Siyuan Liu | DeepAI

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Liang Lin
216 publications
Tie-Yan Liu
176 publications
Hui Li
146 publications
Bin Yang
145 publications
Jiawei Zhang
144 publications
Tao Qin
134 publications
Shafiq Joty
118 publications
Nanning Zheng
97 publications
Chao Dong
90 publications
Peng Chen
79 publications
He Zhang
77 publications

∙ 04/25/2023

Towards Generating Hop-constrained s-t Simple Path Graphs

Graphs have been widely used in real-world applications, in which invest...

0 Yuzheng Cai, et al. ∙

∙ 03/21/2023

Addressing Class Variable Imbalance in Federated Semi-supervised Learning

Federated Semi-supervised Learning (FSSL) combines techniques from both ...

0 Zehui Dong, et al. ∙

∙ 01/03/2023

Brain Tissue Segmentation Across the Human Lifespan via Supervised Contrastive Learning

Automatic segmentation of brain MR images into white matter (WM), gray m...

0 Xiaoyang Chen, et al. ∙

∙ 12/24/2022

Author Name Disambiguation via Heterogeneous Network Embedding from Structural and Semantic Perspectives

Name ambiguity is common in academic digital libraries, such as multiple...

0 Wenjin Xie, et al. ∙

∙ 11/08/2022

Abstraction-Based Verification of Approximate Pre-Opacity for Control Systems

In this paper, we consider the problem of verifying pre-opacity for disc...

0 Junyao Hou, et al. ∙

∙ 09/22/2022

Enhanced Decentralized Federated Learning based on Consensus in Connected Vehicles

Advanced researches on connected vehicles have recently targeted to the ...

0 Xiaoyan Liu, et al. ∙

∙ 04/28/2022

Improving the estimation of directional area scattering factor (DASF) from canopy reflectance: theoretical basis and validation

Directional area scattering factor (DASF) is a critical canopy structura...

0 Yi Lin, et al. ∙

∙ 03/23/2022

On Understanding the Influence of Controllable Factors with a Feature Attribution Algorithm: a Medical Case Study

Feature attribution XAI algorithms enable their users to gain insight in...

0 Veera Raghava Reddy Kovvuri, et al. ∙

∙ 02/14/2022

Secure-by-Construction Synthesis of Cyber-Physical Systems

Correct-by-construction synthesis is a cornerstone of the confluence of ...

0 Siyuan Liu, et al. ∙

∙ 11/02/2021

An Investigation of the Impact of COVID-19 Non-Pharmaceutical Interventions and Economic Support Policies on Foreign Exchange Markets with Explainable AI Techniques

Since the onset of the the COVID-19 pandemic, many countries across the ...

0 Siyuan Liu, et al. ∙

∙ 10/29/2021

Pre-training Co-evolutionary Protein Representation via A Pairwise Masked Language Model

Understanding protein sequences is vital and urgent for biology, healthc...

0 Liang He, et al. ∙

∙ 10/14/2021

Improved Drug-target Interaction Prediction with Intermolecular Graph Transformer

The identification of active binding drugs for target proteins (termed a...

12 Siyuan Liu, et al. ∙

∙ 10/09/2021

Learning MRI Artifact Removal With Unpaired Data

Retrospective artifact correction (RAC) improves image quality post acqu...

0 Siyuan Liu, et al. ∙

∙ 09/30/2021

Learning Multi-Site Harmonization of Magnetic Resonance Images Without Traveling Human Phantoms

Harmonization improves data consistency and is central to effective inte...

0 Siyuan Liu, et al. ∙

∙ 05/20/2021

Evaluating the Correctness of Explainable AI Algorithms for Classification

Explainable AI has attracted much research attention in recent years wit...

0 Orcun Yalcin, et al. ∙

∙ 03/01/2021

Towards Enhancing Database Education: Natural Language Generation Meets Query Execution Plans

The database systems course is offered as part of an undergraduate compu...

0 Weiguo Wang, et al. ∙

∙ 05/05/2020

An Investigation of COVID-19 Spreading Factors with Explainable AI Techniques

Since COVID-19 was first identified in December 2019, various public hea...

0 Xiuyi Fan, et al. ∙

∙ 05/05/2020

Explainable AI for Classification using Probabilistic Logic Inference

The overarching goal of Explainable AI is to develop systems that not on...

0 Xiuyi Fan, et al. ∙

∙ 04/07/2019

Real-Time Quality Assessment of Pediatric MRI via Semi-Supervised Deep Nonlocal Residual Neural Networks

In this paper, we introduce an image quality assessment (IQA) method for...

4 Siyuan Liu, et al. ∙

∙ 01/23/2019

Computer Vision and Metrics Learning for Hypothesis Testing: An Application of Q-Q Plot for Normality Test

This paper proposes a new procedure to construct test statistics for hyp...

0 Ke-Wei Huang, et al. ∙

∙ 09/03/2018

Unsupervised Image Super-Resolution using Cycle-in-Cycle Generative Adversarial Networks

We consider the single image super-resolution problem in a more general ...

0 Yuan Yuan, et al. ∙

∙ 05/15/2018

NEURON: Query Optimization Meets Natural Language Processing For Augmenting Database Education

Relational database management system (RDBMS) is a major undergraduate c...

0 Siyuan Liu, et al. ∙

∙ 05/15/2018

NEURON: An Interactive Natural Language Interface for Understanding Query Execution Plans in RDBMS

Natural language interfaces for relational databases have been explored ...

0 Siyuan Liu, et al. ∙

∙ 08/27/2017

Local Gaussian Processes for Efficient Fine-Grained Traffic Speed Prediction

Traffic speed is a key indicator for the efficiency of an urban transpor...

0 Truc Viet Le, et al. ∙

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