PPaperPicks

Xian-Sheng Hua

Alibaba DAMO Academy, Artificial Intelligence Center, Hangzhou, China

19 papers at tracked venues · 15 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-8232-5049 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×3CVPR ×3AAAI ×2ACM MM ×2NeurIPS ×2SIGKDD ×2ECCV ×1EMNLP ×1ICML ×1NAACL ×1WACV ×1

Frequent coauthors

Xiao Luo
×12
Chong Chen
×11
Yifan Wang
×4
Wei Ju
×4
Fan Zhang
×4
Zhi-Qi Cheng
×4
Tao Ren
×3
Changhu Wang
×3
Zimo Wang
×3
Xiaojiang Peng
×3
Jun-Yan He
×3
Hao Wu
×3

Papers

  1. DisCo: Diffusion-guided Unbiased Discriminative Learning for Unsupervised Graph Domain Adaptation
    SIGKDD 2026 ·
    Haodong Zhang
    ,
    Tao Ren
    ,
    Changhu Wang
    ,
    Yifan Wang
    ,
    Wei Ju
    ,
    Huaizhi Tang
    ,
    Junyu Luo
    ,
    Zimo Wang
    ,
    Ziyue Qiao
    , Xian-Sheng Hua,
    Xiao Luo
  2. Dual Data-centric Separation with Circular Mixup for Noise-resistant Time Series Learning
    SIGKDD 2026 ·
    Yuhang Pei
    ,
    Fanchun Meng
    ,
    Qinghua Ran
    ,
    Tao Ren
    ,
    Yifan Wang
    ,
    Wei Ju
    ,
    Zimo Wang
    , Xian-Sheng Hua,
    Xiao Luo
  3. GALA: Geometric Data Selection with Strategic Prospecting for Large Language Model Self-training
    ACL 2026 ·
    Zhongwei Xie
    ,
    Ruihao Liao
    ,
    Zimo Wang
    ,
    Chong Chen
    , Xian-Sheng Hua,
    Xiao Luo
  4. DREAM: Decoupled Discriminative Learning with Bigraph-aware Alignment for Semi-supervised 2D-3D Cross-modal Retrieval
    AAAI 2025 ·
    Fan Zhang
    ,
    Changhu Wang
    ,
    Zebang Cheng
    ,
    Xiaojiang Peng
    ,
    Dongjie Wang
    ,
    Yijia Xiao
    ,
    Chong Chen
    , Xian-Sheng Hua,
    Xiao Luo
  5. Deep Graph Clustering with Disentangled Representation Learning
    ACM MM 2025 ·
    Yifan Wang
    ,
    Yuntai Ding
    ,
    Yiyang Gu
    ,
    Ziyue Qiao
    ,
    Chong Chen
    , Xian-Sheng Hua,
    Ming Zhang
    ,
    Wei Ju
  6. LEAF: Large Language Diffusion Model for Time Series Forecasting
    EMNLP 2025 ·
    Yuhang Pei
    ,
    Tao Ren
    ,
    Yifan Wang
    ,
    Zhipeng Sun
    ,
    Wei Ju
    ,
    Chong Chen
    , XianSheng Hua,
    Xiao Luo
  7. POPoS: Improving Efficient and Robust Facial Landmark Detection with Parallel Optimal Position Search
    AAAI 2025 ·
    Chong-Yang Xiang
    ,
    Jun-Yan He
    ,
    Zhi-Qi Cheng
    ,
    Xiao Wu
    , Xian-Sheng Hua
  8. SDBench: A Survey-based Domain-specific LLM Benchmarking and Optimization Framework
    ACL 2025 ·
    Cheng Guo
    ,
    Hu Kai
    ,
    Shuxian Liang
    ,
    Yiyang Jiang
    ,
    Yi Gao
    , Xian-Sheng Hua,
    Wei Dong
  9. UCDR-Adapter: Exploring Adaptation of Pre-Trained Vision-Language Models for Universal Cross-Domain Retrieval
    WACV 2025 ·
    Haoyu Jiang
    ,
    Zhi-Qi Cheng
    ,
    Gabriel Moreira
    ,
    Jiawen Zhu
    ,
    Jingdong Sun
    ,
    Bukun Ren
    ,
    Jun-Yan He
    ,
    Qi Dai
    , Xian-Sheng Hua
  10. Why We Feel: Breaking Boundaries in Emotional Reasoning with Multimodal Large Language Models
    CVPR 2025 ·
    Yuxiang Lin
    ,
    Jingdong Sun
    ,
    Zhi-Qi Cheng
    ,
    Jue Wang
    ,
    Haomin Liang
    ,
    Zebang Cheng
    ,
    Yifei Dong
    ,
    Jun-Yan He
    ,
    Xiaojiang Peng
    , Xian-Sheng Hua
  11. scRAG: Hybrid Retrieval-Augmented Generation for LLM-based Cross-Tissue Single-Cell Annotation
    ACL 2025 ·
    Zhiyin Yu
    ,
    Chao Zheng
    ,
    Chong Chen
    , Xian-Sheng Hua,
    Xiao Luo
  12. BlockGCN: Redefine Topology Awareness for Skeleton-Based Action Recognition
    CVPR 2024 ·
    Yuxuan Zhou
    ,
    Xudong Yan
    ,
    Zhi-Qi Cheng
    ,
    Yan Yan
    ,
    Qi Dai
    , Xian-Sheng Hua
  13. DEMO: A Statistical Perspective for Efficient Image-Text Matching
    NAACL 2024 ·
    Fan Zhang
    , Xian-Sheng Hua,
    Chong Chen
    ,
    Xiao Luo
  14. Fine-grained Prototypical Voting with Heterogeneous Mixup for Semi-supervised 2D-3D Cross-modal Retrieval
    CVPR 2024 ·
    Fan Zhang
    , Xian-Sheng Hua,
    Chong Chen
    ,
    Xiao Luo
  15. Grid-Attention: Enhancing Computational Efficiency of Large Vision Models Without Fine-Tuning
    ECCV 2024 ·
    Pengyu Li
    ,
    Tianchu Guo
    ,
    Biao Wang
    , Xian-Sheng Hua
  16. PURE: Prompt Evolution with Graph ODE for Out-of-distribution Fluid Dynamics Modeling
    NeurIPS 2024 ·
    Hao Wu
    ,
    Changhu Wang
    ,
    Fan Xu
    ,
    Jinbao Xue
    ,
    Chong Chen
    , Xian-Sheng Hua,
    Xiao Luo
  17. PastNet: Introducing Physical Inductive Biases for Spatio-temporal Video Prediction
    ACM MM 2024 ·
    Hao Wu
    ,
    Fan Xu
    ,
    Chong Chen
    , Xian-Sheng Hua,
    Xiao Luo
    ,
    Haixin Wang
  18. Prometheus: Out-of-distribution Fluid Dynamics Modeling with Disentangled Graph ODE
    ICML 2024 ·
    Hao Wu
    ,
    Huiyuan Wang
    ,
    Kun Wang
    ,
    Weiyan Wang
    ,
    Changan Ye
    ,
    Yangyu Tao
    ,
    Chong Chen
    , Xian-Sheng Hua,
    Xiao Luo
  19. Semi-supervised Knowledge Transfer Across Multi-omic Single-cell Data
    NeurIPS 2024 ·
    Fan Zhang
    ,
    Tianyu Liu
    ,
    Zihao Chen
    ,
    Xiaojiang Peng
    ,
    Chong Chen
    , Xian-Sheng Hua,
    Xiao Luo
    ,
    Hongyu Zhao