Yujia Xie

Yujia Xie

Georgia Institute of Technology

H-index: 13

North America-United States

About Yujia Xie

Yujia Xie, With an exceptional h-index of 13 and a recent h-index of 13 (since 2020), a distinguished researcher at Georgia Institute of Technology, specializes in the field of machine learning, deep learning, optimal transport.

His recent articles reflect a diverse array of research interests and contributions to the field:

DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models

Interactive Editing for Text Summarization

Album Storytelling with Iterative Story-aware Captioning and Large Language Models

Summarization with Precise Length Control

ChatGPT-steered Editing Instructor for Customization of Abstractive Summarization

Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback

MADAv2: Advanced Multi-Anchor Based Active Domain Adaptation Segmentation

Visual Clues: Bridging Vision and Language Foundations for Image Paragraph Captioning

Yujia Xie Information

University

Position

PhD student of machine learning

Citations(all)

757

Citations(since 2020)

753

Cited By

108

hIndex(all)

13

hIndex(since 2020)

13

i10Index(all)

16

i10Index(since 2020)

16

Email

University Profile Page

Google Scholar

Yujia Xie Skills & Research Interests

machine learning

deep learning

optimal transport

Top articles of Yujia Xie

DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models

arXiv preprint arXiv:2309.03883

2023/9/7

Interactive Editing for Text Summarization

arXiv preprint arXiv:2306.03067

2023/6/5

Yujia Xie
Yujia Xie

H-Index: 6

Xun Wang
Xun Wang

H-Index: 1

Album Storytelling with Iterative Story-aware Captioning and Large Language Models

arXiv preprint arXiv:2305.12943

2023/5/22

Summarization with Precise Length Control

arXiv preprint arXiv:2305.05171

2023/5/9

Yujia Xie
Yujia Xie

H-Index: 6

Song Wang
Song Wang

H-Index: 4

ChatGPT-steered Editing Instructor for Customization of Abstractive Summarization

arXiv preprint arXiv:2305.02483

2023/5/4

Wen Xiao
Wen Xiao

H-Index: 14

Yujia Xie
Yujia Xie

H-Index: 6

Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback

arXiv preprint arXiv:2302.12813

2023/2/24

MADAv2: Advanced Multi-Anchor Based Active Domain Adaptation Segmentation

IEEE Transactions on Pattern Analysis and Machine Intelligence

2023/7/11

Visual Clues: Bridging Vision and Language Foundations for Image Paragraph Captioning

Advances in Neural Information Processing Systems 36

2022/6/3

Yujia Xie
Yujia Xie

H-Index: 6

REVIVE: Regional Visual Representation Matters in Knowledge-Based Visual Question Answering

Advances in Neural Information Processing Systems 36

2022/6/2

Yujia Xie
Yujia Xie

H-Index: 6

Dongdong Chen
Dongdong Chen

H-Index: 19

i-Code: An Integrative and Composable Multimodal Learning Framework

Proceedings of the AAAI Conference on Artificial Intelligence

2023/6/26

K-LITE: Learning Transferable Visual Models with External Knowledge

NeurIPS 2022

2022/4/20

Look Before You Match: Instance Understanding Matters in Video Object Segmentation

2023

Improving Commonsense in Vision-Language Models via Knowledge Graph Riddles

2022/11/29

OmniVL: One Foundation Model for Image-Language and Video-Language Tasks

Advances in neural information processing systems

2022/12/6

A Hypergradient Approach to Robust Regression without Correspondence

The International Conference on Learning Representations

2021

Active image synthesis for efficient labeling

IEEE transactions on pattern analysis and machine intelligence

2020/5/11

Conditional Self-Attention for Query-based Summarization

arXiv preprint arXiv:2002.07338

2020/2/18

Yujia Xie
Yujia Xie

H-Index: 6

Tianyi Zhou
Tianyi Zhou

H-Index: 17

Differentiable Top-k with Optimal Transport

Advances in Neural Information Processing Systems

2020

See List of Professors in Yujia Xie University(Georgia Institute of Technology)

Co-Authors

academic-engine