LeMon: Automating Portrait Generation for Zero-Shot Story Visualization with Multi-Character Interactions

Ziyi Kou; Shichao Pei; Xiangliang Zhang

doi:10.1145/3637528.3671850

LeMon: Automating Portrait Generation for Zero-Shot Story Visualization with Multi-Character Interactions

Ziyi Kou
, Shichao Pei
, Xiangliang Zhang

Computer Science

University of Notre Dame

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	KDD 2024 - Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
Publisher	Association for Computing Machinery
Pages	1418-1427
Number of pages	10
ISBN (Electronic)	9798400704901
DOIs	https://doi.org/10.1145/3637528.3671850
State	Published - Aug 24 2024
Event	30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2024 - Barcelona, Spain Duration: Aug 25 2024 → Aug 29 2024

Publication series

Name	Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
ISSN (Print)	2154-817X

Conference

Conference	30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2024
Country/Territory	Spain
City	Barcelona
Period	8/25/24 → 8/29/24

ASJC Scopus Subject Areas

Software
Information Systems

Keywords

LLMs
story visualization
text-to-image generation

Access to Document

10.1145/3637528.3671850

Cite this

Kou, Z., Pei, S., & Zhang, X. (2024). LeMon: Automating Portrait Generation for Zero-Shot Story Visualization with Multi-Character Interactions. In KDD 2024 - Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (pp. 1418-1427). (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining). Association for Computing Machinery. https://doi.org/10.1145/3637528.3671850

LeMon: Automating Portrait Generation for Zero-Shot Story Visualization with Multi-Character Interactions. / Kou, Ziyi; Pei, Shichao; Zhang, Xiangliang.
KDD 2024 - Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, 2024. p. 1418-1427 (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Kou, Z, Pei, S & Zhang, X 2024, LeMon: Automating Portrait Generation for Zero-Shot Story Visualization with Multi-Character Interactions. in KDD 2024 - Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Association for Computing Machinery, pp. 1418-1427, 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2024, Barcelona, Spain, 8/25/24. https://doi.org/10.1145/3637528.3671850

Kou Z, Pei S, Zhang X. LeMon: Automating Portrait Generation for Zero-Shot Story Visualization with Multi-Character Interactions. In KDD 2024 - Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery. 2024. p. 1418-1427. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining). doi: 10.1145/3637528.3671850

Kou, Ziyi ; Pei, Shichao ; Zhang, Xiangliang. / LeMon : Automating Portrait Generation for Zero-Shot Story Visualization with Multi-Character Interactions. KDD 2024 - Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, 2024. pp. 1418-1427 (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

@inproceedings{cee1d50172f0488c9173c4afb363e51e,

title = "LeMon: Automating Portrait Generation for Zero-Shot Story Visualization with Multi-Character Interactions",

keywords = "LLMs, story visualization, text-to-image generation",

author = "Ziyi Kou and Shichao Pei and Xiangliang Zhang",

note = "Publisher Copyright: {\textcopyright} 2024 Copyright held by the owner/author(s). Publication rights licensed to ACM.; 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2024 ; Conference date: 25-08-2024 Through 29-08-2024",

year = "2024",

month = aug,

day = "24",

doi = "10.1145/3637528.3671850",

language = "English",

series = "Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining",

publisher = "Association for Computing Machinery",

pages = "1418--1427",

booktitle = "KDD 2024 - Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining",

}

TY - GEN

T1 - LeMon

T2 - 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2024

AU - Kou, Ziyi

AU - Pei, Shichao

AU - Zhang, Xiangliang

PY - 2024/8/24

Y1 - 2024/8/24

KW - LLMs

KW - story visualization

KW - text-to-image generation

UR - https://www.scopus.com/pages/publications/85203700145

UR - https://www.scopus.com/pages/publications/85203700145#tab=citedBy

U2 - 10.1145/3637528.3671850

DO - 10.1145/3637528.3671850

M3 - Conference contribution

AN - SCOPUS:85203700145

T3 - Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining

SP - 1418

EP - 1427

BT - KDD 2024 - Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining

PB - Association for Computing Machinery

Y2 - 25 August 2024 through 29 August 2024

ER -

LeMon: Automating Portrait Generation for Zero-Shot Story Visualization with Multi-Character Interactions

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

Other files and links

Fingerprint

Cite this