PPaperPicks

Lei Meng

Shandong University, Jinan, Shandong, China

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

DBLP profile ↗ORCID 0000-0002-0273-5946 ↗Homepage ↗

Venues

AAAI ×7IJCAI ×4ACM MM ×2NeurIPS ×2SIGIR ×1WWW ×1

Frequent coauthors

Xiangxu Meng
×14
Zhuang Qi
×9
Haokai Ma
×6
Wei Wu
×5
Xiaoshuo Yan
×4
Yimeng Yang
×4
Ruobing Xie
×4
Zixuan Li
×3
Lei Wu
×3
Han Yu
×3
Yachong Zhang
×2
Shuo Xu
×2

Papers

  1. Explicit Modeling of Causal Factors and Confounders for Image Classification
    AAAI 2026 ·
    Wei Wu
    , Lei Meng,
    Zhuang Qi
    ,
    Zixuan Li
    ,
    Yachong Zhang
    ,
    Xiaoshuo Yan
    ,
    Xiangxu Meng
  2. Introducing Decomposed Causality with Spatiotemporal Object-Centric Representation for Video Classification
    AAAI 2026 ·
    Yachong Zhang
    , Lei Meng,
    Shuo Xu
    ,
    Zhuang Qi
    ,
    Wei Wu
    ,
    Lei Wu
    ,
    Xiangxu Meng
  3. Causal Inference over Visual-Semantic-Aligned Graph for Image Classification
    AAAI 2025 · Lei Meng,
    Xiangxian Li
    ,
    Xiaoshuo Yan
    ,
    Haokai Ma
    ,
    Zhuang Qi
    ,
    Wei Wu
    ,
    Xiangxu Meng
  4. Class-wise Balancing Data Replay for Federated Class-Incremental Learning
    NeurIPS 2025 ·
    Zhuang Qi
    ,
    Ying-Peng Tang
    , Lei Meng,
    Han Yu
    ,
    Xiaoxiao Li
    ,
    Xiangxu Meng
  5. Cross-Silo Feature Space Alignment for Federated Learning on Clients with Imbalanced Data
    AAAI 2025 ·
    Zhuang Qi
    , Lei Meng,
    Zhaochuan Li
    ,
    Han Hu
    ,
    Xiangxu Meng
  6. Curriculum Conditioned Diffusion for Multimodal Recommendation
    AAAI 2025 ·
    Yimeng Yang
    ,
    Haokai Ma
    , Lei Meng,
    Shuo Xu
    ,
    Ruobing Xie
    ,
    Xiangxu Meng
  7. Empowering Vision Transformers with Multi-Scale Causal Intervention for Long-Tailed Image Classification
    IJCAI 2025 ·
    Xiaoshuo Yan
    ,
    Zhaochuan Li
    , Lei Meng,
    Zhuang Qi
    ,
    Wei Wu
    ,
    Zixuan Li
    ,
    Xiangxu Meng
  8. FashionDPO: Fine-tune Fashion Outfit Generation Model using Direct Preference Optimization
    SIGIR 2025 ·
    Mingzhe Yu
    ,
    Yunshan Ma
    ,
    Lei Wu
    ,
    Changshuo Wang
    ,
    Xue Li
    , Lei Meng
  9. Federated Deconfounding and Debiasing Learning for Out-of-Distribution Generalization
    IJCAI 2025 ·
    Zhuang Qi
    ,
    Sijin Zhou
    , Lei Meng,
    Han Hu
    ,
    Han Yu
    ,
    Xiangxu Meng
  10. Global Prompt Refinement with Non-Interfering Attention Masking for One-Shot Federated Learning
    NeurIPS 2025 ·
    Zhuang Qi
    ,
    Pan Yu
    , Lei Meng,
    Sijin Zhou
    ,
    Han Yu
    ,
    Xiaoxiao Li
    ,
    Xiangxu Meng
  11. Hierarchically-Structured Open-Vocabulary Indoor Scene Synthesis with Pre-trained Large Language Model
    AAAI 2025 ·
    Weilin Sun
    ,
    Xinran Li
    ,
    Manyi Li
    ,
    Kai Xu
    ,
    Xiangxu Meng
    , Lei Meng
  12. Semantic-Space-Intervened Diffusive Alignment for Visual Classification
    IJCAI 2025 ·
    Zixuan Li
    , Lei Meng,
    Guoqing Chao
    ,
    Wei Wu
    ,
    Yimeng Yang
    ,
    Xiaoshuo Yan
    ,
    Zhuang Qi
    ,
    Xiangxu Meng
  13. InstantAS: Minimum Coverage Sampling for Arbitrary-Size Image Generation
    ACM MM 2024 ·
    Changshuo Wang
    ,
    Mingzhe Yu
    ,
    Lei Wu
    , Lei Meng,
    Xiang Li
    ,
    Xiangxu Meng
  14. Modeling Event-level Causal Representation for Video Classification
    ACM MM 2024 ·
    Yuqing Wang
    , Lei Meng,
    Haokai Ma
    ,
    Haibei Huang
    ,
    Xiangxu Meng
  15. Multimodal Conditioned Diffusion Model for Recommendation
    WWW 2024 ·
    Haokai Ma
    ,
    Yimeng Yang
    , Lei Meng,
    Ruobing Xie
    ,
    Xiangxu Meng
  16. Plug-In Diffusion Model for Sequential Recommendation
    AAAI 2024 ·
    Haokai Ma
    ,
    Ruobing Xie
    , Lei Meng,
    Xin Chen
    ,
    Xu Zhang
    ,
    Leyu Lin
    ,
    Zhanhui Kang
  17. SeeDRec: Sememe-based Diffusion for Sequential Recommendation
    IJCAI 2024 ·
    Haokai Ma
    ,
    Ruobing Xie
    , Lei Meng,
    Yimeng Yang
    ,
    Xingwu Sun
    ,
    Zhanhui Kang