Hello, I am Yijingxiu Lu, a Ph.D. candidate at the Bio & Health Informatics (BHI) Lab at Seoul National University, under the guidance of Prof. Sun Kim. My research interests focus on AI4Science, with a particular emphasis on computer-aided drug discovery and relational learning in multi-omics data. Please feel free to reach out for research communications, collaboration opportunities, or professional discussions.
π₯ News
- 2024.10: Β ππ Our researches received the Excellent Poster Awards in BIOINFO 2024.
- 2024.07: Β ππ Our works are accepted by BIOKDD 2024.
- 2024.02: Β ππ Co-work is accepted by CVPR 2024.
- 2024.02: Β ππ Our work is accepted by ICLR tiny paper 2024.
- 2024.02: Β ππ Co-work won the 30th Samsung HumanTech Paper Award.
π Main Publications




CSBJ
A review on compound-protein interaction prediction methods: Data, format, representation and model
Sangsoo Lim*, Yijingxiu Lu*, Chang Yun Cho, Inyoung Sung, Jungwoo Kim, Youngkuk Kim, Sungjoon Park, Sun Kim
π Publications
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BIOKDD 2024
Context-Aware Hierarchical Fusion for Drug Relational Learning
Yijingxiu Lu, Yinhua Piao, Sangseon Lee, Sun Kim -
BIOKDD 2024
Mixture-of-Experts Approach for Enhanced Drug-Target Interaction Prediction and Confidence Assessment
Yijingxiu Lu, Sangseon Lee, Soosung Kang, Sun Kim -
ICLR Tiny 2024
Enhancing Drug-Drug Interaction Prediction with Context-Aware Architecture (Notable: Top 16.25%)
Yijingxiu Lu, Yinhua Piao, Sun Kim -
CVPR 2024
Improving Out-of-Distribution Generalization in Graphs via Hierarchical Semantic Environments
Yinhua Piao, Sangseon Lee, Yijingxiu Lu, Sun Kim | Project -
MoML 2023
Triangular Contrastive Learning on Molecular Graphs
MinGyu Choi, Wonseok Shin, Yijingxiu Lu, Sun Kim -
CSBJ
A review on compound-protein interaction prediction methods: Data, format, representation and model
Sangsoo Lim*, Yijingxiu Lu*, Chang Yun Cho, Inyoung Sung, Jungwoo Kim, Youngkuk Kim, Sungjoon Park, Sun Kim
π Honors and Awards
- [2024.10] Excellent Poster Award on BIOINFO 2024.
- [2024.05] Notable Paper on ICLR Tiny Paper Track.
- [2024.02] Samsung HumanTech Paper Award (co-author).
- [2019.03-2021.06] SNU Global Scholarships II.
π Educations
- [2018.09 - 2025.02 (now)], Combined Master and Doctor Degree, Computer Science, Seoul National University.
- [2017.03 - 2018.08], Korean Language Education, Seoul National University.
- [2013.08 - 2017.06], Bachelor Degree, Communication Engineering, University of Science Technology Beijing.
π Study
- Fu Cong, et al. βFragment and Geometry Aware Tokenization of Molecules for Structure-Based Drug Design Using Language Modelsβ arXiv preprint arXiv:2408.09730 (2024) [slides]
π» Internships
- [2018.03 - 2018.08], BHI Lab, Korea.