Jiaxiang Liu | DeepAI

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Wei Liu
370 publications
Yan Zhang
195 publications
Yang Feng
127 publications
Yu Sun
127 publications
Ge Li
114 publications
Hua Wu
104 publications
Haifeng Wang
101 publications
Wen Gao
87 publications
Yang Xiang
74 publications
Dawei Yin
69 publications
Peng Sun
60 publications

∙ 08/10/2023

The Fast and the Private: Task-based Dataset Search

Modern dataset search platforms employ ML task-based utility metrics ins...

0 Zezhou Huang, et al. ∙

∙ 07/05/2023

A ChatGPT Aided Explainable Framework for Zero-Shot Medical Image Diagnosis

Zero-shot medical image classification is a critical process in real-wor...

0 Jiaxiang Liu, et al. ∙

∙ 07/05/2023

ToothSegNet: Image Degradation meets Tooth Segmentation in CBCT Images

In computer-assisted orthodontics, three-dimensional tooth models are re...

0 Jiaxiang Liu, et al. ∙

∙ 07/01/2023

Saibot: A Differentially Private Data Search Platform

Recent data search platforms use ML task-based utility measures rather t...

0 Zezhou Huang, et al. ∙

∙ 07/01/2023

JoinBoost: Grow Trees Over Normalized Data Using Only SQL

Although dominant for tabular data, ML libraries that train tree models ...

0 Zezhou Huang, et al. ∙

∙ 01/09/2023

ERNIE 3.0 Tiny: Frustratingly Simple Method to Improve Task-Agnostic Distillation Generalization

Task-agnostic knowledge distillation attempts to address the problem of ...

0 Weixin Liu, et al. ∙

∙ 11/28/2022

Cache Me If You Can: Accuracy-Aware Inference Engine for Differentially Private Data Exploration

Differential privacy (DP) allows data analysts to query databases that c...

0 Miti Mazmudar, et al. ∙

∙ 10/27/2022

ERNIE-ViLG 2.0: Improving Text-to-Image Diffusion Model with Knowledge-Enhanced Mixture-of-Denoising-Experts

Recent progress in diffusion models has revolutionized the popular techn...

0 Zhida Feng, et al. ∙

∙ 08/15/2022

DuETA: Traffic Congestion Propagation Pattern Modeling via Efficient Graph Learning for ETA Prediction at Baidu Maps

Estimated time of arrival (ETA) prediction, also known as travel time es...

0 Jizhou Huang, et al. ∙

∙ 07/02/2022

Abstraction and Refinement: Towards Scalable and Exact Verification of Neural Networks

As a new programming paradigm, deep neural networks (DNNs) have been inc...

0 Jiaxiang Liu, et al. ∙

∙ 05/18/2022

ERNIE-Search: Bridging Cross-Encoder with Dual-Encoder via Self On-the-fly Distillation for Dense Passage Retrieval

Neural retrievers based on pre-trained language models (PLMs), such as d...

0 Yuxiang Lu, et al. ∙

∙ 03/11/2022

AI-enabled Automatic Multimodal Fusion of Cone-Beam CT and Intraoral Scans for Intelligent 3D Tooth-Bone Reconstruction and Clinical Applications

A critical step in virtual dental treatment planning is to accurately de...

0 Jin Hao, et al. ∙

∙ 12/23/2021

ERNIE 3.0 Titan: Exploring Larger-scale Knowledge Enhanced Pre-training for Language Understanding and Generation

Pre-trained language models have achieved state-of-the-art results in va...

4 Shuohuan Wang, et al. ∙

∙ 10/11/2021

Generalization Techniques Empirically Outperform Differential Privacy against Membership Inference

Differentially private training algorithms provide protection against on...

0 Jiaxiang Liu, et al. ∙

∙ 07/05/2021

ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for Language Understanding and Generation

Pre-trained models have achieved state-of-the-art results in various Nat...

12 Yu Sun, et al. ∙

∙ 06/07/2021

Pre-trained Language Model for Web-scale Retrieval in Baidu Search

Retrieval is a crucial stage in web search that identifies a small set o...

0 Yiding Liu, et al. ∙

∙ 06/04/2021

ERNIE-Tiny : A Progressive Distillation Framework for Pretrained Transformer Compression

Pretrained language models (PLMs) such as BERT adopt a training paradigm...

8 Weiyue Su, et al. ∙

∙ 03/07/2021

Pose Discrepancy Spatial Transformer Based Feature Disentangling for Partial Aspect Angles SAR Target Recognition

This letter presents a novel framework termed DistSTN for the task of sy...

0 Zaidao Wen, et al. ∙

∙ 10/07/2020

Galileo at SemEval-2020 Task 12: Multi-lingual Learning for Offensive Language Identification using Pre-trained Language Models

This paper describes Galileo's performance in SemEval-2020 Task 12 on de...

0 Shuohuan Wang, et al. ∙

∙ 09/08/2020

ERNIE at SemEval-2020 Task 10: Learning Word Emphasis Selection by Pre-trained Language Model

This paper describes the system designed by ERNIE Team which achieved th...

0 Zhengjie Huang, et al. ∙

∙ 09/08/2020

kk2018 at SemEval-2020 Task 9: Adversarial Training for Code-Mixing Sentiment Classification

Code switching is a linguistic phenomenon that may occur within a multil...

0 Jiaxiang Liu, et al. ∙

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