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CLinK lab members, Corresponding author†, Co-first authors*
In Press
In Press
Jinkyu Kim, Hyungjung Yi, Mogan Gim, Donghee Choi† and Jaewoo Kang† "DeepAries: Adaptive Rebalancing Interval Selection for Enhanced Portfolio Selection" CIKM Applied Research Track 2025
Recent Preprints
Recent Preprints
Antoine D. Lain, Stephanie Go, Alisha Mahmud, Shruti Rajendra, Ainara Cano San José, Katerina Loupasaki, Georgios Theodoridis, Maider Bizkarguenaga Uribiarte, Yajie Gu, Olga Deda, Ricardo Diogo Alves Conde, Nieves Embade, Ángela de Diego Rodríguez, Nerea Burguera, Danai Rossiou, Rubén Gil Redondo, Domniki Gallou, Itziar Tueros, Rakesh Velmurugan, Vasiliki Gkanali, Mercedes Caro Burgos, Petros Pousinis, George Alektoridis, Sara Arranz, Nasos Nikolopoulos, Xingchen Yan, Rebeca Fernández Carrión, Thomas Rowlands, Donghee Choi, Marek Rei, Chris Cave-Ayland, Adrian D’Alessandro, The CoDiet consortium, Tim Beck, Joram M. Posma, "High-precision Biomedical Text Corpora for Multi-Entity Recognition: A CoDiet study", bioRxiv (2025) (bioRxiv)
Abdurrahim Yilmaz, Furkan Yuceyalcin, Rahmetullah Varol, Ece Gokyayla, Ozan Erdem, Donghee Choi, Ali Anil Demircali, Gulsum Gencoglan, Joram M. Posma, and Burak Temelkuran. "A synthetic data generation framework for scalable and resource-efficient medical AI assistants." medRxiv (2025): 2025-05. (medRxiv)
Abdurrahim Yilmaz, Furkan Yuceyalcin, Ece Gokyayla, Donghee Choi, Ozan Erdem, Ali Anil Demircali, Rahmetullah Varol et al. "DermaSynth: Rich Synthetic Image-Text Pairs Using Open Access Dermatology Datasets." arXiv preprint arXiv:2502.00196 (2025). (arXiv)
Conference Proceedings
Conference Proceedings
Heedou Kim, Dain Kim, Jiwoo Lee, Chanwoong Yoon, Donghee Choi, Mogan Gim, and Jaewoo Kang. "LAPIS: language model-augmented police investigation system." In Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, pp. 4637-4644. 2024. (ACM, arXiv, Github)
Donghee Choi*, Jinkyu Kim*, Mogan Gim, Jinho Lee, and Jaewoo Kang. "DeepClair: Utilizing Market Forecasts for Effective Portfolio Selection." In Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, pp. 4414-4422. 2024. (ACM, arXiv)
Donghee Choi, Mogan Gim, Donghyeon Park, Mujeen Sung, Hyunjae Kim, Jaewoo Kang, and Jihun Choi. "CookingSense: A Culinary Knowledgebase with Multidisciplinary Assertions." In Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), pp. 3983-3996. 2024. (ACL Anthology, arXiv, Github, SonyAI)
Mogan Gim*, Donghee Choi*, Kana Maruyama, Jihun Choi, Hajung Kim, Donghyeon Park, and Jaewoo Kang. "RecipeMind: guiding ingredient choices from food pairing to recipe completion using cascaded set transformer." In Proceedings of the 31st ACM international conference on information & knowledge management, pp. 3092-3102. 2022. (ACM, arXiv, Github, SonyAI)
Donghyeon Kim, Jinhyuk Lee, Donghee Choi, Jaehoon Choi, and Jaewoo Kang. "Learning user preferences and understanding calendar contexts for event scheduling." In Proceedings of the 27th ACM International Conference on Information and Knowledge Management, pp. 337-346. 2018. (ACM, arXiv)
Jinhyuk Lee, Hyunjae Kim, Miyoung Ko, Donghee Choi, Jaehoon Choi, and Jaewoo Kang. "Name Nationality Classification with Recurrent Neural Networks." In IJCAI, vol. 17, pp. 2081-2087. 2017. (IJCAI)
Jaehoon Choi, Donghyeon Kim, Donghee Choi, Sangrak Lim, Seongsoon Kim, Jaewoo Kang, and Youngjae Choi. "Smith search: Opinion-based restaurant search engine." In Proceedings of the 24th international conference on world wide web, pp. 187-190. 2015. (ACM)
Journal Articles
Journal Articles
Donghee Choi, Jaesung Hwang, Mogan Gim and Donghyeon Park "RecipeBuild: Learning to Build Recipe Ideas using Language model-based Recipe Contextual Modeling" IEEE Access (2025) (Early Access)
Hyunjae Kim, Hyeon Hwang, Jiwoo Lee, Sihyeon Park, Dain Kim, Taewhoo Lee, Chanwoong Yoon, Jiwoong Sohn, Jungwoo Park, Olga Reykhart, Thomas Fetherston, Donghee Choi, Soo Heon Kwak, Qingyu Chen & Jaewoo Kang "Small language models learn enhanced reasoning skills from medical textbooks." NPJ digital medicine 8, no. 1 (2025): 240. (Nature Portfolio)
Donghee Choi, Mogan Gim, Samy Badreddine, Hajung Kim, Donghyeon Park, and Jaewoo Kang. "KitchenScale: Learning to predict ingredient quantities from recipe contexts." Expert Systems with Applications 224 (2023): 120041. (Elsevier, arXiv, Github)
Jinkyu Kim*, Donghee Choi*, Mogan Gim, and Jaewoo Kang. "HADAPS: Hierarchical Adaptive Multi-Asset Portfolio Selection." IEEE Access 11 (2023): 73394-73402. (IEEE)
Sunwon Lee, Donghyeon Kim, Kyubum Lee, Jaehoon Choi, Seongsoon Kim, Minji Jeon, Sangrak Lim, Donghee Choi, Sunkyu Kim, Aik-Choon Tan, Jaewoo Kang. "BEST: next-generation biomedical entity search tool for knowledge discovery from biomedical literature." PloS one 11, no. 10 (2016): e0164680. (PLoS, PubMed)
Workshop/Poster Articles
Workshop/Poster Articles
Donghee Choi, Antoine D. Lain, Joram M. Posma, Mark Kozdoba, Binyamin Perets, and Shie Mannor. "From Medical Literature to Predictive Features: An Evidence-based Knowledge Graph Approach." In Learning Meaningful Representations of Life (LMRL) Workshop at ICLR 2025. 2025. (OpenReview)
Related Poster: ISMB/ECCB Poster, CoDiet
Domestic Articles
Domestic Articles
조선희, 최동희, 강재우. "속성기반 감성분석의 연구 동향 및 방향성." 한국정보과학회 학술발표논문집 (2021): 1777-1779.
최재훈, 최동희, 김동현, 김성순, 임상락, 강재우. "소셜 빅데이터를 활용한 의사 결정 검색 기술." Communications of the Korean Institute of Information Scientists and Engineers 32, no. 1 (2014): 44-52.
이철성, 최동희, 김성순, 강재우. "한글 마이크로블로그 텍스트의 감정 분류 및 분석." 정보과학회논문지: 데이타베이스 40, no. 3 (2013): 159-167.
Other Preprints
Other Preprints
Hoonick Lee, Mogan Gim, Donghyeon Park, Donghee Choi†, and Jaewoo Kang†. "Culinary Class Wars: Evaluating LLMs using ASH in Cuisine Transfer Task." arXiv preprint arXiv:2411.01996 (2024). (arXiv)
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