Lingxiang Jia

Short Bio

I am currently a Researcher in State Key Laboratory of Blockchain and Data Security, Zhejiang University, Hangzhou, China. I received my Ph.D. degree in the College of Computer Science and Technology at Zhejiang University in June 2025, majoring in Artificial Intelligence Drug Discovery (AIDD).

Research Interests

• Bioinformatics
  • Drug ADMET
  • Drug-Target Interaction
  • Genome-Wide Association Study
  • Visual Cell Modeling
• Machine Learning
  • Graph Representation Learning
  • Explainable Pattern Mining

News

• [Jul. 2025] One paper about drug-target mechanism of action is accepted to ECAI 2025 (CORE A, CCF-B).
• [Mar. 2025] Our work ‘‘Recent advances in deep learning for retrosynthesis’’ is recognized as the top 10 most-cited papers published by WIREs Computational Molecular Science in 2023.
• [Mar. 2025] One paper is accepted to Journal of Software (CCF-A), which is one of three top-tier journals in the field of computer science in China.
• [Jan. 2025] Both the two accepted papers are selected as oral presentation (Top 4.6%) in AAAI 2025.
• [Dec. 2024] One paper about molecular representation learning is accepted to AAAI 2025 (CORE A*, CCF-A).
• [Dec. 2024] One paper about graph fraud detection is accepted to AAAI 2025 (CORE A*, CCF-A).
• [Nov. 2024] The leading project supported by the Scientific Research Fund of Zhejiang University (2023.10-2024.10) has been successfully passed the final evaluation.
• [Oct. 2024] The leading project regarding drug-target interaction analysis has been recognized as an exemplary practice project at the provincial level in Zhejiang, China.
• [Sep. 2024] One paper about association pattern is accepted to NeurIPS 2024 (CORE A*, CCF-A).
• [Sep. 2024] One paper about vision mamba is accepted to NeurIPS 2024 (CORE A*, CCF-A).
• [Apr. 2024] One paper is accepted to IJCAI 2024 (CORE A*, CCF-A).
• [Apr. 2024] One paper about molecular property prediction is accepted to Communications Chemistry (JCR Q1, IF=5.9).
• [Oct. 2023] I will serve as the leader of a project supported by the Scientific Research Fund of Zhejiang University (2023.10-2024.10).
• [Oct. 2023] One paper about noisy dataset classification is accepted to Neurocomputing (JCR Q1, IF=5.8).
• [Sep. 2023] One paper about artificial intelligence for retrosynthesis is accepted to WIREs Computational Molecular Science (JCR Q1, IF=11.5).
• [Jul. 2022] One paper about deep learning-based retrosynthesis is published at Chemical Science (JCR Q1, IF=9.9).
• [Jul. 2022] One paper about molecular property attribution is published at Advanced Intelligent Systems (JCR Q1, IF=7.4).

Publications

Services

Conference Reviewers

• International Conference on Learning Representations (ICLR) 2025
• ACM Knowledge Discovery and Data Mining (SIGKDD) 2025
• International Joint Conference on Artificial Intelligence (IJCAI) 2025
• European Conference on Artificial Intelligence (ECAI) 2025
• Annual Conference on Neural Information Processing Systems (NeurIPS) 2025
• ACM Knowledge Discovery and Data Mining (SIGKDD) 2026
• AAAI Conference on Artificial Intelligence (AAAI) 2026

Journal Reviewers

• IEEE Transactions on Computational Biology and Bioinformatics (TCBB)

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