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.

🔥 News

• 2024.07:  🎉🎉 Our works are accepted by BIOKDD 2024.
• 2024.02:  🎉🎉 Co-work is accepted by CVPR 2024.
• 2024.02:  🎉🎉 Our work is accepted by ICLR tiny paper 2024.
• 2024.02:  🎉🎉 Co-work won the 30th Samsung HumanTech Paper Award.

📝 Main Publications

BIOKDD 2024 Context-Aware Hierarchical Fusion for Drug Relational Learning

[paper] [slides]

Yijingxiu Lu, Yinhua Piao, Sangseon Lee, Sun Kim

BIOKDD 2024 Mixture-of-Experts Approach for Enhanced Drug-Target Interaction Prediction and Confidence Assessment

[paper] [slides]

Yijingxiu Lu, Sangseon Lee, Soosung Kang, Sun Kim

ICLR Tiny 2024Enhancing Drug-Drug Interaction Prediction with Context-Aware Architecture (Notable: Top 16.25\%)

[paper] [code]

Yijingxiu Lu, Yinhua Piao, Sun Kim

CSBJ A review on compound-protein interaction prediction methods: Data, format, representation and model

[paper]

Sangsoo Lim*, Yijingxiu Lu*, Chang Yun Cho, Inyoung Sung, Jungwoo Kim, Youngkuk Kim, Sungjoon Park, Sun Kim

📝 Publications

• 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

🎖 Honors and Awards

• [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.

📖 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.

💻 Internships

• [2018.03 - 2018.08], BHI Lab, Korea.