b'Yang Zhang'

research

∙ 10/28/2021

LF-YOLO: A Lighter and Faster YOLO for Weld Defect Detection of X-ray Image

X-ray image plays an important role in manufacturing for quality assuran...

Moyun Liu, et al. ∙

research

∙ 10/26/2021

Drawing Robust Scratch Tickets: Subnetworks with Inborn Robustness Are Found within Randomly Initialized Networks

Deep Neural Networks (DNNs) are known to be vulnerable to adversarial at...

Yonggan Fu, et al. ∙

research

∙ 10/26/2021

Understanding Interlocking Dynamics of Cooperative Rationalization

Selective rationalization explains the prediction of complex neural netw...

Mo Yu, et al. ∙

research

∙ 10/26/2021

Applications of Multi-Agent Reinforcement Learning in Future Internet: A Comprehensive Survey

Future Internet involves several emerging technologies such as 5G and be...

Tianxu Li, et al. ∙

research

∙ 10/26/2021

Learning Rich Features for Gait Recognition by Integrating Skeletons and Silhouettes

Gait recognition captures gait patterns from the walking sequence of an ...

Yunjie Peng, et al. ∙

research

∙ 10/22/2021

Adaptive Fusion Affinity Graph with Noise-free Online Low-rank Representation for Natural Image Segmentation

Affinity graph-based segmentation methods have become a major trend in c...

Yang Zhang, et al. ∙

research

∙ 10/18/2021

A Lightweight and Accurate Recognition Framework for Signs of X-ray Weld Images

X-ray images are commonly used to ensure the security of devices in qual...

Moyun Liu, et al. ∙

research

∙ 10/14/2021

Exploring Timbre Disentanglement in Non-Autoregressive Cross-Lingual Text-to-Speech

In this paper, we present a FastPitch-based non-autoregressive cross-lin...

Haoyue Zhan, et al. ∙

research

∙ 10/14/2021

Revisiting IPA-based Cross-lingual Text-to-speech

International Phonetic Alphabet (IPA) has been widely used in cross-ling...

Haitong Zhang, et al. ∙

research

∙ 10/06/2021

Inference Attacks Against Graph Neural Networks

Graph is an important data representation ubiquitously existing in the r...

Zhikun Zhang, et al. ∙

research

∙ 10/04/2021

Fine-Grained Neural Network Explanation by Identifying Input Features with Predictive Information

One principal approach for illuminating a black-box neural network is fe...

Yang Zhang, et al. ∙

research

∙ 10/04/2021

On the Interplay Between Sparsity, Naturalness, Intelligibility, and Prosody in Speech Synthesis

Are end-to-end text-to-speech (TTS) models over-parametrized? To what ex...

Cheng-I Jeff Lai, et al. ∙

research

∙ 09/16/2021

Membership Inference Attacks Against Recommender Systems

Recently, recommender systems have achieved promising performances and b...

Minxing Zhang, et al. ∙

research

∙ 09/13/2021

Effective Tensor Completion via Element-wise Weighted Low-rank Tensor Train with Overlapping Ket Augmentation

In recent years, there have been an increasing number of applications of...

Yang Zhang, et al. ∙

research

∙ 08/23/2021

A Unified Transformer-based Framework for Duplex Text Normalization

Text normalization (TN) and inverse text normalization (ITN) are essenti...

Tuan Manh Lai, et al. ∙

research

∙ 08/20/2021

Deep Sequence Modeling: Development and Applications in Asset Pricing

We predict asset returns and measure risk premia using a prominent techn...

Lin William Cong, et al. ∙

research

∙ 08/02/2021

Pro-UIGAN: Progressive Face Hallucination from Occluded Thumbnails

In this paper, we study the task of hallucinating an authentic high-reso...

Yang Zhang, et al. ∙

research

∙ 07/21/2021

TumorCP: A Simple but Effective Object-Level Data Augmentation for Tumor Segmentation

Deep learning models are notoriously data-hungry. Thus, there is an urgi...

Jiawei Yang, et al. ∙

research

∙ 07/21/2021

Modality-aware Mutual Learning for Multi-modal Medical Image Segmentation

Liver cancer is one of the most common cancers worldwide. Due to inconsp...

Yao Zhang, et al. ∙

research

∙ 07/17/2021

Tea: Program Repair Using Neural Network Based on Program Information Attention Matrix

The advance in machine learning (ML)-driven natural language process (NL...

Wenshuo Wang, et al. ∙

research

∙ 07/01/2021

Leveraging Domain Agnostic and Specific Knowledge for Acronym Disambiguation

An obstacle to scientific document understanding is the extensive use of...

Qiwei Zhong, et al. ∙

research

∙ 06/23/2021

Teacher Model Fingerprinting Attacks Against Transfer Learning

Transfer learning has become a common solution to address training data ...

Yufei Chen, et al. ∙

research

∙ 06/21/2021

AOMD: An Analogy-aware Approach to Offensive Meme Detection on Social Media

This paper focuses on an important problem of detecting offensive analog...

Lanyu Shang, et al. ∙

research

∙ 06/21/2021

Confidence-Guided Radiology Report Generation

Medical imaging plays a pivotal role in diagnosis and treatment in clini...

Yixin Wang, et al. ∙

research

∙ 06/16/2021

Global Rhythm Style Transfer Without Text Transcriptions

Prosody plays an important role in characterizing the style of a speaker...

Kaizhi Qian, et al. ∙

research

∙ 06/15/2021

Voting for the right answer: Adversarial defense for speaker verification

Automatic speaker verification (ASV) is a well developed technology for ...

Haibin Wu, et al. ∙

research

∙ 06/11/2021

Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators

While maximizing deep neural networks' (DNNs') acceleration efficiency r...

Yonggan Fu, et al. ∙

research

∙ 06/10/2021

PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition

Recent work on speech self-supervised learning (speech SSL) demonstrated...

Cheng-I Jeff Lai, et al. ∙

research

∙ 06/02/2021

Conversational Question Answering: A Survey

Question answering (QA) systems provide a way of querying the informatio...

Munazza Zaib, et al. ∙

research

∙ 05/17/2021

SGD-QA: Fast Schema-Guided Dialogue State Tracking for Unseen Services

Dialogue state tracking is an essential part of goal-oriented dialogue s...

Yang Zhang, et al. ∙

research

∙ 05/13/2021

Causal Intervention for Leveraging Popularity Bias in Recommendation

Recommender system usually faces popularity bias issues: from the data p...

Yang Zhang, et al. ∙

research

∙ 04/11/2021

NeMo Inverse Text Normalization: From Development To Production

Inverse text normalization (ITN) converts spoken-domain automatic speech...

Yang Zhang, et al. ∙

research

∙ 04/01/2021

Explaining COVID-19 and Thoracic Pathology Model Predictions by Identifying Informative Input Features

Neural networks have demonstrated remarkable performance in classificati...

Ashkan Khakzar, et al. ∙

research

∙ 03/27/2021

Graph Unlearning

The right to be forgotten states that a data subject has the right to er...

Min Chen, et al. ∙

research

∙ 03/27/2021

Panoptic-PolarNet: Proposal-free LiDAR Point Cloud Panoptic Segmentation

Panoptic segmentation presents a new challenge in exploiting the merits ...

Zixiang Zhou, et al. ∙

research

∙ 02/10/2021

Node-Level Membership Inference Attacks Against Graph Neural Networks

Many real-world data comes in the form of graphs, such as social network...

Xinlei He, et al. ∙

research

∙ 02/08/2021

Quantifying and Mitigating Privacy Risks of Contrastive Learning

Data is the key factor to drive the development of machine learning (ML)...

Xinlei He, et al. ∙

research

∙ 02/04/2021

ML-Doctor: Holistic Risk Assessment of Inference Attacks Against Machine Learning Models

Inference attacks against Machine Learning (ML) models allow adversaries...

Yugeng Liu, et al. ∙

research

∙ 01/31/2021

A Unified Light Framework for Real-time Fault Detection of Freight Train Images

Real-time fault detection for freight trains plays a vital role in guara...

Yang Zhang, et al. ∙

research

∙ 01/11/2021

AT-BERT: Adversarial Training BERT for Acronym Identification Winning Solution for SDU@AAAI-21

Acronym identification focuses on finding the acronyms and the phrases t...

Danqing Zhu, et al. ∙

research

∙ 12/31/2020

Unified Mandarin TTS Front-end Based on Distilled BERT Model

The front-end module in a typical Mandarin text-to-speech system (TTS) i...

Yang Zhang, et al. ∙

research

∙ 12/30/2020

PrivSyn: Differentially Private Data Synthesis

In differential privacy (DP), a challenging problem is to generate synth...

Zhikun Zhang, et al. ∙

research

∙ 12/18/2020

Mention Extraction and Linking for SQL Query Generation

On the WikiSQL benchmark, state-of-the-art text-to-SQL systems typically...

Jianqiang Ma, et al. ∙

research

∙ 12/12/2020

The Lottery Tickets Hypothesis for Supervised and Self-supervised Pre-training in Computer Vision Models

The computer vision world has been re-gaining enthusiasm in various pre-...

Tianlong Chen, et al. ∙

research

∙ 11/21/2020

Deep Network Perceptual Losses for Speech Denoising

Contemporary speech enhancement predominantly relies on audio transforms...

Mark R. Saddler, et al. ∙

research

∙ 11/04/2020

A Survey on Contact Tracing: the Latest Advancements and Challenges

Infectious diseases are caused by pathogenic microorganisms, such as bac...

Ting Jiang, et al. ∙

research

∙ 11/03/2020

Improving RNN transducer with normalized jointer network

Recurrent neural transducer (RNN-T) is a promising end-to-end (E2E) mode...

Mingkun Huang, et al. ∙

research

∙ 11/03/2020

Dynamic latency speech recognition with asynchronous revision

In this work we propose an inference technique, asynchronous revision, t...

Mingkun Huang, et al. ∙

research

∙ 10/27/2020

Squeezing value of cross-domain labels: a decoupled scoring approach for speaker verification

Domain mismatch often occurs in real applications and causes serious per...

Lantian Li, et al. ∙

research

∙ 10/27/2020

Deep generative factorization for speech signal

Various information factors are blended in speech signals, which forms t...

Haoran Sun, et al. ∙

Yang Zhang

Featured Co-authors