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Jianyang Gu

11 papers at tracked venues · 9 at CORE A* · active 2024–2026

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Venues

CVPR ×4ICLR ×2AAAI ×1ECCV ×1ICML ×1NeurIPS ×1WACV ×1

Frequent coauthors

Wei Jiang
×5
Saeed Vahidian
×4
Yang You
×4
Vyacheslav Kungurtsev
×3
Yiran Chen
×3
Zheda Mai
×3
Tanya Y. Berger-Wolf
×3
Wei-Lun Chao
×3
Yu Su
×3
Kai Wang
×3
Haonan Wang
×2
Elizabeth G. Campolongo
×2

Papers

  1. Concord: Concept-Informed Diffusion for Dataset Distillation
    WACV 2026 · Jianyang Gu,
    Haonan Wang
    ,
    Ruoxi Jia
    ,
    Saeed Vahidian
    ,
    Vyacheslav Kungurtsev
    ,
    Wei Jiang
    ,
    Yiran Chen
  2. BioCLIP 2: Emergent Properties from Scaling Hierarchical Contrastive Learning
    NeurIPS 2025 · Jianyang Gu,
    Sam Stevens
    ,
    Elizabeth G. Campolongo
    ,
    Matthew J. Thompson
    ,
    Net Zhang
    ,
    Jiaman Wu
    ,
    Andrei Kopanev
    ,
    Zheda Mai
    ,
    Alexander E. White
    ,
    James P. Balhoff
    ,
    Wasila M. Dahdul
    ,
    Daniel I. Rubenstein
    ,
    Hilmar Lapp
    ,
    Tanya Y. Berger-Wolf
    ,
    Wei-Lun Chao
    ,
    Yu Su
  3. Finer-CAM: Spotting the Difference Reveals Finer Details for Visual Explanation
    CVPR 2025 ·
    Ziheng Zhang
    , Jianyang Gu,
    Arpita Chowdhury
    ,
    Zheda Mai
    ,
    David Carlyn
    ,
    Tanya Y. Berger-Wolf
    ,
    Yu Su
    ,
    Wei-Lun Chao
  4. Group Distributionally Robust Dataset Distillation with Risk Minimization
    ICLR 2025 ·
    Saeed Vahidian
    ,
    Mingyu Wang
    , Jianyang Gu,
    Vyacheslav Kungurtsev
    ,
    Wei Jiang
    ,
    Yiran Chen
  5. Prompt-CAM: Making Vision Transformers Interpretable for Fine-Grained Analysis
    CVPR 2025 ·
    Arpita Chowdhury
    ,
    Dipanjyoti Paul
    ,
    Zheda Mai
    , Jianyang Gu,
    Ziheng Zhang
    ,
    Kazi Sajeed Mehrab
    ,
    Elizabeth G. Campolongo
    ,
    Daniel I. Rubenstein
    ,
    Charles V. Stewart
    ,
    Anuj Karpatne
    ,
    Tanya Y. Berger-Wolf
    ,
    Yu Su
    ,
    Wei-Lun Chao
  6. Taming Diffusion for Dataset Distillation with High Representativeness
    ICML 2025 ·
    Lin Zhao
    ,
    Yushu Wu
    ,
    Xinru Jiang
    , Jianyang Gu,
    Yanzhi Wang
    ,
    Xiaolin Xu
    ,
    Pu Zhao
    ,
    Xue Lin
  7. DiM: Distilling Dataset into Generative Model
    ECCV 2024 ·
    Kai Wang
    , Jianyang Gu,
    Hansong Zhang
    ,
    Daquan Zhou
    ,
    Zheng Zhu
    ,
    Wei Jiang
    ,
    Yang You
  8. Efficient Dataset Distillation via Minimax Diffusion
    CVPR 2024 · Jianyang Gu,
    Saeed Vahidian
    ,
    Vyacheslav Kungurtsev
    ,
    Haonan Wang
    ,
    Wei Jiang
    ,
    Yang You
    ,
    Yiran Chen
  9. Exploring the Impact of Dataset Bias on Dataset Distillation
    CVPR 2024 ·
    Yao Lu
    , Jianyang Gu,
    Xuguang Chen
    ,
    Saeed Vahidian
    ,
    Qi Xuan
  10. InfoBatch: Lossless Training Speed Up by Unbiased Dynamic Data Pruning
    ICLR 2024 ·
    Ziheng Qin
    ,
    Kai Wang
    ,
    Zangwei Zheng
    , Jianyang Gu,
    Xiangyu Peng
    ,
    Zhaopan Xu
    ,
    Daquan Zhou
    ,
    Lei Shang
    ,
    Baigui Sun
    ,
    Xuansong Xie
    ,
    Yang You
  11. Summarizing Stream Data for Memory-Constrained Online Continual Learning
    AAAI 2024 · Jianyang Gu,
    Kai Wang
    ,
    Wei Jiang
    ,
    Yang You