b'Qi Li'

research

∙ 07/31/2022

Improving Distantly Supervised Relation Extraction by Natural Language Inference

To reduce human annotations for relation extraction (RE) tasks, distantl...

Kang Zhou, et al. ∙

research

∙ 06/20/2022

Adaptive Domain Interest Network for Multi-domain Recommendation

Industrial recommender systems usually hold data from multiple business ...

Yuchen Jiang, et al. ∙

research

∙ 03/29/2022

AnyFace: Free-style Text-to-Face Synthesis and Manipulation

Existing text-to-image synthesis methods generally are only applicable t...

Jianxin Sun, et al. ∙

research

∙ 03/24/2022

GX-Plug: a Middleware for Plugging Accelerators to Distributed Graph Processing

Recently, research communities highlight the necessity of formulating a ...

Kai Zou, et al. ∙

research

∙ 03/24/2022

Learning Disentangled Representation for One-shot Progressive Face Swapping

Although face swapping has attracted much attention in recent years, it ...

Qi Li, et al. ∙

research

∙ 03/17/2022

A Systematic Study of Android Non-SDK (Hidden) Service API Security

Android allows apps to communicate with its system services via system s...

Yi He, et al. ∙

research

∙ 03/04/2022

Voice-Face Homogeneity Tells Deepfake

Detecting forgery videos is highly desirable due to the abuse of deepfak...

Harry Cheng, et al. ∙

research

∙ 03/04/2022

Quantum Deep Learning for Mutant COVID-19 Strain Prediction

New COVID-19 epidemic strains like Delta and Omicron with increased tran...

Yu-Xin Jin, et al. ∙

research

∙ 03/04/2022

Towards Benchmarking and Evaluating Deepfake Detection

Deepfake detection automatically recognizes the manipulated medias throu...

Chenhao Lin, et al. ∙

research

∙ 02/14/2022

Approximate Nearest Neighbor Search under Neural Similarity Metric for Large-Scale Recommendation

Model-based methods for recommender systems have been studied extensivel...

Rihan Chen, et al. ∙

research

∙ 02/08/2022

MOST-Net: A Memory Oriented Style Transfer Network for Face Sketch Synthesis

Face sketch synthesis has been widely used in multi-media entertainment ...

Fan Ji, et al. ∙

research

∙ 01/19/2022

CPTAM: Constituency Parse Tree Aggregation Method

Diverse Natural Language Processing tasks employ constituency parsing to...

Adithya Kulkarni, et al. ∙

research

∙ 01/05/2022

Biphasic Face Photo-Sketch Synthesis via Semantic-Driven Generative Adversarial Network with Graph Representation Learning

In recent years, significant progress has been achieved in biphasic face...

Xingqun Qi, et al. ∙

research

∙ 12/10/2021

IFR-Explore: Learning Inter-object Functional Relationships in 3D Indoor Scenes

Building embodied intelligent agents that can interact with 3D indoor en...

Qi Li, 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...

Baolin Zheng, et al. ∙

research

∙ 09/27/2021

Cyber-Physical Taint Analysis in Multi-stage Manufacturing Systems (MMS): A Case Study

Information flows are intrinsic properties of an multi-stage manufacturi...

Tao Liu, et al. ∙

research

∙ 09/15/2021

A Unified Framework for Biphasic Facial Age Translation with Noisy-Semantic Guided Generative Adversarial Networks

Biphasic facial age translation aims at predicting the appearance of the...

Muyi Sun, et al. ∙

research

∙ 09/09/2021

Truth Discovery in Sequence Labels from Crowds

Annotations quality and quantity positively affect the performance of se...

Nasim Sabetpour, et al. ∙

research

∙ 09/06/2021

From Contexts to Locality: Ultra-high Resolution Image Segmentation via Locality-aware Contextual Correlation

Ultra-high resolution image segmentation has raised increasing interests...

Qi Li, et al. ∙

research

∙ 08/23/2021

Towards Balanced Learning for Instance Recognition

Instance recognition is rapidly advanced along with the developments of ...

Jiangmiao Pang, et al. ∙

research

∙ 08/21/2021

A Hard Label Black-box Adversarial Attack Against Graph Neural Networks

Graph Neural Networks (GNNs) have achieved state-of-the-art performance ...

Jiaming Mu, et al. ∙

research

∙ 08/07/2021

Scientific X-ray

The rapid development of modern science and technology has spawned rich ...

Qi Li, et al. ∙

research

∙ 07/13/2021

HDMapNet: An Online HD Map Construction and Evaluation Framework

High-definition map (HD map) construction is a crucial problem for auton...

Qi Li, et al. ∙

research

∙ 07/12/2021

Contrastive Learning for Cold-Start Recommendation

Recommending cold-start items is a long-standing and fundamental challen...

Yinwei Wei, et al. ∙

research

∙ 07/11/2021

Partial Video Domain Adaptation with Partial Adversarial Temporal Attentive Network

Partial Domain Adaptation (PDA) is a practical and general domain adapta...

Yuecong Xu, et al. ∙

research

∙ 06/29/2021

Face Sketch Synthesis via Semantic-Driven Generative Adversarial Network

Face sketch synthesis has made significant progress with the development...

Xingqun Qi, et al. ∙

research

∙ 06/28/2021

Realtime Robust Malicious Traffic Detection via Frequency Domain Analysis

Machine learning (ML) based malicious traffic detection is an emerging s...

Chuanpu Fu, et al. ∙

research

∙ 06/24/2021

Class agnostic moving target detection by color and location prediction of moving area

Moving target detection plays an important role in computer vision. Howe...

Zhuang He, 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...

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...

Dian Chen, et al. ∙

research

∙ 06/02/2021

DFGC 2021: A DeepFake Game Competition

This paper presents a summary of the DFGC 2021 competition. DeepFake tec...

Bo Peng, et al. ∙

research

∙ 05/11/2021

One Shot Face Swapping on Megapixels

Face swapping has both positive applications such as entertainment, huma...

Yuhao Zhu, et al. ∙

research

∙ 04/30/2021

SRDiff: Single Image Super-Resolution with Diffusion Probabilistic Models

Single image super-resolution (SISR) aims to reconstruct high-resolution...

Haoying Li, et al. ∙

research

∙ 03/30/2021

Free-form Description Guided 3D Visual Graph Network for Object Grounding in Point Cloud

3D object grounding aims to locate the most relevant target object in a ...

Mingtao Feng, et al. ∙

research

∙ 02/18/2021

Truncation-Free Matching System for Display Advertising at Alibaba

Matching module plays a critical role in display advertising systems. Wi...

Jin Li, et al. ∙

research

∙ 02/18/2021

Data Poisoning Attacks and Defenses to Crowdsourcing Systems

A key challenge of big data analytics is how to collect a large volume o...

Minghong Fang, et al. ∙

research

∙ 02/10/2021

Detecting Localized Adversarial Examples: A Generic Approach using Critical Region Analysis

Deep neural networks (DNNs) have been applied in a wide range of applica...

Fengting Li, et al. ∙

research

∙ 01/07/2021

Data Poisoning Attacks to Deep Learning Based Recommender Systems

Recommender systems play a crucial role in helping users to find their i...

Hai Huang, et al. ∙

research

∙ 12/31/2020

Automatic Historical Feature Generation through Tree-based Method in Ads Prediction

Historical features are important in ads click-through rate (CTR) predic...

Hongjian Wang, et al. ∙

research

∙ 11/27/2020

Robust Attacks on Deep Learning Face Recognition in the Physical World

Deep neural networks (DNNs) have been increasingly used in face recognit...

Meng Shen, et al. ∙

research

∙ 11/19/2020

Style Intervention: How to Achieve Spatial Disentanglement with Style-based Generators?

Generative Adversarial Networks (GANs) with style-based generators (e.g....

Yunfan Liu, et al. ∙

research

∙ 10/29/2020

Cream of the Crop: Distilling Prioritized Paths For One-Shot Neural Architecture Search

One-shot weight sharing methods have recently drawn great attention in n...

Houwen Peng, et al. ∙

research

∙ 10/26/2020

Manifold learning-based feature extraction for structural defect reconstruction

Data-driven quantitative defect reconstructions using ultrasonic guided ...

Qi Li, et al. ∙

research

∙ 09/14/2020

A novel combination of theoretical analysis and data-driven method for reconstruction of structural defects

Ultrasonic guided wave technology has played a significant role in the f...

Qi Li, et al. ∙

research

∙ 09/01/2020

When the Differences in Frequency Domain are Compensated: Understanding and Defeating Modulated Replay Attacks on Automatic Speech Recognition

Automatic speech recognition (ASR) systems have been widely deployed in ...

Shu Wang, et al. ∙

research

∙ 08/29/2020

Off-Path TCP Exploits of the Mixed IPID Assignment

In this paper, we uncover a new off-path TCP hijacking attack that can b...

Xuewei Feng, et al. ∙

research

∙ 08/02/2020

Removing Backdoor-Based Watermarks in Neural Networks with Limited Data

Deep neural networks have been widely applied and achieved great success...

Xuankai Liu, et al. ∙

research

∙ 07/01/2020

Low-light Image Restoration with Short- and Long-exposure Raw Pairs

Low-light imaging with handheld mobile devices is a challenging issue. L...

Meng Chang, et al. ∙

research

∙ 06/11/2020

Quasi-Dense Instance Similarity Learning

Similarity metrics for instances have drawn much attention, due to their...

Jiangmiao Pang, et al. ∙

research

∙ 06/03/2020

Reference Guided Face Component Editing

Face portrait editing has achieved great progress in recent years. Howev...

Qiyao Deng, et al. ∙

Qi Li

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