b'Rui Liu'

research

∙ 05/27/2023

Modeling Dynamic Heterogeneous Graph and Node Importance for Future Citation Prediction

Accurate citation count prediction of newly published papers could help ...

0 Hao Geng, et al. ∙

research

∙ 05/25/2023

Betray Oneself: A Novel Audio DeepFake Detection Model via Mono-to-Stereo Conversion

Audio Deepfake Detection (ADD) aims to detect the fake audio generated b...

0 Rui Liu, et al. ∙

research

∙ 05/14/2023

Lightweight privacy-preserving truth discovery for vehicular air quality monitoring

Air pollution has become a global concern for many years. Vehicular crow...

0 Rui Liu, et al. ∙

research

∙ 04/17/2023

PerCoNet: News Recommendation with Explicit Persona and Contrastive Learning

Personalized news recommender systems help users quickly find content of...

0 Rui Liu, et al. ∙

research

∙ 03/10/2023

Neural Partial Differential Equations with Functional Convolution

We present a lightweighted neural PDE representation to discover the hid...

0 Ziqian Wu, et al. ∙

research

∙ 03/04/2023

Data-Driven Distributionally Robust Optimal Control with State-Dependent Noise

This paper introduces innovative data-driven techniques for estimating t...

0 Rui Liu, et al. ∙

research

∙ 02/27/2023

Towards Interpretable Federated Learning

Federated learning (FL) enables multiple data owners to build machine le...

0 Anran Li, et al. ∙

research

∙ 12/27/2022

TegFormer: Topic-to-Essay Generation with Good Topic Coverage and High Text Coherence

Creating an essay based on a few given topics is a challenging NLP task....

3 Wang Qi, et al. ∙

research

∙ 11/13/2022

Quantifying syntax similarity with a polynomial representation of dependency trees

We introduce a graph polynomial that distinguishes tree structures to re...

0 Pengyu Liu, et al. ∙

research

∙ 10/28/2022

Coverage-centric Coreset Selection for High Pruning Rates

One-shot coreset selection aims to select a subset of the training data,...

0 Haizhong Zheng, et al. ∙

research

∙ 10/27/2022

Explicit Intensity Control for Accented Text-to-speech

Accented text-to-speech (TTS) synthesis seeks to generate speech with an...

0 Rui Liu, et al. ∙

research

∙ 10/27/2022

FCTalker: Fine and Coarse Grained Context Modeling for Expressive Conversational Speech Synthesis

Conversational Text-to-Speech (TTS) aims to synthesis an utterance with ...

0 Yifan Hu, et al. ∙

research

∙ 10/27/2022

Exploiting modality-invariant feature for robust multimodal emotion recognition with missing modalities

Multimodal emotion recognition leverages complementary information acros...

0 Haolin Zuo, et al. ∙

research

∙ 09/24/2022

A Deep Investigation of RNN and Self-attention for the Cyrillic-Traditional Mongolian Bidirectional Conversion

Cyrillic and Traditional Mongolian are the two main members of the Mongo...

0 Muhan Na, et al. ∙

research

∙ 09/22/2022

MnTTS: An Open-Source Mongolian Text-to-Speech Synthesis Dataset and Accompanied Baseline

This paper introduces a high-quality open-source text-to-speech (TTS) sy...

0 Yifan Hu, et al. ∙

research

∙ 09/22/2022

A Spatial-channel-temporal-fused Attention for Spiking Neural Networks

Spiking neural networks (SNNs) mimic brain computational strategies, and...

5 Wuque Cai, et al. ∙

research

∙ 09/22/2022

Controllable Accented Text-to-Speech Synthesis

Accented text-to-speech (TTS) synthesis seeks to generate speech with an...

0 Rui Liu, et al. ∙

research

∙ 08/04/2022

Aiming in Harsh Environments: A New Framework for Flexible and Adaptive Resource Management

The harsh environment imposes a unique set of challenges on networking s...

0 Jiaqi Zou, et al. ∙

research

∙ 07/16/2022

Generalizable Memory-driven Transformer for Multivariate Long Sequence Time-series Forecasting

Multivariate long sequence time-series forecasting (M-LSTF) is a practic...

0 Mingjie Li, et al. ∙

research

∙ 06/15/2022

Accurate Emotion Strength Assessment for Seen and Unseen Speech Based on Data-Driven Deep Learning

Emotion classification of speech and assessment of the emotion strength ...

0 Rui Liu, et al. ∙

research

∙ 05/28/2022

Gating Dropout: Communication-efficient Regularization for Sparsely Activated Transformers

Sparsely activated transformers, such as Mixture of Experts (MoE), have ...

0 Rui Liu, et al. ∙

research

∙ 05/25/2022

NTIRE 2022 Challenge on High Dynamic Range Imaging: Methods and Results

This paper reviews the challenge on constrained high dynamic range (HDR)...

0 Eduardo Pérez-Pellitero, et al. ∙

research

∙ 05/19/2022

Transformer with Memory Replay

Transformers achieve state-of-the-art performance for natural language p...

0 Rui Liu, et al. ∙

research

∙ 05/09/2022

HierAttn: Effectively Learn Representations from Stage Attention and Branch Attention for Skin Lesions Diagnosis

Accurate and unbiased examinations of skin lesions are critical for earl...

9 Wei Dai, et al. ∙

research

∙ 05/02/2022

Neutral Utterances are Also Causes: Enhancing Conversational Causal Emotion Entailment with Social Commonsense Knowledge

Conversational Causal Emotion Entailment aims to detect causal utterance...

0 Jiangnan Li, et al. ∙

research

∙ 03/11/2022

Peng Cheng Object Detection Benchmark for Smart City

Object detection is an algorithm that recognizes and locates the objects...

0 Yaowei Wang, et al. ∙

research

∙ 02/28/2022

CTformer: Convolution-free Token2Token Dilated Vision Transformer for Low-dose CT Denoising

Low-dose computed tomography (LDCT) denoising is an important problem in...

0 Dayang Wang, et al. ∙

research

∙ 02/24/2022

Collective Conditioned Reflex: A Bio-Inspired Fast Emergency Reaction Mechanism for Designing Safe Multi-Robot Systems

A multi-robot system (MRS) is a group of coordinated robots designed to ...

0 Zhenting Zhao, et al. ∙

research

∙ 02/15/2022

Federated Graph Neural Networks: Overview, Techniques and Challenges

With its powerful capability to deal with graph data widely found in pra...

0 Rui Liu, et al. ∙

research

∙ 01/08/2022

Smart Power Supply for UAV Agility Enhancement Using Deep Neural Networks

Recently unmanned aerial vehicles (UAV) have been widely deployed in var...

0 Yanze Liu, et al. ∙

research

∙ 12/16/2021

Frequency Spectrum Augmentation Consistency for Domain Adaptive Object Detection

Domain adaptive object detection (DAOD) aims to improve the generalizati...

0 Rui Liu, et al. ∙

research

∙ 12/06/2021

PP-MSVSR: Multi-Stage Video Super-Resolution

Different from the Single Image Super-Resolution(SISR) task, the key for...

0 Lielin Jiang, et al. ∙

research

∙ 10/25/2021

SSMF: Shifting Seasonal Matrix Factorization

Given taxi-ride counts information between departure and destination loc...

0 Koki Kawabata, et al. ∙

research

∙ 10/07/2021

VisualTTS: TTS with Accurate Lip-Speech Synchronization for Automatic Voice Over

In this paper, we formulate a novel task to synthesize speech in sync wi...

0 Junchen Lu, et al. ∙

research

∙ 10/07/2021

StrengthNet: Deep Learning-based Emotion Strength Assessment for Emotional Speech Synthesis

Recently, emotional speech synthesis has achieved remarkable performance...

0 Rui Liu, et al. ∙

research

∙ 10/04/2021

Decoupling Speaker-Independent Emotions for Voice Conversion Via Source-Filter Networks

Emotional voice conversion (VC) aims to convert a neutral voice to an em...

0 Zhaojie Luo, et al. ∙

research

∙ 09/07/2021

FuseFormer: Fusing Fine-Grained Information in Transformers for Video Inpainting

Transformer, as a strong and flexible architecture for modelling long-ra...

8 Rui Liu, et al. ∙

research

∙ 08/15/2021

Vector-Decomposed Disentanglement for Domain-Invariant Object Detection

To improve the generalization of detectors, for domain adaptive object d...

0 Aming Wu, et al. ∙

research

∙ 07/31/2021

Using Query Expansion in Manifold Ranking for Query-Oriented Multi-Document Summarization

Manifold ranking has been successfully applied in query-oriented multi-d...

0 Quanye Jia, et al. ∙

research

∙ 07/03/2021

Spatiotemporal convolutional network for time-series prediction and causal inference

Making predictions in a robust way is not easy for nonlinear systems. In...

78 Hao Peng, et al. ∙

research

∙ 05/31/2021

Emotional Voice Conversion: Theory, Databases and ESD

In this paper, we first provide a review of the state-of-the-art emotion...

0 Kun Zhou, et al. ∙

research

∙ 04/16/2021

Distributed TD(0) with Almost No Communication

We provide a new non-asymptotic analysis of distributed TD(0) with linea...

0 Rui Liu, et al. ∙

research

∙ 04/14/2021

Decoupled Spatial-Temporal Transformer for Video Inpainting

Video inpainting aims to fill the given spatiotemporal holes with realis...

27 Rui Liu, et al. ∙

research

∙ 04/07/2021

Synthesized Trust Learning from Limited Human Feedback for Human-Load-Reduced Multi-Robot Deployments

Human multi-robot system (MRS) collaboration is demonstrating potentials...

0 Yijiang Pang, et al. ∙

research

∙ 04/04/2021

Isconna: Streaming Anomaly Detection with Frequency and Patterns

An edge stream is a common form of presentation of dynamic networks. It ...

0 Rui Liu, et al. ∙

research

∙ 04/03/2021

Reinforcement Learning for Emotional Text-to-Speech Synthesis with Improved Emotion Discriminability

Emotional text-to-speech synthesis (ETTS) has seen much progress in rece...

0 Rui Liu, et al. ∙

research

∙ 03/14/2021

Repairing Human Trust by Promptly Correcting Robot Mistakes with An Attention Transfer Model

In human-robot collaboration (HRC), human trust in the robot is the huma...

0 Ruijiao Luo, et al. ∙

research

∙ 03/14/2021

Meta Preference Learning for Fast User Adaptation in Human-Supervisory Multi-Robot Deployments

As multi-robot systems (MRS) are widely used in various tasks such as na...

0 Chao Huang, et al. ∙

research

∙ 03/14/2021

DivCo: Diverse Conditional Image Synthesis via Contrastive Generative Adversarial Network

Conditional generative adversarial networks (cGANs) target at synthesizi...

4 Rui Liu, et al. ∙

research

∙ 01/13/2021

A Physics-Informed Machine Learning Model for Porosity Analysis in Laser Powder Bed Fusion Additive Manufacturing

To control part quality, it is critical to analyze pore generation mecha...

10 Rui Liu, et al. ∙

Rui Liu

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