Short Biography: Huaying Zhang received the B.S. degree in Communication Engineering from East China Normal University, China, in 2021, and the M.S. degree in Information Science from Hokkaido University, Japan, in 2024. She is currently pursuing the Ph.D. degree with the Graduate School of Information Science and Technology, Hokkaido University. Her research interest includes machine learning and its applications. She works on AI-based cross-modal retrieval. She is a student member of IEEE and IEICE.
E-mail: huaying[at]lmd.ist.hokudai.ac.jp
Biography
- 2024/04 ~ Present JSPS Research Fellowship for Young Scientists (DC1)
- 2024/04 ~ Present Hokkaido University, Ph.D. in Information Science
- 2022/04 ~ 2024/03 Hokkaido University, M.S. in Information Science
- 2021/10 ~ 2022/03 Hokkaido University, Research Student
- 2017/09 ~ 2021/06 East China Normal University, B.S. in Communication Engineering
Publication
Journal
- Huaying Zhang, Rintaro Yanagi, Ren Togo, Takahiro Ogawa, Miki Haseyama, “Parameter efficient tuning of cross-modal retrieval for a specific database via trainable textual and visual prompts,” International Journal of Multimedia Information Retrieval, vol. 13, no. 14, 2024. [Paper]
- Huaying Zhang, Rintaro Yanagi, Ren Togo, Takahiro Ogawa, Miki Haseyama, “Cross-modal image retrieval considering semantic relationships with many-to-many correspondence loss,” IEEE Access, vol. 11, pp. 10675-10686, 2023. [Paper]
International Conference
- Huaying Zhang, Ren Togo, Takahiro Ogawa, Miki Haseyama, “Learning Hierarchical Video-Text Relationship via Large Language Model for Cross-modal Video Retrieval,” International Workshop on Advanced Image Technology (IWAIT), 2025. (Accepted)
- Huaying Zhang, Rintaro Yanagi, Ren Togo, Takahiro Ogawa, Miki Haseyama, “Zero-shot composed image retrieval considering query-target relationship leveraging masked image-text pairs,” IEEE International Conference on Image Processing (ICIP), pp. 2466-2472, 2024. [arXiv] [Paper]
- Huaying Zhang, Rintaro Yanagi, Ren Togo, Takahiro Ogawa, Miki Haseyama, “Parameter-efficient tuning of a pre-trained model via prompt learning in cross-modal retrieval,” IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW), pp. 811-812, 2023. [Paper]
- Huaying Zhang, Rintaro Yanagi, Ren Togo, Takahiro Ogawa, Miki Haseyama, “Cross-modal image retrieval considering semantic relationships with object information,” IEEE Global Conference on Consumer Electronics (GCCE), pp. 803-804, 2022. [Paper]
Domestic Conference
- Huaying Zhang, Rintaro Yanagi, Ren Togo, Takahiro Ogawa, Miki Haseyama, “Integrating query-target relationship to zero-shot composed image retrieval from masked image-text pairs,” Meeting on Image Recognition and Understanding (MIRU), pp. 1-5, 2024. (Oral)
- 張 華瀛, 柳 凜太郎, 藤後 廉, 小川 貴弘, 長谷山 美紀, “画像とテキストの関係性を考慮したTextual Inversionに基づくZero-shot Composed Image Retrieval手法に関する検討,” 令和5年度 電気・情報関係学会北海道支部連合大会, pp. 150-151, 2023.
- 張 華瀛, 柳 凜太郎, 藤後 廉, 小川 貴弘, 長谷山 美紀, “データベース特化型クロスモーダル画像検索のためのテキストプロンプトチューニングに関する検討,” 映像情報メディア学会技術報告, vol. 47, no. 6, pp. 217-221, 2023.
Fellowship and Awards