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Lingxiang Jia

Assistant Professor
Zhejiang University
lingxiangjia (at) zju.edu.cn


Publications Google ScholarDBLP

Preprints

Publications

  1. PRCV
    KnowOmics: Pathology Image-Anchored Spatial Omics Generation with Biomedical Knowledge Guidance
    Qianyi Liu, Yuexi Qiu, Peibo Zheng, Zunlei Feng, Lingxiang Jia
    Chinese Conference on Pattern Recognition and Computer Vision (PRCV), 2026.
  2. ECCV
    CerDETR: Cell-Prior Empowered DETR for Cervical Lesion Detection
    Linyun Zhou, Jin Chen, Weihan Li, Hengrui Lou, Lingxiang Jia, Weijun Qin, Xiuming Zhang, Zunlei Feng
    European Conference on Computer Vision (ECCV), 2026.
  3. ICML
    Cello: A Universal Cell-wise Feature Aggregation framework for Reliable Pathology Images Analysis
    Hengrui Lou, Weihan Li, Jiazhen Yang, Lingxiang Jia, Shengxuming Zhang, Linyun Zhou, Xiuming Zhang, Zhenyang Wang, Mingli Song, Zunlei Feng
    International Conference on Machine Learning (ICML), 2026.
    Code
  4. CVPR
    Anomaly-Related Residual Fields for Cross-domain Anomaly Detection
    Kewei Gao, Jiayi Xie, Zhengda Shen, Weijun Qin, Lingxiang Jia, Kejia Chen, Zunlei Feng, Yijun Bei
    Conference on Computer Vision and Pattern Recognition (CVPR), 2026.
    PDF Code BibTex
  5. ECAI
    TED-DTMoA: Tri-Comparison Expertise Decision for Drug-Target Mechanism of Action
    Lingxiang Jia, Zipeng Zhong, Shaolun Yao, Jie Song, Mingli Song, Zunlei Feng
    European Conference on Artificial Intelligence (ECAI), 2025.
    PDF
  6. JOS
    Path-aggregation-based Graph Fraud Detection
    Tian Qiu, Lingxiang Jia, Yang Gao, Zunlei Feng, Yi Gao, Mingli Song
    Journal of Software, 2025.
    PDF Code
  7. AAAI
    Association Pattern-enhanced Molecular Representation Learning
    Lingxiang Jia, Yuchen Ying, Tian Qiu, Shaolun Yao, Liang Xue, Jie Lei, Jie Song, Mingli Song, Zunlei Feng
    AAAI Conference on Artificial Intelligence (AAAI), 2025.
    PDF Code Oral Presentation
  8. AAAI
    Global Attribute-Association Pattern Aggregation for Graph Fraud Detection
    Mingjiang Duan, Da He, Tongya Zheng, Lingxiang Jia, Mingli Song, Xinyu Wang, Zunlei Feng
    AAAI Conference on Artificial Intelligence (AAAI), 2025.
    PDF Code Oral Presentation
  9. NeurIPS
    Association Pattern-aware Fusion for Biological Entity Relationship Prediction
    Lingxiang Jia, Yuchen Ying, Zunlei Feng, Zipeng Zhong, Shaolun Yao, Jiacong Hu, Mingjiang Duan, Xingen Wang, Jie Song, Mingli Song
    Annual Conference on Neural Information Processing Systems (NeurIPS), 2024.
    PDF Code
  10. NeurIPS
    Vision Mamba Mender
    Jiacong Hu, Anda Cao, Zunlei Feng, Shengxuming Zhang, Yi Wang, Lingxiang Jia, Mingli Song
    Annual Conference on Neural Information Processing Systems (NeurIPS), 2024.
    PDF Code
  11. IJCAI
    Improving Adversarial Robustness via Feature Pattern Consistency Constraint
    Jiacong Hu, Jingwen Ye, Zunlei Feng, Jiazhen Yang, Shunyu Liu, Xiaotian Yu, Lingxiang Jia, Mingli Song
    International Joint Conference on Artificial Intelligence (IJCAI), 2024.
    PDF
  12. WIRES
    Recent Advances in Deep Learning for Retrosynthesis
    Zipeng Zhong, Jie Song, Zunlei Feng, Tiantao Liu, Lingxiang Jia, Shaolun Yao, Tingjun Hou, Mingli Song
    Wiley Interdisciplinary Reviews: Computational Molecular Science, 2024.
    PDF
  13. CHEM SCI
    Root-aligned SMILES: a tight representation for chemical reaction prediction
    Zipeng Zhong, Jie Song, Zunlei Feng, Tiantao Liu, Lingxiang Jia, Shaolun Yao, Min Wu, Tingjun Hou, Mingli Song
    Chemical Science, 2022.
    PDF Code BibTex
  14. AISY
    Explainable Fragment‐Based Molecular Property Attribution
    Lingxiang Jia, Zunlei Feng, Haotian Zhang, Jie Song, Zipeng Zhong, Shaolun Yao, Mingli Song
    Advanced Intelligent Systems, 2022.
    PDF