Mingi Ji

Mingi Ji

KAIST

H-index: 8

Asia-South Korea

About Mingi Ji

Mingi Ji, With an exceptional h-index of 8 and a recent h-index of 8 (since 2020), a distinguished researcher at KAIST, specializes in the field of machine learning.

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

Unknown-aware domain adversarial learning for open-set domain adaptation

Bros: A pre-trained language model focusing on text and layout for better key information extraction from documents

Show, attend and distill: Knowledge distillation via attention-based feature matching

Refine myself by teaching myself: Feature refinement via self-knowledge distillation

BROS: A pre-trained language model for understanding texts in document

Sequential recommendation with relation-aware kernelized self-attention

Mingi Ji Information

University

Position

___

Citations(all)

413

Citations(since 2020)

413

Cited By

17

hIndex(all)

8

hIndex(since 2020)

8

i10Index(all)

8

i10Index(since 2020)

8

Email

University Profile Page

Google Scholar

Mingi Ji Skills & Research Interests

machine learning

Top articles of Mingi Ji

Title

Journal

Author(s)

Publication Date

Unknown-aware domain adversarial learning for open-set domain adaptation

Advances in Neural Information Processing Systems

JoonHo Jang

Byeonghu Na

Dong Hyeok Shin

Mingi Ji

Kyungwoo Song

...

2022/12/6

Bros: A pre-trained language model focusing on text and layout for better key information extraction from documents

Proceedings of the AAAI Conference on Artificial Intelligence

Teakgyu Hong

Donghyun Kim

Mingi Ji

Wonseok Hwang

Daehyun Nam

...

2022/6/28

Show, attend and distill: Knowledge distillation via attention-based feature matching

Proceedings of the AAAI Conference on Artificial Intelligence

Mingi Ji

Byeongho Heo

Sungrae Park

2021/5/18

Refine myself by teaching myself: Feature refinement via self-knowledge distillation

Mingi Ji

Seungjae Shin

Seunghyun Hwang

Gibeom Park

Il-Chul Moon

2021

BROS: A pre-trained language model for understanding texts in document

Teakgyu Hong

DongHyun Kim

Mingi Ji

Wonseok Hwang

Daehyun Nam

...

2020/10/2

Sequential recommendation with relation-aware kernelized self-attention

Proceedings of the AAAI conference on artificial intelligence

Mingi Ji

Weonyoung Joo

Kyungwoo Song

Yoon-Yeong Kim

Il-Chul Moon

2020/4/3

See List of Professors in Mingi Ji University(KAIST)