PPaperPicks

Yunsong Li

Xidian University, School of Telecommunications Engineering, Xi'an, China

28 papers at tracked venues · 25 at CORE A* · active 2024–2025

DBLP profile ↗ORCID 0000-0002-0234-6270 ↗Google Scholar ↗Homepage ↗

Venues

ACM MM ×11AAAI ×5CVPR ×4ECCV ×2ICCV ×2NeurIPS ×2IJCAI ×1SIGKDD ×1

Frequent coauthors

Weiying Xie
×16
Daixun Li
×7
Leyuan Fang
×6
Jitao Ma
×5
Mingxiang Cao
×5
Gang He
×5
Jie Lei
×5
Mingjin Zhang
×5
Jie Guo
×4
Xinbo Gao
×4
Jiaqing Zhang
×3
Kai Jiang
×3

Papers

  1. AdaGK-SGD: Adaptive Global Knowledge Guided Distributed Stochastic Gradient Descent
    AAAI 2025 ·
    Hangyu Ye
    ,
    Weiying Xie
    , Yunsong Li,
    Leyuan Fang
  2. Allowing Oscillation Quantization: Overcoming Solution Space Limitation in Low Bit-Width Quantization
    ICCV 2025 ·
    Weiying Xie
    ,
    Zihan Meng
    ,
    Jitao Ma
    ,
    Wenjin Guo
    ,
    Haowei Li
    ,
    Haonan Qin
    ,
    Leyuan Fang
    , Yunsong Li
  3. DiffCLIP: Few-shot Language-driven Multimodal Classifier
    AAAI 2025 ·
    Jiaqing Zhang
    ,
    Mingxiang Cao
    ,
    Xue Yang
    ,
    Kai Jiang
    , Yunsong Li
  4. FedCS: Coreset Selection for Federated Learning
    CVPR 2025 ·
    Chenhe Hao
    ,
    Weiying Xie
    ,
    Daixun Li
    ,
    Haonan Qin
    ,
    Hangyu Ye
    ,
    Leyuan Fang
    , Yunsong Li
  5. FusionSAM: Visual Multi-Modal Learning with Segment Anything Model
    SIGKDD 2025 ·
    Daixun Li
    ,
    Weiying Xie
    ,
    Mingxiang Cao
    ,
    Yunke Wang
    ,
    Yusi Zhang
    ,
    Leyuan Fang
    , Yunsong Li,
    Chang Xu
  6. Multi-Frame Deformable Look-Up Table for Compressed Video Quality Enhancement
    AAAI 2025 ·
    Gang He
    ,
    Guancheng Quan
    ,
    Chang Wu
    ,
    Shihao Wang
    ,
    Dajiang Zhou
    , Yunsong Li
  7. RivuletMLP: An MLP-based Architecture for Efficient Compressed Video Quality Enhancement
    CVPR 2025 ·
    Gang He
    ,
    Weiran Wang
    ,
    Guancheng Quan
    ,
    Shihao Wang
    ,
    Dajiang Zhou
    , Yunsong Li
  8. TF-ATM: Training-Free Adaptive Token Merging
    ACM MM 2025 ·
    Xin Zhang
    ,
    Weiying Xie
    , Yunsong Li,
    Xiaoyu Chen
    ,
    Tianlin Hui
    ,
    Jitao Ma
    ,
    Leyuan Fang
  9. Towards Long-Horizon Vision-Language-Action System: Reasoning, Acting and Memory
    ICCV 2025 ·
    Daixun Li
    ,
    Yusi Zhang
    ,
    Mingxiang Cao
    ,
    Donglai Liu
    ,
    Weiying Xie
    ,
    Tianlin Hui
    ,
    Lunkai Lin
    ,
    Zhiqiang Xie
    , Yunsong Li
  10. Uni-Sight: An E2E Vision-Language-Action System Unifying Multi-View Alignment and Multi-Modal Fusion
    ACM MM 2025 ·
    Daixun Li
    ,
    Sibo He
    ,
    Jiayun Tian
    ,
    Yusi Zhang
    ,
    Weiying Xie
    ,
    Mingxiang Cao
    ,
    Donglai Liu
    ,
    Zirui Li
    ,
    Tianlin Hui
    ,
    Rui Huang
    , Yunsong Li
  11. Adaptive Hierarchical Aggregation for Federated Object Detection
    ACM MM 2024 ·
    Ruofan Jia
    ,
    Weiying Xie
    ,
    Jie Lei
    , Yunsong Li
  12. Adaptive Pruning of Channel Spatial Dependability in Convolutional Neural Networks
    ACM MM 2024 ·
    Weiying Xie
    ,
    Mei Yuan
    ,
    Jitao Ma
    , Yunsong Li
  13. An End-to-End Real-World Camera Imaging Pipeline
    ACM MM 2024 ·
    Kepeng Xu
    ,
    Zijia Ma
    ,
    Li Xu
    ,
    Gang He
    , Yunsong Li,
    Wenxin Yu
    ,
    Taichu Han
    ,
    Cheng Yang
  14. Beyond Alignment: Blind Video Face Restoration via Parsing-Guided Temporal-Coherent Transformer
    IJCAI 2024 ·
    Kepeng Xu
    ,
    Li Xu
    ,
    Gang He
    ,
    Wenxin Yu
    , Yunsong Li
  15. DA-BEV: Unsupervised Domain Adaptation for Bird's Eye View Perception
    ECCV 2024 ·
    Kai Jiang
    ,
    Jiaxing Huang
    ,
    Weiying Xie
    ,
    Jie Lei
    , Yunsong Li,
    Ling Shao
    ,
    Shijian Lu
  16. Domain Adaptation for Large-Vocabulary Object Detectors
    NeurIPS 2024 ·
    Kai Jiang
    ,
    Jiaxing Huang
    ,
    Weiying Xie
    ,
    Jie Lei
    , Yunsong Li,
    Ling Shao
    ,
    Shijian Lu
  17. E2E-MFD: Towards End-to-End Synchronous Multimodal Fusion Detection
    NeurIPS 2024 ·
    Jiaqing Zhang
    ,
    Mingxiang Cao
    ,
    Weiying Xie
    ,
    Jie Lei
    ,
    Daixun Li
    ,
    Wenbo Huang
    , Yunsong Li,
    Xue Yang
  18. Explore Hybrid Modeling for Moving Infrared Small Target Detection
    ACM MM 2024 ·
    Mingjin Zhang
    ,
    Shilong Liu
    ,
    Yuanjun Ouyang
    ,
    Jie Guo
    ,
    Zhihong Tang
    , Yunsong Li
  19. FedSLS: Exploring Federated Aggregation in Saliency Latent Space
    ACM MM 2024 ·
    Hengyi Wang
    ,
    Weiying Xie
    ,
    Jitao Ma
    ,
    Daixun Li
    , Yunsong Li
  20. IRPruneDet: Efficient Infrared Small Target Detection via Wavelet Structure-Regularized Soft Channel Pruning
    AAAI 2024 ·
    Mingjin Zhang
    ,
    Handi Yang
    ,
    Jie Guo
    , Yunsong Li,
    Xinbo Gao
    ,
    Jing Zhang
  21. IRSAM: Advancing Segment Anything Model for Infrared Small Target Detection
    ECCV 2024 ·
    Mingjin Zhang
    ,
    Yuchun Wang
    ,
    Jie Guo
    , Yunsong Li,
    Xinbo Gao
    ,
    Jing Zhang
  22. JointSQ: Joint Sparsification-Quantization for Distributed Learning
    CVPR 2024 ·
    Weiying Xie
    ,
    Haowei Li
    ,
    Jitao Ma
    , Yunsong Li,
    Jie Lei
    ,
    Donglai Liu
    ,
    Leyuan Fang
  23. Language-Guided Visual Prompt Compensation for Multi-Modal Remote Sensing Image Classification with Modality Absence
    ACM MM 2024 ·
    Ling Huang
    ,
    Wenqian Dong
    ,
    Song Xiao
    ,
    Jiahui Qu
    ,
    Yuanbo Yang
    , Yunsong Li
  24. MDFL: Multi-Domain Diffusion-Driven Feature Learning
    AAAI 2024 ·
    Daixun Li
    ,
    Weiying Xie
    ,
    Jiaqing Zhang
    , Yunsong Li
  25. QS-NeRV: Real-Time Quality-Scalable Decoding with Neural Representation for Videos
    ACM MM 2024 ·
    Chang Wu
    ,
    Guancheng Quan
    ,
    Gang He
    ,
    Xin-Quan Lai
    , Yunsong Li,
    Wenxin Yu
    ,
    Xianmeng Lin
    ,
    Cheng Yang
  26. Spanning Training Progress: Temporal Dual-Depth Scoring (TDDS) for Enhanced Dataset Pruning
    CVPR 2024 ·
    Xin Zhang
    ,
    Jiawei Du
    , Yunsong Li,
    Weiying Xie
    ,
    Joey Tianyi Zhou
  27. Unleashing the Power of Generic Segmentation Model: A Simple Baseline for Infrared Small Target Detection
    ACM MM 2024 ·
    Mingjin Zhang
    ,
    Chi Zhang
    ,
    Qiming Zhang
    , Yunsong Li,
    Xinbo Gao
    ,
    Jing Zhang
  28. VmambaSCI: Dynamic Deep Unfolding Network with Mamba for Compressive Spectral Imaging
    ACM MM 2024 ·
    Mingjin Zhang
    ,
    Longyi Li
    ,
    Wenxuan Shi
    ,
    Jie Guo
    , Yunsong Li,
    Xinbo Gao