Jiaqi Li | DeepAI

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179 publications
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145 publications
Ke Xu
108 publications
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Bing Qin
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Zhi Wang
72 publications

∙ 08/04/2023

Diffusion-Augmented Depth Prediction with Sparse Annotations

Depth estimation aims to predict dense depth maps. In autonomous driving...

0 Jiaqi Li, et al. ∙

∙ 07/17/2023

Neural Video Depth Stabilizer

Video depth estimation aims to infer temporally consistent depth. Some m...

0 Yiran Wang, et al. ∙

∙ 06/24/2023

High-dimensional outlier detection and variable selection via adaptive weighted mean regression

This paper proposes an adaptive penalized weighted mean regression for o...

0 Jiaqi Li, et al. ∙

∙ 06/04/2023

ROME: Testing Image Captioning Systems via Recursive Object Melting

Image captioning (IC) systems aim to generate a text description of the ...

0 Boxi Yu, et al. ∙

∙ 05/24/2023

Large Language Models are In-Context Semantic Reasoners rather than Symbolic Reasoners

The emergent few-shot reasoning capabilities of Large Language Models (L...

0 Xiaojuan Tang, et al. ∙

∙ 01/31/2023

When Source-Free Domain Adaptation Meets Learning with Noisy Labels

Recent state-of-the-art source-free domain adaptation (SFDA) methods hav...

0 Li Yi, et al. ∙

∙ 01/28/2023

Towards Accurate Acne Detection via Decoupled Sequential Detection Head

Accurate acne detection plays a crucial role in acquiring precise diagno...

0 Xin Wei, et al. ∙

∙ 12/19/2022

Simultaneous Inference of Trend in Partially Linear Time Series

We introduce a new methodology to conduct simultaneous inference of non-...

0 Jiaqi Li, et al. ∙

∙ 10/19/2022

On Learning Fairness and Accuracy on Multiple Subgroups

We propose an analysis in fair learning that preserves the utility of th...

1 Changjian Shui, et al. ∙

∙ 08/27/2022

ℓ^2 Inference for Change Points in High-Dimensional Time Series via a Two-Way MOSUM

We propose a new inference method for multiple change-point detection in...

0 Jiaqi Li, et al. ∙

∙ 08/22/2022

Automated Noncontact Trapping of Moving Micro-particle with Ultrasonic Phased Array System and Microscopic Vision

Noncontact particle manipulation (NPM) technology has significantly exte...

0 Mingyue Wang, et al. ∙

∙ 07/20/2022

CrossHuman: Learning Cross-Guidance from Multi-Frame Images for Human Reconstruction

We propose CrossHuman, a novel method that learns cross-guidance from pa...

6 Liliang Chen, et al. ∙

∙ 07/08/2022

Learning High-quality Proposals for Acne Detection

Acne detection is crucial for interpretative diagnosis and precise treat...

15 Jianwei Zhang, et al. ∙

∙ 05/26/2022

Fair Representation Learning through Implicit Path Alignment

We consider a fair representation learning perspective, where optimal pr...

1 Changjian Shui, et al. ∙

∙ 02/15/2022

Documentation based Semantic-Aware Log Parsing

With the recent advances of deep learning techniques, there are rapidly ...

0 Lei Yu, et al. ∙

∙ 10/08/2021

ABCP: Automatic Block-wise and Channel-wise Network Pruning via Joint Search

Currently, an increasing number of model pruning methods are proposed to...

0 Jiaqi Li, et al. ∙

∙ 05/09/2021

Aggregating From Multiple Target-Shifted Sources

Multi-source domain adaptation aims at leveraging the knowledge from mul...

0 Changjian Shui, et al. ∙

∙ 04/26/2021

DADgraph: A Discourse-aware Dialogue Graph Neural Network for Multiparty Dialogue Machine Reading Comprehension

Multiparty Dialogue Machine Reading Comprehension (MRC) differs from tra...

0 Jiaqi Li, et al. ∙

∙ 03/19/2021

Robust penalized empirical likelihood in high dimensional longitudinal data analysis

As an effective nonparametric method, empirical likelihood (EL) is appea...

0 Jiaqi Li, et al. ∙

∙ 11/30/2020

Robust error bounds for quantised and pruned neural networks

With the rise of smartphones and the internet-of-things, data is increas...

0 Jiaqi Li, et al. ∙

∙ 11/12/2020

Robust approach for variable selection with high dimensional Logitudinal data analysis

This paper proposes a new robust smooth-threshold estimating equation to...

0 Liya Fu, et al. ∙

∙ 10/23/2020

Towards Efficiently Establishing Mutual Distrust Between Host Application and Enclave for SGX

Since its debut, SGX has been used in many applications, e.g., secure da...

0 Yuan Chen, et al. ∙

∙ 10/14/2020

Rapid Robust Principal Component Analysis: CUR Accelerated Inexact Low Rank Estimation

Robust principal component analysis (RPCA) is a widely used tool for dim...

1 HanQin Cai, et al. ∙

∙ 05/27/2020

Microstructure and Water Absorption of Ancient Concrete from Pompeii: An Integrated Synchrotron Microtomography and Neutron Radiography Characterization

There is renewed interest in using advanced techniques to characterize a...

0 Ke Xu, et al. ∙

∙ 04/10/2020

Molweni: A Challenge Multiparty Dialogues-based Machine Reading Comprehension Dataset with Discourse Structure

We present the Molweni dataset, a machine reading comprehension (MRC) da...

0 Jiaqi Li, et al. ∙

∙ 11/08/2019

An Annotation Scheme of A Large-scale Multi-party Dialogues Dataset for Discourse Parsing and Machine Comprehension

In this paper, we propose the scheme for annotating large-scale multi-pa...

0 Jiaqi Li, et al. ∙

∙ 06/07/2018

AI-based Two-Stage Intrusion Detection for Software Defined IoT Networks

Software Defined Internet of Things (SD-IoT) Networks profits from centr...

0 Jiaqi Li, et al. ∙

∙ 07/10/2017

A Machine Learning Based Intrusion Detection System for Software Defined 5G Network

As an inevitable trend of future 5G networks, Software Defined architect...

0 Jiaqi Li, et al. ∙

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