PPaperPicks

Xiaoling Luo

Shenzhen University, College of Computer Science and Software Engineering, Shenzhen, China

16 papers at tracked venues · 13 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-3678-3185 ↗Google Scholar ↗

Venues

AAAI ×8ACM MM ×2MICCAI ×2ACL ×1ICML ×1IJCAI ×1NeurIPS ×1

Frequent coauthors

Chengliang Liu
×9
Yong Xu
×6
Linlin Shen
×5
Qihao Xu
×5
Jie Wen
×5
Jie Liu
×3
Wenting Chen
×3
Yuxin Lin
×3
Yabo Liu
×3
Shaonan Liu
×2
Yongting Hu
×2
Zhihao Wu
×2

Papers

  1. Benchmarking Egocentric Clinical Intent Understanding Capability for Medical Multimodal Large Language Models
    ACL 2026 ·
    Shaonan Liu
    ,
    Guo Yu
    , Xiaoling Luo,
    Shiyi Zheng
    ,
    Jie Liu
    ,
    Wenting Chen
    ,
    Linlin Shen
  2. Frequency-Aligned Cross-Modal Learning with Top-K Wavelet Fusion and Dynamic Expert Routing for Enhanced Retinal Disease Diagnosis
    AAAI 2026 ·
    Yuxin Lin
    ,
    Haoran Li
    ,
    Haoyu Cao
    ,
    Yongting Hu
    ,
    Qihao Xu
    ,
    Chengliang Liu
    , Xiaoling Luo,
    Zhihao Wu
    ,
    Yong Xu
    ,
    Wei Wang
  3. VPSentry: Semi-supervised Video Polyp Segmentation via Sentry-guided Long-term Prototype Fusion with Correlation Dynamic Propagation
    AAAI 2026 ·
    Guilian Chen
    , Xiaoling Luo,
    Huisi Wu
    ,
    Jing Qin
  4. Vision-Language Models Guided Graph Concept Reasoning for Interpretable Diabetic Retinopathy Diagnosis
    AAAI 2026 ·
    Qihao Xu
    , Xiaoling Luo,
    Yuxin Lin
    ,
    Chengliang Liu
    ,
    Yongting Hu
    ,
    Jinkai Li
    ,
    Xinheng Lyu
    ,
    Yong Xu
  5. CauRDG: Enhancing Domain Generalization with Causal-Driven Semantic Consistency Reasoning
    ACM MM 2025 ·
    Zongxin Liu
    ,
    Yishu Liu
    ,
    Guangming Lu
    , Xiaoling Luo,
    Bingzhi Chen
  6. DAMPER: A Dual-Stage Medical Report Generation Framework with Coarse-Grained MeSH Alignment and Fine-Grained Hypergraph Matching
    AAAI 2025 ·
    Xiaofei Huang
    ,
    Wenting Chen
    ,
    Jie Liu
    ,
    Qisheng Lu
    , Xiaoling Luo,
    Linlin Shen
  7. Deep Hierarchies and Invariant Disease-Indicative Feature Learning for Computer Aided Diagnosis of Multiple Fundus Diseases
    AAAI 2025 ·
    Yuxin Lin
    ,
    Wei Wang
    , Xiaoling Luo,
    Zhihao Wu
    ,
    Chengliang Liu
    ,
    Jie Wen
    ,
    Yong Xu
  8. Enhancing Multimodal Protein Function Prediction Through Dual-Branch Dynamic Selection with Reconstructive Pre-Training
    IJCAI 2025 · Xiaoling Luo,
    Peng Chen
    ,
    Chengliang Liu
    ,
    Xiaopeng Jin
    ,
    Jie Wen
    ,
    Yumeng Liu
    ,
    Junsong Wang
  9. Hierarchical Information Aggregation for Incomplete Multimodal Alzheimer's Disease Diagnosis
    NeurIPS 2025 ·
    Chengliang Liu
    ,
    Yuanxi Que
    ,
    Qihao Xu
    ,
    Yabo Liu
    ,
    Jie Wen
    ,
    Jinghua Wang
    , Xiaoling Luo
  10. Like an Ophthalmologist: Dynamic Selection Driven Multi-View Learning for Diabetic Retinopathy Grading
    AAAI 2025 · Xiaoling Luo,
    Qihao Xu
    ,
    Huisi Wu
    ,
    Chengliang Liu
    ,
    Zhihui Lai
    ,
    Linlin Shen
  11. Mutual Learning for SAM Adaptation: A Dual Collaborative Network Framework for Source-Free Domain Transfer
    ICML 2025 ·
    Yabo Liu
    ,
    Waikeung Wong
    ,
    Chengliang Liu
    , Xiaoling Luo,
    Yong Xu
    ,
    Jinghua Wang
  12. PET-GPRA: Rethinking PET with Gradient-Aware Prompting and Router-Free Adapters for Few-shot Class-Incremental Learning
    ACM MM 2025 ·
    Yishu Liu
    ,
    Zhiming Chen
    ,
    Desen Wang
    , Xiaoling Luo,
    Bingzhi Chen
    ,
    Guangming Lu
  13. Attention-Induced Embedding Imputation for Incomplete Multi-View Partial Multi-Label Classification
    AAAI 2024 ·
    Chengliang Liu
    ,
    Jinlong Jia
    ,
    Jie Wen
    ,
    Yabo Liu
    , Xiaoling Luo,
    Chao Huang
    ,
    Yong Xu
  14. HACDR-Net: Heterogeneous-Aware Convolutional Network for Diabetic Retinopathy Multi-Lesion Segmentation
    AAAI 2024 ·
    Qihao Xu
    , Xiaoling Luo,
    Chao Huang
    ,
    Chengliang Liu
    ,
    Jie Wen
    ,
    Jialei Wang
    ,
    Yong Xu
  15. Simplify Implant Depth Prediction as Video Grounding: A Texture Perceive Implant Depth Prediction Network
    MICCAI 2024 ·
    Xinquan Yang
    ,
    Xuguang Li
    , Xiaoling Luo,
    Leilei Zeng
    ,
    Yudi Zhang
    ,
    Linlin Shen
    ,
    Yongqiang Deng
  16. 💎 GEM: Context-Aware Gaze EstiMation with Visual Search Behavior Matching for Chest Radiograph
    MICCAI 2024 ·
    Shaonan Liu
    ,
    Wenting Chen
    ,
    Jie Liu
    , Xiaoling Luo,
    Linlin Shen