PPaperPicks

Lei Qi

Southeast University, Nanjing, Jiangsu, China

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

DBLP profile ↗ORCID 0000-0001-7091-0702 ↗Homepage ↗

Venues

AAAI ×6CVPR ×4ICCV ×3ACM MM ×2ECCV ×2MICCAI ×2ACL ×1ICLR ×1NeurIPS ×1

Frequent coauthors

Yinghuan Shi
×18
Jian Zhang
×12
Yang Gao
×7
Yue Duan
×5
Zekun Li
×3
Jintao Guo
×3
Qian Yu
×3
Xi Wang
×2
Longhua Li
×2
Xin Geng
×2
Taicai Chen
×2
Qinghe Ma
×2

Papers

  1. ChatHLS: Towards Systematic Design Automation and Optimization for High-Level Synthesis
    ACL 2026 ·
    Runkai Li
    ,
    Jia Xiong
    ,
    Xiuyuan He
    ,
    Jieru Zhao
    ,
    Jiaqi Lv
    ,
    Haowen Fang
    , Lei Qi,
    Xi Wang
  2. ChipMind: Retrieval-Augmented Reasoning for Long-Context Circuit Design Specifications
    AAAI 2026 ·
    Changwen Xing
    ,
    SamZaak Wong
    ,
    Xinlai Wan
    ,
    Yanfeng Lu
    ,
    Mengli Zhang
    ,
    Zebin Ma
    , Lei Qi,
    Zhengxiong Li
    ,
    Nan Guan
    ,
    Zhe Jiang
    ,
    Xi Wang
    ,
    Jun Yang
  3. Decomposing and Composing: Towards Efficient Vision-Language Continual Learning via Rank-1 Expert Pool in a Single LoRA
    AAAI 2026 ·
    Zhan Fa
    ,
    Yue Duan
    ,
    Jian Zhang
    , Lei Qi,
    Wanqi Yang
    ,
    Yinghuan Shi
  4. Stratified Knowledge-Density Super-Network for Scalable Vision Transformers
    AAAI 2026 ·
    Longhua Li
    , Lei Qi,
    Xin Geng
  5. Balanced Direction from Multifarious Choices: Arithmetic Meta-Learning for Domain Generalization
    CVPR 2025 ·
    Xiran Wang
    ,
    Jian Zhang
    , Lei Qi,
    Yinghuan Shi
  6. Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild
    ICCV 2025 ·
    Haoran Wang
    ,
    Zekun Li
    ,
    Jian Zhang
    , Lei Qi,
    Yinghuan Shi
  7. Divide-And-Conquer for Enhancing Unlabeled Learning, Stability, and Plasticity in Semi-Supervised Continual Learning
    ICCV 2025 ·
    Yue Duan
    ,
    Taicai Chen
    , Lei Qi,
    Yinghuan Shi
  8. Fusing Dual Encoders: Single-Source Domain Generalization with Extremely Few Annotations
    MICCAI 2025 ·
    Ruofan Wang
    ,
    Jintao Guo
    ,
    Jian Zhang
    , Lei Qi,
    Yinghuan Shi
  9. GA-SAM: Geometry-Aware SAM Adaptation with Sparse Annotation-Driven Point Cloud Completion
    MICCAI 2025 ·
    Shumeng Li
    ,
    Jian Zhang
    , Lei Qi,
    Yinghuan Shi
  10. Leveraging Flatness to Improve Information-Theoretic Generalization Bounds for SGD
    ICLR 2025 ·
    Ze Peng
    ,
    Jian Zhang
    ,
    Yisen Wang
    , Lei Qi,
    Yinghuan Shi
    ,
    Yang Gao
  11. One-Shot Knowledge Transfer for Scalable Person Re-Identification
    ICCV 2025 ·
    Longhua Li
    , Lei Qi,
    Xin Geng
  12. Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Image Segmentation
    CVPR 2025 ·
    Qinghe Ma
    ,
    Jian Zhang
    ,
    Zekun Li
    , Lei Qi,
    Qian Yu
    ,
    Yinghuan Shi
  13. Taste More, Taste Better: Diverse Data and Strong Model Boost Semi-Supervised Crowd Counting
    CVPR 2025 ·
    Maochen Yang
    ,
    Zekun Li
    ,
    Jian Zhang
    , Lei Qi,
    Yinghuan Shi
  14. Text and Image Are Mutually Beneficial: Enhancing Training-Free Few-Shot Classification with CLIP
    AAAI 2025 ·
    Yayuan Li
    ,
    Jintao Guo
    , Lei Qi,
    Wenbin Li
    ,
    Yinghuan Shi
  15. Towards Perfection: Building Inter-component Mutual Correction for Retinex-based Low-light Image Enhancement
    ACM MM 2025 ·
    Luyang Cao
    ,
    Han Xu
    ,
    Jian Zhang
    , Lei Qi,
    Jiayi Ma
    ,
    Yinghuan Shi
    ,
    Yang Gao
  16. Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation
    CVPR 2024 ·
    Qinghe Ma
    ,
    Jian Zhang
    , Lei Qi,
    Qian Yu
    ,
    Yinghuan Shi
    ,
    Yang Gao
  17. Learn to Preserve and Diversify: Parameter-Efficient Group with Orthogonal Regularization for Domain Generalization
    ECCV 2024 ·
    Jiajun Hu
    ,
    Jian Zhang
    , Lei Qi,
    Yinghuan Shi
    ,
    Yang Gao
  18. PC2: Pseudo-Classification Based Pseudo-Captioning for Noisy Correspondence Learning in Cross-Modal Retrieval
    ACM MM 2024 ·
    Yue Duan
    ,
    Zhangxuan Gu
    ,
    Zhenzhe Ying
    , Lei Qi,
    Changhua Meng
    ,
    Yinghuan Shi
  19. PG-LBO: Enhancing High-Dimensional Bayesian Optimization with Pseudo-Label and Gaussian Process Guidance
    AAAI 2024 ·
    Taicai Chen
    ,
    Yue Duan
    ,
    Dong Li
    , Lei Qi,
    Yinghuan Shi
    ,
    Yang Gao
  20. Roll with the Punches: Expansion and Shrinkage of Soft Label Selection for Semi-supervised Fine-Grained Learning
    AAAI 2024 ·
    Yue Duan
    ,
    Zhen Zhao
    , Lei Qi,
    Luping Zhou
    ,
    Lei Wang
    ,
    Yinghuan Shi
  21. START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation
    NeurIPS 2024 ·
    Jintao Guo
    , Lei Qi,
    Yinghuan Shi
    ,
    Yang Gao
  22. The Devil Is in the Statistics: Mitigating and Exploiting Statistics Difference for Generalizable Semi-supervised Medical Image Segmentation
    ECCV 2024 ·
    Muyang Qiu
    ,
    Jian Zhang
    , Lei Qi,
    Qian Yu
    ,
    Yinghuan Shi
    ,
    Yang Gao