PPaperPicks

Yong Xu

Harbin Institute of Technology, Shenzhen Graduate School, Bio-Computing Research Centre, China

18 papers at tracked venues · 17 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-0530-2123 ↗Homepage ↗

Venues

AAAI ×8ICML ×5ACL ×1EMNLP ×1ICLR ×1NeurIPS ×1SIGIR ×1

Frequent coauthors

Chengliang Liu
×8
Jie Wen
×8
Xiaoling Luo
×6
Chao Huang
×6
Yuxin Lin
×4
Qihao Xu
×4
Wei Wang
×4
Yabo Liu
×4
Yongting Hu
×3
Haoran Li
×2
Zhihao Wu
×2
Kehai Chen
×2

Papers

  1. 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
  2. Inferring Targets from Calibrated Hesitations via Mutual Information Maximization in Multi-Behavior Recommendation
    SIGIR 2026 ·
    Cheng Li
    , Yong Xu,
    Suhua Tang
    ,
    Xin He
    ,
    Jianfeng Sun
    ,
    Jinde Cao
  3. PA-FAS: Towards Interpretable and Generalizable Multimodal Face Anti-Spoofing via Path-Augmented Reinforcement Learning
    AAAI 2026 ·
    Yingjie Ma
    ,
    Xun Lin
    , Yong Xu,
    Weicheng Xie
    ,
    Zitong Yu
  4. Towards Zero-Shot Diabetic Retinopathy Grading: Learning Generalized Knowledge via Prompt-Driven Matching and Emulating
    AAAI 2026 ·
    Huan Wang
    ,
    Haoran Li
    ,
    Yuxin Lin
    ,
    Huaming Chen
    ,
    Jun Yan
    ,
    Lijuan Wang
    ,
    Jiahua Shi
    ,
    Qihao Xu
    ,
    Yongting Hu
    , Yong Xu,
    Jun Shen
  5. 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
  6. 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
  7. Ex-VAD: Explainable Fine-grained Video Anomaly Detection Based on Visual-Language Models
    ICML 2025 ·
    Chao Huang
    ,
    Yushu Shi
    ,
    Jie Wen
    ,
    Wei Wang
    , Yong Xu,
    Xiaochun Cao
  8. Federated Weakly Supervised Video Anomaly Detection with Multimodal Prompt
    AAAI 2025 ·
    Benfeng Wang
    ,
    Chao Huang
    ,
    Jie Wen
    ,
    Wei Wang
    ,
    Yabo Liu
    , Yong Xu
  9. Generator-Assistant Stepwise Rollback Framework for Large Language Model Agent
    EMNLP 2025 ·
    Xingzuo Li
    ,
    Kehai Chen
    ,
    Yunfei Long
    ,
    Xuefeng Bai
    , Yong Xu,
    Min Zhang
  10. 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
  11. Spectral Compressive Imaging via Unmixing-driven Subspace Diffusion Refinement
    ICLR 2025 ·
    Haijin Zeng
    ,
    Benteng Sun
    ,
    Yongyong Chen
    ,
    Jingyong Su
    , Yong Xu
  12. 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
  13. Diffusion-based Missing-view Generation With the Application on Incomplete Multi-view Clustering
    ICML 2024 ·
    Jie Wen
    ,
    Shijie Deng
    ,
    Waikeung Wong
    ,
    Guoqing Chao
    ,
    Chao Huang
    ,
    Lunke Fei
    , 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. Language-Driven Cross-Modal Classifier for Zero-Shot Multi-Label Image Recognition
    ICML 2024 ·
    Yicheng Liu
    ,
    Jie Wen
    ,
    Chengliang Liu
    ,
    Xiaozhao Fang
    ,
    Zuoyong Li
    , Yong Xu,
    Zheng Zhang
  16. MambaSCI: Efficient Mamba-UNet for Quad-Bayer Patterned Video Snapshot Compressive Imaging
    NeurIPS 2024 ·
    Zhenghao Pan
    ,
    Haijin Zeng
    ,
    Jiezhang Cao
    ,
    Yongyong Chen
    ,
    Kai Zhang
    , Yong Xu
  17. Partial Multi-View Multi-Label Classification via Semantic Invariance Learning and Prototype Modeling
    ICML 2024 ·
    Chengliang Liu
    ,
    Gehui Xu
    ,
    Jie Wen
    ,
    Yabo Liu
    ,
    Chao Huang
    , Yong Xu
  18. Unsupervised Sign Language Translation and Generation
    ACL 2024 ·
    Zhengsheng Guo
    ,
    Zhiwei He
    ,
    Wenxiang Jiao
    ,
    Xing Wang
    ,
    Rui Wang
    ,
    Kehai Chen
    ,
    Zhaopeng Tu
    , Yong Xu,
    Min Zhang