b'Ye Wang'

research

∙ 09/20/2023

Large-scale Pretraining Improves Sample Efficiency of Active Learning based Molecule Virtual Screening

Virtual screening of large compound libraries to identify potential hit ...

0 Zhonglin Cao, et al. ∙

research

∙ 09/16/2023

Generalizing Trimming Bounds for Endogenously Missing Outcome Data Using Random Forests

In many experimental or quasi-experimental studies, outcomes of interest...

0 Cyrus Samii, et al. ∙

research

∙ 09/07/2023

Learning from Limited Heterogeneous Training Data: Meta-Learning for Unsupervised Zero-Day Web Attack Detection across Web Domains

Recently unsupervised machine learning based systems have been developed...

0 Peiyang Li, et al. ∙

research

∙ 08/05/2023

Elucidate Gender Fairness in Singing Voice Transcription

It is widely known that males and females typically possess different so...

0 Xiangming Gu, et al. ∙

research

∙ 07/05/2023

LOAF-M2L: Joint Learning of Wording and Formatting for Singable Melody-to-Lyric Generation

Despite previous efforts in melody-to-lyric generation research, there i...

0 Longshen Ou, et al. ∙

research

∙ 06/19/2023

Knowledge Transfer-Driven Few-Shot Class-Incremental Learning

Few-shot class-incremental learning (FSCIL) aims to continually learn ne...

0 Ye Wang, et al. ∙

research

∙ 06/16/2023

Clickbait Detection via Large Language Models

Clickbait, which aims to induce users with some surprising and even thri...

5 Yi Zhu, et al. ∙

research

∙ 06/02/2023

Q A: Query-Based Representation Learning for Multi-Track Symbolic Music re-Arrangement

Music rearrangement is a common music practice of reconstructing and rec...

0 Jingwei Zhao, et al. ∙

research

∙ 05/31/2023

Zero-Shot Automatic Pronunciation Assessment

Automatic Pronunciation Assessment (APA) is vital for computer-assisted ...

0 Hongfu Liu, et al. ∙

research

∙ 05/26/2023

Songs Across Borders: Singable and Controllable Neural Lyric Translation

The development of general-domain neural machine translation (NMT) metho...

0 Longshen Ou, et al. ∙

research

∙ 05/05/2023

AmGCL: Feature Imputation of Attribute Missing Graph via Self-supervised Contrastive Learning

Attribute graphs are ubiquitous in multimedia applications, and graph re...

0 Xiaochuan Zhang, et al. ∙

research

∙ 04/24/2023

Deep Audio-Visual Singing Voice Transcription based on Self-Supervised Learning Models

Singing voice transcription converts recorded singing audio to musical n...

0 Xiangming Gu, et al. ∙

research

∙ 03/20/2023

MXM-CLR: A Unified Framework for Contrastive Learning of Multifold Cross-Modal Representations

Multifold observations are common for different data modalities, e.g., a...

0 Ye Wang, et al. ∙

research

∙ 03/09/2023

MixSpeech: Cross-Modality Self-Learning with Audio-Visual Stream Mixup for Visual Speech Translation and Recognition

Multi-media communications facilitate global interaction among people. H...

0 Xize Cheng, et al. ∙

research

∙ 03/05/2023

A Provably Secure Strong PUF based on LWE: Construction and Implementation

We construct a strong PUF with provable security against ML attacks on b...

0 Xiaodan Xi, et al. ∙

research

∙ 12/28/2022

Shape-Aware Fine-Grained Classification of Erythroid Cells

Fine-grained classification and counting of bone marrow erythroid cells ...

0 Ye Wang, et al. ∙

research

∙ 12/07/2022

Artificial Intelligence Security Competition (AISC)

The security of artificial intelligence (AI) is an important research ar...

12 Yinpeng Dong, et al. ∙

research

∙ 11/29/2022

Data Privacy Protection in DeFi Protocols

With the development of decentralized finance (DeFi), the inherent limit...

0 Jiawei Zhu, et al. ∙

research

∙ 10/25/2022

Modular Software for Real-Time Quantum Control Systems

Real-time control software and hardware is essential for operating quant...

0 Leon Riesebos, et al. ∙

research

∙ 10/17/2022

A Transformer-based Generative Model for De Novo Molecular Design

Deep learning draws a lot of attention as a new way of generating unseen...

0 Wenlu Wang, et al. ∙

research

∙ 09/20/2022

Adversarial Bi-Regressor Network for Domain Adaptive Regression

Domain adaptation (DA) aims to transfer the knowledge of a well-labeled ...

0 Haifeng Xia, et al. ∙

research

∙ 09/15/2022

Domain Adversarial Training on Conditional Variational Auto-Encoder for Controllable Music Generation

The variational auto-encoder has become a leading framework for symbolic...

0 Jingwei Zhao, et al. ∙

research

∙ 09/15/2022

Beat Transformer: Demixed Beat and Downbeat Tracking with Dilated Self-Attention

We propose Beat Transformer, a novel Transformer encoder architecture fo...

0 Jingwei Zhao, et al. ∙

research

∙ 08/27/2022

SoK: Decentralized Finance (DeFi) Incidents

Within just four years, the blockchain-based Decentralized Finance (DeFi...

0 Liyi Zhou, et al. ∙

research

∙ 08/25/2022

Data-driven Predictive Tracking Control based on Koopman Operators

We seek to combine the nonlinear modeling capabilities of a wide class o...

0 Ye Wang, et al. ∙

research

∙ 07/26/2022

Advanced Conditional Variational Autoencoders (A-CVAE): Towards interpreting open-domain conversation generation via disentangling latent feature representation

Currently end-to-end deep learning based open-domain dialogue systems re...

0 Ye Wang, et al. ∙

research

∙ 07/20/2022

Towards Transfer Learning of wav2vec 2.0 for Automatic Lyric Transcription

Automatic speech recognition (ASR) has progressed significantly in recen...

0 Longshen Ou, et al. ∙

research

∙ 07/13/2022

MM-ALT: A Multimodal Automatic Lyric Transcription System

Automatic lyric transcription (ALT) is a nascent field of study attracti...

0 Xiangming Gu, et al. ∙

research

∙ 06/07/2022

Non-decreasing Payment Rules for Combinatorial Auctions

Combinatorial auctions are used to allocate resources in domains where b...

0 Vitor Bosshard, et al. ∙

research

∙ 06/07/2022

Enhancing Dual-Encoders with Question and Answer Cross-Embeddings for Answer Retrieval

Dual-Encoders is a promising mechanism for answer retrieval in question ...

0 Yanmeng Wang, et al. ∙

research

∙ 05/17/2022

Learning to Learn Quantum Turbo Detection

This paper investigates a turbo receiver employing a variational quantum...

0 Bryan Liu, et al. ∙

research

∙ 05/17/2022

Variational Quantum Compressed Sensing for Joint User and Channel State Acquisition in Grant-Free Device Access Systems

This paper introduces a new quantum computing framework integrated with ...

0 Bryan Liu, et al. ∙

research

∙ 05/17/2022

AutoQML: Automated Quantum Machine Learning for Wi-Fi Integrated Sensing and Communications

Commercial Wi-Fi devices can be used for integrated sensing and communic...

0 Toshiaki Koike-Akino, et al. ∙

research

∙ 05/17/2022

Quantum Transfer Learning for Wi-Fi Sensing

Beyond data communications, commercial-off-the-shelf Wi-Fi devices can b...

0 Toshiaki Koike-Akino, et al. ∙

research

∙ 04/27/2022

A Multi-Head Convolutional Neural Network With Multi-path Attention improves Image Denoising

Recently, convolutional neural networks (CNNs) and attention mechanisms ...

8 Jiahong Zhang, et al. ∙

research

∙ 04/25/2022

Understanding the Relationship Between Core Constraints and Core-Selecting Payment Rules in Combinatorial Auctions

Combinatorial auctions (CAs) allow bidders to express complex preference...

0 Robin Fritsch, et al. ∙

research

∙ 04/08/2022

Exploring Transformer's potential on automatic piano transcription

Most recent research about automatic music transcription (AMT) uses conv...

0 Longshen Ou, et al. ∙

research

∙ 03/15/2022

RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion

Temporal factors are tied to the growth of facts in realistic applicatio...

0 Kai Chen, et al. ∙

research

∙ 12/28/2021

Multi-Band Wi-Fi Sensing with Matched Feature Granularity

Complementary to the fine-grained channel state information (CSI) from t...

7 Jianyuan Yu, et al. ∙

research

∙ 12/17/2021

AutoTransfer: Subject Transfer Learning with Censored Representations on Biosignals Data

We provide a regularization framework for subject transfer learning in w...

0 Niklas Smedemark-Margulies, et al. ∙

research

∙ 11/01/2021

MOST-GAN: 3D Morphable StyleGAN for Disentangled Face Image Manipulation

Recent advances in generative adversarial networks (GANs) have led to re...

1 Safa C. Medin, et al. ∙

research

∙ 10/19/2021

CGNN: Traffic Classification with Graph Neural Network

Traffic classification associates packet streams with known application ...

6 Bo Pang, et al. ∙

research

∙ 07/18/2021

Best Subset Selection: Statistical Computing Meets Quantum Computing

With the rapid development of quantum computers, quantum algorithms have...

0 Wenxuan Zhong, et al. ∙

research

∙ 07/17/2021

STRODE: Stochastic Boundary Ordinary Differential Equation

Perception of time from sequentially acquired sensory inputs is rooted i...

13 Hengguan Huang, et al. ∙

research

∙ 07/02/2021

A Practical Guide to Counterfactual Estimators for Causal Inference with Time-Series Cross-Sectional Data

This paper introduces a unified framework of counterfactual estimation f...

0 Licheng Liu, et al. ∙

research

∙ 06/29/2021

Inference in Spatial Experiments with Interference using the SpatialEffect Package

This paper presents methods for analyzing spatial experiments when compl...

0 Peter M. Aronow, et al. ∙

research

∙ 06/29/2021

How to Account for Alternatives When Comparing Effects: Revisiting 'Bringing Education to Afghan Girls'

This paper uses a "principal strata" approach to decompose treatment eff...

0 Dana Burde, et al. ∙

research

∙ 06/29/2021

Causal Inference under Temporal and Spatial Interference

Many social events and policies generate spillover effects in both time ...

0 Ye Wang, et al. ∙

research

∙ 06/16/2021

EEG-GNN: Graph Neural Networks for Classification of Electroencephalogram (EEG) Signals

Convolutional neural networks (CNN) have been frequently used to extract...

0 Andac Demir, et al. ∙

research

∙ 05/10/2021

Personalized Popular Music Generation Using Imitation and Structure

Many practices have been presented in music generation recently. While s...

0 Shuqi Dai, et al. ∙

Ye Wang

Featured Co-authors