Generalizable Sensor-based Cross-domain Activity Recognition

It is expensive and time-consuming to collect sufficient labeled data to...

0 Wang Lu, et al. ∙

∙ 12/01/2021

Federated Learning with Adaptive Batchnorm for Personalized Healthcare

There is a growing interest in applying machine learning techniques for ...

0 Yiqiang Chen, et al. ∙

∙ 09/24/2021

Mining Shape Expressions with ShapeIt

We present ShapeIt, a tool for mining specifications of cyber-physical s...

0 Ezio Bartocci, et al. ∙

∙ 06/30/2021

When Video Classification Meets Incremental Classes

With the rapid development of social media, tremendous videos with new c...

0 Hanbin Zhao, et al. ∙

∙ 06/02/2021

FedHealth 2: Weighted Federated Transfer Learning via Batch Normalization for Personalized Healthcare

The success of machine learning applications often needs a large quantit...

0 Yiqiang Chen, et al. ∙

∙ 05/15/2021

Composite Localization for Human Pose Estimation

The existing human pose estimation methods are confronted with inaccurat...

10 ZiFan Chen, et al. ∙

∙ 03/09/2021

PcmNet: Position-Sensitive Context Modeling Network for Temporal Action Localization

Temporal action localization is an important and challenging task that a...

0 Xin Qin, et al. ∙

∙ 07/24/2020

What and Where: Learn to Plug Adapters via NAS for Multi-Domain Learning

As an important and challenging problem, multi-domain learning (MDL) typ...

29 Hanbin Zhao, et al. ∙

∙ 01/29/2020

FOCUS: Dealing with Label Quality Disparity in Federated Learning

Ubiquitous systems with End-Edge-Cloud architecture are increasingly bei...

0 Yiqiang Chen, et al. ∙

∙ 10/30/2019

Automatic Testing and Falsification with Dynamically Constrained Reinforcement Learning

We consider the problem of using reinforcement learning to train adversa...

0 Xin Qin, et al. ∙

∙ 07/22/2019

FedHealth: A Federated Transfer Learning Framework for Wearable Healthcare

With the rapid development of computing technology, wearable devices suc...

0 Yiqiang Chen, et al. ∙

∙ 11/12/2018

Joint Probability Distribution of Prediction Errors of ARIMA

Producing probabilistic guarantee for several steps of a predicted signa...

0 Xin Qin, et al. ∙

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