Ji Wang

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National University of Singapore ∙ Peking University

Keyphrase Extraction with Dynamic Graph Convolutional Networks and Diversified Inference

Keyphrase extraction (KE) aims to summarize a set of phrases that accura...
10/24/2020 ∙ by Haoyu Zhang, et al. ∙ 0 ∙ share

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AP-Loss for Accurate One-Stage Object Detection

One-stage object detectors are trained by optimizing classification-loss...
08/17/2020 ∙ by Kean Chen, et al. ∙ 0 ∙ share

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Input Validation for Neural Networks via Runtime Local Robustness Verification

Local robustness verification can verify that a neural network is robust...
02/09/2020 ∙ by Jiangchao Liu, et al. ∙ 0 ∙ share

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Out-of-Distribution Detection with Distance Guarantee in Deep Generative Models

Recent research has shown that it is challenging to detect out-of-distri...
02/09/2020 ∙ by Yufeng Zhang, et al. ∙ 0 ∙ share

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Not Just Cloud Privacy: Protecting Client Privacy in Teacher-Student Learning

Ensuring the privacy of sensitive data used to train modern machine lear...
10/17/2019 ∙ by Lichao Sun, et al. ∙ 0 ∙ share

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SEdroid: A Robust Android Malware Detector using Selective Ensemble Learning

For the dramatic increase of Android malware and low efficiency of manua...
09/06/2019 ∙ by Ji Wang, et al. ∙ 0 ∙ share

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Private Deep Learning with Teacher Ensembles

Privacy-preserving deep learning is crucial for deploying deep neural ne...
06/05/2019 ∙ by Lichao Sun, et al. ∙ 0 ∙ share

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Towards Accurate One-Stage Object Detection with AP-Loss

One-stage object detectors are trained by optimizing classification-loss...
04/12/2019 ∙ by Kean Chen, et al. ∙ 0 ∙ share

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Pretraining-Based Natural Language Generation for Text Summarization

In this paper, we propose a novel pretraining-based encoder-decoder fram...
02/25/2019 ∙ by Haoyu Zhang, et al. ∙ 8 ∙ share

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Adversarial Attack and Defense on Graph Data: A Survey

Deep neural networks (DNNs) have been widely applied in various applicat...
12/26/2018 ∙ by Lichao Sun, et al. ∙ 0 ∙ share

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Dynamic Sounding for Multi-User MIMO in Wireless LANs

Consumer electronic (CE) devices increasingly rely on wireless local are...
12/04/2018 ∙ by Xiaofu Ma, et al. ∙ 0 ∙ share

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Boosting the Robustness Verification of DNN by Identifying the Achilles's Heel

Deep Neural Network (DNN) is a widely used deep learning technique. How ...
11/17/2018 ∙ by Chengdong Feng, et al. ∙ 0 ∙ share

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Private Model Compression via Knowledge Distillation

The soaring demand for intelligent mobile applications calls for deployi...
11/13/2018 ∙ by Ji Wang, et al. ∙ 0 ∙ share

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Layerwise Perturbation-Based Adversarial Training for Hard Drive Health Degree Prediction

With the development of cloud computing and big data, the reliability of...
09/11/2018 ∙ by Jianguo Zhang, et al. ∙ 0 ∙ share

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Deep Learning Towards Mobile Applications

Recent years have witnessed an explosive growth of mobile devices. Mobil...
09/10/2018 ∙ by Ji Wang, et al. ∙ 0 ∙ share

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Not Just Privacy: Improving Performance of Private Deep Learning in Mobile Cloud

The increasing demand for on-device deep learning services calls for a h...
09/10/2018 ∙ by Ji Wang, et al. ∙ 0 ∙ share

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Combining Symbolic Execution and Model Checking to Verify MPI Programs

Message Passing Interface (MPI) is the standard paradigm of programming ...
03/16/2018 ∙ by Hengbiao Yu, et al. ∙ 0 ∙ share

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Scheduling Constraint Based Abstraction Refinement for Multi-Threaded Program Verification

Bounded model checking is among the most efficient techniques for the au...
08/22/2017 ∙ by Liangze Yin, et al. ∙ 0 ∙ share

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Untangling Blockchain: A Data Processing View of Blockchain Systems

Blockchain technologies are gaining massive momentum in the last few yea...
08/17/2017 ∙ by Tien Tuan Anh Dinh, et al. ∙ 0 ∙ share

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Ji Wang

Featured Co-authors

Bo Li

Philip S. Yu

Caiming Xiong

Ming Zhou

Zhibo Chen

Jia Li

Gang Chen

Nan Duan

Weiyao Lin

Rui Liu

Beng Chin Ooi

Keyphrase Extraction with Dynamic Graph Convolutional Networks and Diversified Inference

AP-Loss for Accurate One-Stage Object Detection

Input Validation for Neural Networks via Runtime Local Robustness Verification

Out-of-Distribution Detection with Distance Guarantee in Deep Generative Models

Not Just Cloud Privacy: Protecting Client Privacy in Teacher-Student Learning

SEdroid: A Robust Android Malware Detector using Selective Ensemble Learning

Private Deep Learning with Teacher Ensembles

Towards Accurate One-Stage Object Detection with AP-Loss

Pretraining-Based Natural Language Generation for Text Summarization

Adversarial Attack and Defense on Graph Data: A Survey

Dynamic Sounding for Multi-User MIMO in Wireless LANs

Boosting the Robustness Verification of DNN by Identifying the Achilles's Heel

Private Model Compression via Knowledge Distillation

Layerwise Perturbation-Based Adversarial Training for Hard Drive Health Degree Prediction

Deep Learning Towards Mobile Applications

Not Just Privacy: Improving Performance of Private Deep Learning in Mobile Cloud

Combining Symbolic Execution and Model Checking to Verify MPI Programs

Scheduling Constraint Based Abstraction Refinement for Multi-Threaded Program Verification

Untangling Blockchain: A Data Processing View of Blockchain Systems