b'Chao Shen'

research

∙ 08/14/2023

Dialogue for Prompting: a Policy-Gradient-Based Discrete Prompt Optimization for Few-shot Learning

Prompt-based pre-trained language models (PLMs) paradigm have succeeded ...

0 Chengzhengxu Li, et al. ∙

research

∙ 08/03/2023

Hard Adversarial Example Mining for Improving Robust Fairness

Adversarial training (AT) is widely considered the state-of-the-art tech...

0 Chenhao Lin, et al. ∙

research

∙ 06/22/2023

Machine-Learning-Assisted and Real-Time-Feedback-Controlled Growth of InAs/GaAs Quantum Dots

Self-assembled InAs/GaAs quantum dots (QDs) have properties highly valua...

0 Chao Shen, et al. ∙

research

∙ 05/10/2023

Quantization Aware Attack: Enhancing the Transferability of Adversarial Attacks across Target Models with Different Quantization Bitwidths

Quantized Neural Networks (QNNs) receive increasing attention in resourc...

0 Yulong Yang, et al. ∙

research

∙ 05/04/2023

IMAP: Intrinsically Motivated Adversarial Policy

Reinforcement learning (RL) agents are known to be vulnerable to evasion...

0 Xiang Zheng, et al. ∙

research

∙ 04/09/2023

CILIATE: Towards Fairer Class-based Incremental Learning by Dataset and Training Refinement

Due to the model aging problem, Deep Neural Networks (DNNs) need updates...

0 Xuanqi Gao, et al. ∙

research

∙ 03/07/2023

End-to-end Face-swapping via Adaptive Latent Representation Learning

Taking full advantage of the excellent performance of StyleGAN, style tr...

0 Chenhao Lin, et al. ∙

research

∙ 12/20/2022

CoCo: Coherence-Enhanced Machine-Generated Text Detection Under Data Limitation With Contrastive Learning

Machine-Generated Text (MGT) detection, a task that discriminates MGT fr...

0 Xiaoming Liu, 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

∙ 08/11/2022

Covert Beamforming Design for Integrated Radar Sensing and Communication Systems

We propose covert beamforming design frameworks for integrated radar sen...

0 Shuai Ma, et al. ∙

research

∙ 07/11/2022

Robust Beamforming Design for IRS-Aided URLLC in D2D Networks

Intelligent reflecting surface (IRS) and device-to-device (D2D) communic...

0 Jing Cheng, et al. ∙

research

∙ 06/25/2022

BackdoorBench: A Comprehensive Benchmark of Backdoor Learning

Backdoor learning is an emerging and important topic of studying the vul...

0 Baoyuan Wu, et al. ∙

research

∙ 04/06/2022

FairNeuron: Improving Deep Neural Network Fairness with Adversary Games on Selective Neurons

With Deep Neural Network (DNN) being integrated into a growing number of...

0 Xuanqi Gao, et al. ∙

research

∙ 03/25/2022

WaveFuzz: A Clean-Label Poisoning Attack to Protect Your Voice

People are not always receptive to their voice data being collected and ...

1 Yunjie Ge, et al. ∙

research

∙ 03/23/2022

Block-Level Interference Exploitation Precoding without Symbol-by-Symbol Optimization

Symbol-level precoding (SLP) based on the concept of constructive interf...

0 Ang Li, et al. ∙

research

∙ 03/04/2022

Towards Benchmarking and Evaluating Deepfake Detection

Deepfake detection automatically recognizes the manipulated medias throu...

0 Chenhao Lin, et al. ∙

research

∙ 02/20/2022

Practical Interference Exploitation Precoding without Symbol-by-Symbol Optimization: A Block-Level Approach

In this paper, we propose a constructive interference (CI)-based block-l...

0 Ang Li, et al. ∙

research

∙ 11/26/2021

RIS-aided D2D Communication Design for URLLC Packet Delivery

In this paper, we consider a smart factory scenario where a set of actua...

0 Jing Cheng, et al. ∙

research

∙ 10/19/2021

Black-box Adversarial Attacks on Commercial Speech Platforms with Minimal Information

Adversarial attacks against commercial black-box speech platforms, inclu...

0 Baolin Zheng, et al. ∙

research

∙ 09/01/2021

Covert Beamforming Design for Intelligent Reflecting Surface Assisted IoT Networks

In this paper, we consider covert beamforming design for intelligent ref...

0 Shuai Ma, et al. ∙

research

∙ 08/31/2021

Robust Symbol-Level Precoding and Passive Beamforming for IRS-Aided Communications

This paper investigates a joint beamforming design in a multiuser multip...

0 Guangyang Zhang, et al. ∙

research

∙ 06/23/2021

Teacher Model Fingerprinting Attacks Against Transfer Learning

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

0 Yufei Chen, et al. ∙

research

∙ 06/15/2021

Securing Face Liveness Detection Using Unforgeable Lip Motion Patterns

Face authentication usually utilizes deep learning models to verify user...

0 Man Zhou, et al. ∙

research

∙ 06/12/2021

CARTL: Cooperative Adversarially-Robust Transfer Learning

Transfer learning eases the burden of training a well-performed model fr...

0 Dian Chen, et al. ∙

research

∙ 06/04/2021

Relay Selection and Resource Allocation for Ultra-Reliable Uplink Transmission in Smart Factory Scenarios

In this paper, a relay-aided two-phase transmission protocol for the sma...

0 Jing Cheng, et al. ∙

research

∙ 06/04/2021

Robust Resource Allocation for Multi-Antenna URLLC-OFDMA Systems in a Smart Factory

In this paper, we investigate the worst-case robust beamforming design a...

0 Jing Cheng, et al. ∙

research

∙ 12/30/2020

Infer-AVAE: An Attribute Inference Model Based on Adversarial Variational Autoencoder

Facing the sparsity of user attributes on social networks, attribute inf...

0 Yadong Zhou, et al. ∙

research

∙ 12/03/2020

A Duet Recommendation Algorithm Based on Jointly Local and Global Representation Learning

Knowledge graph (KG), as the side information, is widely utilized to lea...

0 Xiaoming Liu, et al. ∙

research

∙ 11/12/2020

A Fast and Scalable Authentication Scheme in IoT for Smart Living

Numerous resource-limited smart objects (SOs) such as sensors and actuat...

0 Jianhua Li, et al. ∙

research

∙ 09/11/2020

Optimal Resource Allocation for Delay Minimization in NOMA-MEC Networks

Multi-access edge computing (MEC) can enhance the computing capability o...

0 Fang Fang, et al. ∙

research

∙ 06/26/2020

A Unified Framework for Analyzing and Detecting Malicious Examples of DNN Models

Deep Neural Networks are well known to be vulnerable to adversarial atta...

0 Kaidi Jin, et al. ∙

research

∙ 06/25/2020

Multi-Agent Deep Reinforcement Learning for HVAC Control in Commercial Buildings

In commercial buildings, about 40 is attributed to Heating, Ventilation,...

0 Liang Yu, et al. ∙

research

∙ 03/13/2020

Learning Graph Embedding with Limited Labeled Data: An Efficient Sampling Approach

Semi-supervised graph embedding methods represented by graph convolution...

40 Qirui Li, et al. ∙

research

∙ 02/09/2020

Robust URLLC Packet Scheduling of OFDM Systems

In this paper, we consider the power minimization problem of joint physi...

0 Jing Cheng, et al. ∙

research

∙ 01/03/2020

Scalability and robustness of spectral embedding: landmark diffusion is all you need

While spectral embedding is a widely applied dimension reduction techniq...

0 Chao Shen, et al. ∙

research

∙ 11/04/2019

HARQ-CC Enabled NOMA Designs With Outage Probability Constraints

In this paper, we aim to design an adaptive power allocation scheme to m...

0 Yanqing Xu, et al. ∙

research

∙ 10/29/2019

Shielding Collaborative Learning: Mitigating Poisoning Attacks through Client-Side Detection

Collaborative learning allows multiple clients to train a joint model wi...

0 Lingchen Zhao, et al. ∙

research

∙ 10/22/2019

Adversarial Example Detection by Classification for Deep Speech Recognition

Machine Learning systems are vulnerable to adversarial attacks and will ...

0 Saeid Samizade, et al. ∙

research

∙ 09/16/2019

VeriML: Enabling Integrity Assurances and Fair Payments for Machine Learning as a Service

Machine Learning as a Service (MLaaS) allows clients with limited resour...

0 Lingchen Zhao, et al. ∙

research

∙ 04/28/2019

Optimal Task Assignment and Power Allocation for NOMA Mobile-Edge Computing Networks

Mobile edge computing (MEC) can enhance the computing capability of mobi...

0 Fang Fang, et al. ∙

research

∙ 03/18/2019

Robust Trajectory and Resource Allocation Design for Secure UAV-aided Communications

This paper aims to enhance the physical layer security against potential...

0 Xiaofang Sun, et al. ∙

research

∙ 11/01/2018

Deep Learning Based Gait Recognition Using Smartphones in the Wild

Comparing with other biometrics, gait has advantages of being unobtrusiv...

20 Qin Zou, et al. ∙

research

∙ 06/24/2018

On Energy-Efficient NOMA Designs for Heterogeneous Low-Latency Downlink Transmissions

This paper investigates energy-efficient resource allocation for the two...

0 Yanqing Xu, et al. ∙

research

∙ 06/11/2018

Joint Beamforming and Power Allocation in Downlink NOMA Multiuser MIMO Networks

In this paper, a novel joint design of beamforming and power allocation ...

0 Xiaofang Sun, et al. ∙

research

∙ 04/09/2018

Connecting Dots -- from Local Covariance to Empirical Intrinsic Geometry and Locally Linear Embedding

Local covariance structure under the manifold setup has been widely appl...

0 John Malik, et al. ∙

research

∙ 03/20/2018

Max-Min Fairness User Scheduling and Power Allocation in Full-Duplex OFDMA Systems

In a full-duplex (FD) multi-user network, the system performance is not ...

0 Xiaozhou Zhang, et al. ∙

research

∙ 01/09/2018

Aviation Time Minimization of UAV for Data Collection over Wireless Sensor Networks

In this paper, we consider a scenario where an unmanned aerial vehicle (...

0 Jie Gong, et al. ∙

research

∙ 12/13/2017

Energy-Efficient Non-Orthogonal Transmission under Reliability and Finite Blocklength Constraints

This paper investigates an energy-efficient non-orthogonal transmission ...

0 Yanqing Xu, et al. ∙

research

∙ 10/22/2017

WristAuthen: A Dynamic Time Wrapping Approach for User Authentication by Hand-Interaction through Wrist-Worn Devices

The growing trend of using wearable devices for context-aware computing ...

0 Qi Lyu, et al. ∙

Chao Shen

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