LLM Red team (Jailbreaking, Train data extraction, Fake image generation, etc)
AI Security (Watermarking, MBA deofuscation, Fake image detection, etc)
Generation (Summarization, RAG, Controllable LLMs, Image Generation, Multimodal Geneation, etc)
Information Extraction (NER, Neural ranking model, etc)
International Conference
Underline indicates our lab students. * indicates corresponding author
IMFD: End-to-end Multi-Face Forgery Detection through Instruction-based Large Vision-Language Models
Dasom Choi , Sangjun Moon , Hyeongchan Im , Jaeeon Park , Jingun Kwon* , Hidetaka Kamigaito, Manabu Okumura
AACL-IJCNLP2026 (Short paper) PDF Code
TripPattern: A Pattern-based Text Watermarking Method for Large Language Models
Sangjun Moon , Dasom Choi , Jingun Kwon* , Hidetaka Kamigaito, Taro Watanabe, Manabu Okumura
AACL-IJCNLP2026 (Long paper) PDF Code
Implicit Unwatermarking in Pseudo-Reference Reranking for LLM Watermarking
Sungwoo Han, Jingun Kwon* , Hidetaka Kamigaito, Manabu Okumura
EMNLP2026 (Short paper) PDF Code
Shuyi Yu, Zhe Cao, Kohei Tsuji, Yusuke Sakai, Hidetaka Kamigaito, Jingun Kwon, Manabu Okumura, Taro Watanabe
TMLR2026 PDF Code
Measuring Watermarking under Jailbreaking: ASR Inflation and Goal-Compliance Mismatch
Sungwoo Han† , Sangjun Moon† , Jingun Kwon* , Hidetaka Kamigaito, Manabu Okumura
ACL2026 (Short paper) PDF Code
Simile Understanding in Text-to-Image Models: An Evaluation Framework
Luecheng Wang, Shintaro Ozaki, Hidetaka Kamigaito, Katsuhiko Hayashi, Jingun Kwon, Manabu Okumura,
Taro Watanabe
ACMMM 2026 PDF Code
MMCIG: Multimodal Cover Image Generation for Text-only Documents and Its Dataset Construction via Pseudo-labeling
Hyeyeon Kim† , Sungwoo Han† , Jingun Kwon* , Hidetaka Kamigaito, Manabu Okumura
LREC2026 PDF Code
Beyond Sampling: Self-Sorting for Long-Context Ranking
Juseon-Do† , Sungwoo Han† , Jingun Kwon* , Hidetaka Kamigaito, Manabu Okumura, Taro Watanabe
EACL2026 (Short paper) PDF Code
ConRAS: Contrastive In-context Learning Framework for Retrieval-Augmented Summarization
Juseon-Do† , Sungwoo Han† , Jingun Kwon* , Hidetaka Kamigaito, Manabu Okumura
EACL2026 (Long paper) PDF Code
Length Representations in Large Language Models
Sangjun Moon† , Dasom Choi† , Jingun Kwon* , Hidetaka Kamigaito, Manabu Okumura
EMNLP2025 (Long paper) PDF Code
gMBA: Expression Semantic Guided Mixed Boolean-Arithmetic Deobfuscation Using Transformer Architectures
Youjeong Noh, Joon-Young Paik, Jingun Kwon*, Eun-Sun Cho
ACL2025 (Short paper) PDF Code
Considering Length Diversity in Retrieval-Augmented Summarization
Juseon Do†, Jaesung Hwang†, Jingun Kwon*, Hidetaka Kamigaito, Manabu Okumura
InstructCMP: Length Control in Sentence Compression through Instruction-based Large Language Models
Juseon Do, Jingun Kwon*, Hidetaka Kamigaito, Manabu Okumura
~Before CNU~
Abstractive Document Summarization with Summary-length Prediction
Jingun Kwon, Hidetaka Kamigaito, Manabu Okumura
EACL 2023 PDF
Hierarchical Label Generation for Text Classification
Jingun Kwon, Hidetaka Kamigaito, Young-In Song, Manabu Okumura
EACL 2023 PDF
Joint Modeling of Emoji Position and Its Label for Better Understanding in Social Media
Jingun Kwon, Kobayashi Naoki, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura
Journal of Natural Language Processing PDF
Considering Nested Tree Structure in Sentence Extractive Summarization with Pre-trained Transformer
Jingun Kwon, Naoki Kobayashi, Hidetaka Kamigaito, Manabu Okumura
EMNLP 2021 PDF
A New Surprise Measure for Extracting Interesting Relationships between Persons
Hidetaka Kamigaito, Jingun Kwon, Young-In Song, Manabu Okumura
EACL 2021 PDF
Hierarchical Trivia Fact Extraction from Wikipedia Articles
Jingun Kwon, Hidetaka Kamigaito, Young-in Song, Manabu Okumura
Coling 2020 PDF
Bridging between Emojis and Kaomojis by Learning their Representations from Linguistic and Visual Information
Jingun Kwon, Naoki Kobayashi, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura
IEEE/WIC/ACM 2019 PDF