Publications

Yellow: FNAI Lab member / *: Co-First authorship / º: Corresponding author

In Press

• 🆕💡Jinkyeong Choi*, Yejin Noh, Donghyeon Parkº, "Similarity-Guided Diffusion for Contrastive Sequential Recommendation", https://arxiv.org/abs/2507.11866, [ Accepted and Appeared to be in WSDM 2025]

International Journal

• 🆕💡Mogan Gim,* Jaewoo Kang, Donghyeon Parkº, Minji Jeonº, "ArcDFI: Attention regularization guided by CYP450 interactions for predicting drug-food interactions", PLOS Computational Biology (Volume: 21-10, Page(s): e1013055), DOI: 10.1371/journal.pcbi.1013055, October 15, 2025

• 🆕💡Donghee Choi*, Jaesung Hwang, Mogan Gim, Donghyeon Parkº, "RecipeBuild: Learning to Build Recipe Ideas using Language model-based Recipe Contextual Modeling", IEEE Access (Volume: 13, Page(s): 172051 - 172061), DOI: 10.1109/ACCESS.2025.3610410, 16 September 2025

• Donghee Choi, Mogan Gim, Samy Badreddine, Hajung Kim, Donghyeon Parkº, Jaewoo Kangº, "KitchenScale: Learning to predict ingredient quantities from recipe contexts", Expert Systems with Applications, Volume 224, 15 August 2023, 120041

• Mogan Gim*, Donghyeon Park*, Kana Maruyama, Michael Spranger, and Jaweoo Kangº. "RecipeBowl: A Cooking Recommender for Ingredients and Recipes using Set Transformer", Published in: IEEE Access (Volume: 9), Page(s): 143623 - 143633, Date of Publication: 14 October 2021, Electronic ISSN: 2169-3536, INSPEC Accession Number: 21399538, DOI: 10.1109/ACCESS.2021.3120265, Publisher: IEEE

• Donghyeon Park, Mogan Gim, Seoyoon Kim, Michael Spranger, and Jaewoo Kangº. "FlavorGraph: A large-scale food-chemical graphf or generating food representations and recommending food pairings", Scientific Reports (Nature), 2021. 01. 13. 

• Donghyeon Park, Yonghwa Choi, Daehan Kim, Minhwan Yu, Seongsoon Kim and Jaewoo Kangº. "Can Machines Learn to Comprehend Scientific Literature?", Published in: IEEE Access ( Volume: 7 ), Page(s): 16246 - 16256, Date of Publication: 09 January 2019, Electronic ISSN: 2169-3536, DOI: 10.1109/ACCESS.2019.2891666 (Full Paper Accepted)

• Minji Jeon*, Donghyeon Park*, Jinhyuk Lee, Hwisang Jeon, Miyoung Ko, Sunyku Kim, Yonghwa Choi and Jaewoo Kangº. "ReSimNet: Drug Response Similarity Prediction based on a Siamese Neural Network", BioInformatics 2018 (Full Paper Accepted)

• Seongsoon Kim*, Donghyeon Park*, Yonghwa Choi*, Kyubum Lee, Byounggun Kim, Minji Jeon, Jihhye Kim, Aik-Choon Tan and Jaewoo Kangº. "A Pilot Study of Biomedical Text Comprehension using an Attention-based Deep Neural Reader: Design and Experimental Analysis", JMIR Medical Informatics 2018;6(1):e2, doi:10.2196/medinform.8751 (Full Paper Accepted)

International Conference

• Donghee Choi*, Mogan Gim, Donghyeon Park, Mujeen Sung, Hyunjae Kim, Jaewoo Kangº, Jihun Choiº. "CookingSense: A Culinary Knowledgebase with Multidisciplinary Assertions". LREC-COLING 2024 (Full Paper Accepted, Poster Presentation)

• Mogan Gim*, Donghee Choi*, Kana Maruyama, Jihun Choi, Hajung Kim, Donghyeon Parkº, Jaewoo Kangº. "RecipeMind: Guiding Ingredient Choices from Food Pairing to Recipe Completion using Cascaded Set Transformer", CIKM '22: Proceedings of the 31st ACM International Conference on Information and Knowledge Management, October 17--21, 2022, Atlanta, GA, USA, https://doi.org/10.1145/3511808.3557092 (Full Paper Accepted, Oral Presentation)

• Summer Da Hyang Jung, Chandrayee Basu, Donghyeon Park, Julie Fukunaga, Maycon Cesar Santos, Sohyeong Kimº. "Two-handed Design: Development of Food Personality Framework Using Mixed Method Needfinding." CHI EA '22: Extended Abstracts of the 2022 CHI Conference on Human Factors in Computing Systems, April 2022 Article No.: 46, Pages 1–9, https://doi.org/10.1145/3491101.3503554 (Extended Abstract Accepted)

• Buru Chang, Yookyung Koh, Donghyeon Park, Jaewoo Kangº. "Content-Aware Sucessive Point-of-Interest Recommendation." SIAM International Conference on Data Mining (SDM 2020), Cincinnati, Ohio, U.S., May 7-9, 2020 (Full Paper Accepted)

• Donghyeon Park, Mogan Gim, Yonggyu Park, Jungwoon Shin, Jaewoo Kangº. "KitcheNette: Predicting and Recommending Food Ingredient Pairings using Siamese Neural Networks" The 28th International Joint Conference on Artificial Intelligence (IJCAI 2019), Macau, China, August 10-16, 2019 (Full Paper Accepted, Oral Presentation)

• Buru Chang, Yonggyu Park, Donghyeon Park, Seongsoon Kim, Jaewoo Kangº. "Content-Aware Hierarchical Point-of-Interest Embedding Model for Successive POI Recommendation"  The 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence (IJCAI-ECAI 2018), Stockholm, Sweden, July 13-19, 2018 (Full Paper Accepted, Oral Presentation)

• Seongsoon Kim*, Seongwoon Lee*, Donghyeon Park and Jaewoo Kangº.  "Constructing and Evaluating a Novel Crowdsourcing-based Paraphrased Opinion Spam Dataset" The 26th International World Wide Web Conference (WWW 2017), Perth, Australia, April 3-7 2017 (Full Paper Accepted, 한국정보과학회 KCC2018 Invited Paper)