Han Fang | DeepAI

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Featured Co-authors

Chang Liu
231 publications
Jie Zhang
215 publications
Yu Chen
160 publications
Luke Zettlemoyer
160 publications
Jiawei Han
140 publications
Dongdong Chen
113 publications
Nenghai Yu
110 publications
Ke Xu
108 publications
Hao Sun
91 publications
Feng Wang
90 publications
Weiming Zhang
72 publications

∙ 06/02/2023

Adaptive Attractors: A Defense Strategy against ML Adversarial Collusion Attacks

In the seller-buyer setting on machine learning models, the seller gener...

0 Jiyi Zhang, et al. ∙

∙ 05/14/2023

Watermarking Text Generated by Black-Box Language Models

LLMs now exhibit human-like skills in various fields, leading to worries...

0 Xi Yang, et al. ∙

∙ 05/13/2023

Mask to reconstruct: Cooperative Semantics Completion for Video-text Retrieval

Recently, masked video modeling has been widely explored and significant...

0 Han Fang, et al. ∙

∙ 05/10/2023

Finding Meaningful Distributions of ML Black-boxes under Forensic Investigation

Given a poorly documented neural network model, we take the perspective ...

0 Jiyi Zhang, et al. ∙

∙ 02/26/2023

Multi-objective Generative Design of Three-Dimensional Composite Materials

Composite materials with 3D architectures are desirable in a variety of ...

0 Zhengyang Zhang, et al. ∙

∙ 02/05/2023

OAcode: Overall Aesthetic 2D Barcode on Screen

Nowadays, two-dimensional (2D) barcodes have been widely used in various...

0 Zehua Ma, et al. ∙

∙ 02/04/2023

Representation Deficiency in Masked Language Modeling

Masked Language Modeling (MLM) has been one of the most prominent approa...

0 Yu Meng, et al. ∙

∙ 12/31/2022

Tracing the Origin of Adversarial Attack for Forensic Investigation and Deterrence

Deep neural networks are vulnerable to adversarial attacks. In this pape...

0 Han Fang, et al. ∙

∙ 12/05/2022

DeAR: A Deep-learning-based Audio Re-recording Resilient Watermarking

Audio watermarking is widely used for leaking source tracing. The robust...

0 Chang Liu, et al. ∙

∙ 11/04/2022

Improved Adaptive Algorithm for Scalable Active Learning with Weak Labeler

Active learning with strong and weak labelers considers a practical sett...

0 Yifang Chen, et al. ∙

∙ 06/27/2022

De-END: Decoder-driven Watermarking Network

With recent advances in machine learning, researchers are now able to so...

0 Han Fang, et al. ∙

∙ 06/02/2022

BayesFormer: Transformer with Uncertainty Estimation

Transformer has become ubiquitous due to its dominant performance in var...

0 Karthik Abinav Sankararaman, et al. ∙

∙ 04/25/2022

Go Wide or Go Deep: Levering Watermarking Performance with Computational Cost for Specific Images

Digital watermarking has been widely studied for the protection of intel...

0 Zhaoyang Jia, et al. ∙

∙ 01/13/2022

Conditional Variational Autoencoder with Balanced Pre-training for Generative Adversarial Networks

Class imbalance occurs in many real-world applications, including image ...

0 Yuchong Yao, et al. ∙

∙ 12/07/2021

Reducing Target Group Bias in Hate Speech Detectors

The ubiquity of offensive and hateful content on online fora necessitate...

0 Darsh J Shah, et al. ∙

∙ 10/19/2021

Speech Pattern based Black-box Model Watermarking for Automatic Speech Recognition

As an effective method for intellectual property (IP) protection, model ...

0 Haozhe Chen, et al. ∙

∙ 09/15/2021

Deep 3D Mesh Watermarking with Self-Adaptive Robustness

Robust 3D mesh watermarking is a traditional research topic in computer ...

0 Feng Wang, et al. ∙

∙ 09/13/2021

MLFW: A Database for Face Recognition on Masked Faces

As more and more people begin to wear masks due to current COVID-19 pand...

0 Chengrui Wang, et al. ∙

∙ 08/18/2021

MBRS : Enhancing Robustness of DNN-based Watermarking by Mini-Batch of Real and Simulated JPEG Compression

Based on the powerful feature extraction ability of deep learning archit...

7 Zhaoyang Jia, et al. ∙

∙ 08/05/2021

Exploring Structure Consistency for Deep Model Watermarking

The intellectual property (IP) of Deep neural networks (DNNs) can be eas...

3 Jie Zhang, et al. ∙

∙ 06/21/2021

CLIP2Video: Mastering Video-Text Retrieval via Image CLIP

We present CLIP2Video network to transfer the image-language pre-trainin...

0 Han Fang, et al. ∙

∙ 04/29/2021

Entailment as Few-Shot Learner

Large pre-trained language models (LMs) have demonstrated remarkable abi...

0 Sinong Wang, et al. ∙

∙ 04/15/2021

Micro-Estimates of Wealth for all Low- and Middle-Income Countries

Many critical policy decisions, from strategic investments to the alloca...

9 Guanghua Chi, et al. ∙

∙ 07/20/2020

Local Geometric Distortions Resilient Watermarking Scheme Based on Symmetry

As an efficient watermark attack method, geometric distortions destroy t...

0 Zehua Ma, et al. ∙

∙ 06/08/2020

Linformer: Self-Attention with Linear Complexity

Large transformer models have shown extraordinary success in achieving s...

17 Sinong Wang, et al. ∙

∙ 02/25/2020

Model Watermarking for Image Processing Networks

Deep learning has achieved tremendous success in numerous industrial app...

14 Jie Zhang, et al. ∙

∙ 12/25/2018

Deflecting 3D Adversarial Point Clouds Through Outlier-Guided Removal

Neural networks are vulnerable to adversarial examples, which poses a th...

0 Hang Zhou, et al. ∙

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