Tong Liu | DeepAI

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Featured Co-authors

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300 publications
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∙ 02/08/2023

Robust Digital Watermarking Method Based on Adaptive Feature Area Extraction and Local Histogram Shifting

A new local watermarking method based on histogram shifting has been pro...

0 Zi-yu Jiang, et al. ∙

∙ 11/24/2022

Few-shot Object Detection with Refined Contrastive Learning

Due to the scarcity of sampling data in reality, few-shot object detecti...

0 Zeyu Shangguan, et al. ∙

∙ 11/16/2022

Deep Intention-Aware Network for Click-Through Rate Prediction

E-commerce platforms provide entrances for customers to enter mini-apps ...

0 Yaxian Xia, et al. ∙

∙ 10/26/2022

Hybrid HMM Decoder For Convolutional Codes By Joint Trellis-Like Structure and Channel Prior

The anti-interference capability of wireless links is a physical layer p...

0 Haoyu Li, et al. ∙

∙ 10/12/2022

Graph Neural Network Surrogate for seismic reliability analysis of highway bridge system

Rapid reliability assessment of transportation networks can enhance prep...

0 Tong Liu, et al. ∙

∙ 06/03/2022

On Calibration of Graph Neural Networks for Node Classification

Graphs can model real-world, complex systems by representing entities an...

0 Tong Liu, et al. ∙

∙ 04/26/2022

Adaptive Pseudo-Siamese Policy Network for Temporal Knowledge Prediction

Temporal knowledge prediction is a crucial task for the event early warn...

0 Pengpeng Shao, et al. ∙

∙ 03/14/2022

Defending Against Adversarial Attack in ECG Classification with Adversarial Distillation Training

In clinics, doctors rely on electrocardiograms (ECGs) to assess severe c...

0 Jiahao Shao, et al. ∙

∙ 02/17/2022

On the evaluation of (meta-)solver approaches

Meta-solver approaches exploits a number of individual solvers to potent...

0 Roberto Amadini, et al. ∙

∙ 02/02/2022

Training a Bidirectional GAN-based One-Class Classifier for Network Intrusion Detection

The network intrusion detection task is challenging because of the imbal...

0 Wen Xu, et al. ∙

∙ 09/17/2021

From Known to Unknown: Knowledge-guided Transformer for Time-Series Sales Forecasting in Alibaba

Time series forecasting (TSF) is fundamentally required in many real-wor...

0 Xinyuan Qi, et al. ∙

∙ 08/19/2021

Fine-Grained Element Identification in Complaint Text of Internet Fraud

Existing system dealing with online complaint provides a final decision ...

0 Tong Liu, et al. ∙

∙ 07/06/2021

Multi-Level Graph Contrastive Learning

Graph representation learning has attracted a surge of interest recently...

0 Pengpeng Shao, et al. ∙

∙ 12/04/2020

MCMC Confidence Intervals and Biases

The recent paper "Simple confidence intervals for MCMC without CLTs" by ...

0 Yu Hang Jiang, et al. ∙

∙ 11/16/2020

Tucker decomposition-based Temporal Knowledge Graph Completion

Knowledge graphs have been demonstrated to be an effective tool for nume...

0 Pengpeng Shao, et al. ∙

∙ 11/10/2020

Self-supervised Graph Representation Learning via Bootstrapping

Graph neural networks (GNNs) apply deep learning techniques to graph-str...

0 Feihu Che, et al. ∙

∙ 09/08/2020

ECG Beats Fast Classification Base on Sparse Dictionaries

Feature extraction plays an important role in Electrocardiogram (ECG) Be...

0 Nanyu Li, et al. ∙

∙ 09/07/2020

sunny-as2: Enhancing SUNNY for Algorithm Selection

SUNNY is an Algorithm Selection (AS) technique originally tailored for C...

11 Tong Liu, et al. ∙

∙ 08/24/2020

The Coupling/Minorization/Drift Approach to Markov Chain Convergence Rates

This review paper provides an introduction of Markov chains and their co...

0 Yu Hang Jiang, et al. ∙

∙ 03/16/2020

Neighborhood-based Pooling for Population-level Label Distribution Learning

Supervised machine learning often requires human-annotated data. While a...

15 Tharindu Cyril Weerasooriya, et al. ∙

∙ 02/04/2020

Lane Detection in Low-light Conditions Using an Efficient Data Enhancement : Light Conditions Style Transfer

Nowadays, deep learning techniques are widely used for lane detection, b...

25 Tong Liu, et al. ∙

∙ 01/30/2019

Twitter Job/Employment Corpus: A Dataset of Job-Related Discourse Built with Humans in the Loop

We present the Twitter Job/Employment Corpus, a collection of tweets ann...

0 Tong Liu, et al. ∙

∙ 12/13/2018

Constraint programming for flexible Service Function Chaining deployment

Network Function Virtualization (NFV) and Software Defined Networking (S...

0 Tong Liu, et al. ∙

∙ 03/20/2018

Segmentation of histological images and fibrosis identification with a convolutional neural network

Segmentation of histological images is one of the most crucial tasks for...

0 Xiaohang Fu, et al. ∙