Yan Xiao | DeepAI

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∙ 08/22/2023

LEAP: Efficient and Automated Test Method for NLP Software

The widespread adoption of DNNs in NLP software has highlighted the need...

0 Mingxuan Xiao, et al. ∙

∙ 07/17/2023

Towards Stealthy Backdoor Attacks against Speech Recognition via Elements of Sound

Deep neural networks (DNNs) have been widely and successfully adopted an...

0 Hanbo Cai, et al. ∙

∙ 07/12/2023

Neural Free-Viewpoint Relighting for Glossy Indirect Illumination

Precomputed Radiance Transfer (PRT) remains an attractive solution for r...

0 Nithin Raghavan, et al. ∙

∙ 12/20/2022

VSVC: Backdoor attack against Keyword Spotting based on Voiceprint Selection and Voice Conversion

Keyword spotting (KWS) based on deep neural networks (DNNs) has achieved...

0 Hanbo Cai, et al. ∙

∙ 11/16/2022

PBSM: Backdoor attack against Keyword spotting based on pitch boosting and sound masking

Keyword spotting (KWS) has been widely used in various speech control sc...

0 Hanbo Cai, et al. ∙

∙ 06/24/2022

Adversarial Robustness of Deep Neural Networks: A Survey from a Formal Verification Perspective

Neural networks have been widely applied in security applications such a...

0 Mark Huasong Meng, et al. ∙

∙ 10/06/2021

Generalizing Neural Networks by Reflecting Deviating Data in Production

Trained with a sufficiently large training and testing dataset, Deep Neu...

0 Yan Xiao, et al. ∙

∙ 03/03/2021

Self-Checking Deep Neural Networks in Deployment

The widespread adoption of Deep Neural Networks (DNNs) in important doma...

0 Yan Xiao, et al. ∙

∙ 01/10/2021

Adaptive Prototypical Networks with Label Words and Joint Representation Learning for Few-Shot Relation Classification

Relation classification (RC) task is one of fundamental tasks of informa...

8 Yan Xiao, et al. ∙

∙ 03/10/2020

Hybrid Attention-Based Transformer Block Model for Distant Supervision Relation Extraction

With an exponential explosive growth of various digital text information...

0 Yan Xiao, et al. ∙

∙ 07/06/2019

Node-Constrained Traffic Engineering: Theory and Applications

Traffic engineering (TE) is a fundamental task in networking. Convention...

0 George Trimponias, et al. ∙

∙ 05/20/2019

Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation

We present a neural approach called IRNet for complex and cross-domain T...

0 Jiaqi Guo, et al. ∙

∙ 06/28/2018

Beyond Precision: A Study on Recall of Initial Retrieval with Neural Representations

Vocabulary mismatch is a central problem in information retrieval (IR), ...

0 Yan Xiao, et al. ∙

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