PPaperPicks

Qianqian Xu

Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China

32 papers at tracked venues · 32 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-3512-7277 ↗Homepage ↗

Venues

ICML ×11AAAI ×8ACM MM ×5NeurIPS ×5CVPR ×2ICCV ×1

Frequent coauthors

Qingming Huang
×30
Zhiyong Yang
×17
Zitai Wang
×10
Shilong Bao
×10
Peisong Wen
×6
Xiaochun Cao
×6
Siran Dai
×5
Ke Ma
×5
Yangbangyan Jiang
×5
Cong Hua
×4
Gaozheng Pei
×4
Yingfei Sun
×4

Papers

  1. HiGFA: Hierarchical Guidance for Fine-grained Data Augmentation with Diffusion Models
    AAAI 2026 ·
    Zhiguang Lu
    , Qianqian Xu,
    Peisong Wen
    ,
    Siran Dai
    ,
    Qingming Huang
  2. Quantifying the Potential to Escape Filter Bubbles: A Behavior-Aware Measure via Contrastive Simulation
    AAAI 2026 ·
    Difu Feng
    , Qianqian Xu,
    Zitai Wang
    ,
    Cong Hua
    ,
    Zhiyong Yang
    ,
    Qingming Huang
  3. TuckA: Hierarchical Compact Tensor Experts for Efficient Fine-Tuning
    AAAI 2026 ·
    Qifeng Lei
    ,
    Zhiyong Yang
    , Qianqian Xu,
    Cong Hua
    ,
    Peisong Wen
    ,
    Qingming Huang
  4. A Unified Framework for Stealthy Adversarial Generation via Latent Optimization and Transferability Enhancement
    ACM MM 2025 ·
    Gaozheng Pei
    ,
    Ke Ma
    ,
    Dongpeng Zhang
    ,
    Chengzhi Sun
    , Qianqian Xu,
    Qingming Huang
  5. ABKD: Pursuing a Proper Allocation of the Probability Mass in Knowledge Distillation via α-β-Divergence
    ICML 2025 ·
    Guanghui Wang
    ,
    Zhiyong Yang
    ,
    Zitai Wang
    ,
    Shi Wang
    , Qianqian Xu,
    Qingming Huang
  6. Bidirectional Logits Tree: Pursuing Granularity Reconcilement in Fine-Grained Classification
    AAAI 2025 ·
    Zhiguang Lu
    , Qianqian Xu,
    Shilong Bao
    ,
    Zhiyong Yang
    ,
    Qingming Huang
  7. Cannot See the Forest for the Trees: Invoking Heuristics and Biases to Elicit Irrational Choices of LLMs
    ICML 2025 ·
    Haoming Yang
    ,
    Ke Ma
    ,
    Xiaojun Jia
    ,
    Yingfei Sun
    , Qianqian Xu,
    Qingming Huang
  8. Diffusion-based Adversarial Purification from the Perspective of the Frequency Domain
    ICML 2025 ·
    Gaozheng Pei
    ,
    Ke Ma
    ,
    Yingfei Sun
    , Qianqian Xu,
    Qingming Huang
  9. Divide and Conquer: Heterogeneous Noise Integration for Diffusion-based Adversarial Purification
    CVPR 2025 ·
    Gaozheng Pei
    ,
    Shaojie Lyu
    ,
    Gong Chen
    ,
    Ke Ma
    , Qianqian Xu,
    Yingfei Sun
    ,
    Qingming Huang
  10. EDGE: Unknown-aware Multi-label Learning by Energy Distribution Gap Expansion
    AAAI 2025 ·
    Yuchen Sun
    , Qianqian Xu,
    Zitai Wang
    ,
    Zhiyong Yang
    ,
    Junwei He
  11. Exploring Query Efficient Data Generation Towards Data-Free Model Stealing in Hard Label Setting
    AAAI 2025 ·
    Gaozheng Pei
    ,
    Shaojie Lyu
    ,
    Ke Ma
    ,
    Pinci Yang
    , Qianqian Xu,
    Yingfei Sun
  12. Exploring Structural Degradation in Dense Representations for Self-supervised Learning
    NeurIPS 2025 ·
    Siran Dai
    , Qianqian Xu,
    Peisong Wen
    ,
    Yang Liu
    ,
    Qingming Huang
  13. Focal-SAM: Focal Sharpness-Aware Minimization for Long-Tailed Classification
    ICML 2025 ·
    Sicong Li
    , Qianqian Xu,
    Zhiyong Yang
    ,
    Zitai Wang
    ,
    Linchao Zhang
    ,
    Xiaochun Cao
    ,
    Qingming Huang
  14. Hybrid Generative Fusion for Efficient and Privacy-Preserving Face Recognition Dataset Generation
    ICCV 2025 ·
    Feiran Li
    , Qianqian Xu,
    Shilong Bao
    ,
    Boyu Han
    ,
    Zhiyong Yang
    ,
    Qingming Huang
  15. LightFair: Towards an Efficient Alternative for Fair T2I Diffusion via Debiasing Pre-trained Text Encoders
    NeurIPS 2025 ·
    Boyu Han
    , Qianqian Xu,
    Shilong Bao
    ,
    Zhiyong Yang
    ,
    Kangli Zi
    ,
    Qingming Huang
  16. MGVC: MLLM-Guided Video Captioning for the IntentVC Challenge
    ACM MM 2025 ·
    Zhipeng Yu
    , Qianqian Xu,
    Yangbangyan Jiang
    ,
    Pinci Yang
    ,
    Qingming Huang
  17. MixBridge: Heterogeneous Image-to-Image Backdoor Attack through Mixture of Schrödinger Bridges
    ICML 2025 ·
    Shixi Qin
    ,
    Zhiyong Yang
    ,
    Shilong Bao
    ,
    Shi Wang
    , Qianqian Xu,
    Qingming Huang
  18. One Image is Worth a Thousand Words: A Usability Preservable Text-Image Collaborative Erasing Framework
    ICML 2025 ·
    Feiran Li
    , Qianqian Xu,
    Shilong Bao
    ,
    Zhiyong Yang
    ,
    Xiaochun Cao
    ,
    Qingming Huang
  19. OpenworldAUC: Towards Unified Evaluation and Optimization for Open-world Prompt Tuning
    ICML 2025 ·
    Cong Hua
    , Qianqian Xu,
    Zhiyong Yang
    ,
    Zitai Wang
    ,
    Shilong Bao
    ,
    Qingming Huang
  20. SSE-SAM: Balancing Head and Tail Classes Gradually Through Stage-Wise SAM
    AAAI 2025 ·
    Xingyu Lyu
    , Qianqian Xu,
    Zhiyong Yang
    ,
    Shaojie Lyu
    ,
    Qingming Huang
  21. When the Future Becomes the Past: Taming Temporal Correspondence for Self-supervised Video Representation Learning
    CVPR 2025 ·
    Yang Liu
    , Qianqian Xu,
    Peisong Wen
    ,
    Siran Dai
    ,
    Qingming Huang
  22. ADA-GAD: Anomaly-Denoised Autoencoders for Graph Anomaly Detection
    AAAI 2024 ·
    Junwei He
    , Qianqian Xu,
    Yangbangyan Jiang
    ,
    Zitai Wang
    ,
    Qingming Huang
  23. AUCSeg: AUC-oriented Pixel-level Long-tail Semantic Segmentation
    NeurIPS 2024 ·
    Boyu Han
    , Qianqian Xu,
    Zhiyong Yang
    ,
    Shilong Bao
    ,
    Peisong Wen
    ,
    Yangbangyan Jiang
    ,
    Qingming Huang
  24. ESNet: Evolution and Succession Network for High-Resolution Salient Object Detection
    ICML 2024 ·
    Hongyu Liu
    ,
    Runmin Cong
    ,
    Hua Li
    , Qianqian Xu,
    Qingming Huang
    ,
    Wei Zhang
  25. HGOE: Hybrid External and Internal Graph Outlier Exposure for Graph Out-of-Distribution Detection
    ACM MM 2024 ·
    Junwei He
    , Qianqian Xu,
    Yangbangyan Jiang
    ,
    Zitai Wang
    ,
    Yuchen Sun
    ,
    Qingming Huang
  26. Harnessing Hierarchical Label Distribution Variations in Test Agnostic Long-tail Recognition
    ICML 2024 ·
    Zhiyong Yang
    , Qianqian Xu,
    Zitai Wang
    ,
    Sicong Li
    ,
    Boyu Han
    ,
    Shilong Bao
    ,
    Xiaochun Cao
    ,
    Qingming Huang
  27. Not All Diffusion Model Activations Have Been Evaluated as Discriminative Features
    NeurIPS 2024 ·
    Benyuan Meng
    , Qianqian Xu,
    Zitai Wang
    ,
    Xiaochun Cao
    ,
    Qingming Huang
  28. Not All Pairs are Equal: Hierarchical Learning for Average-Precision-Oriented Video Retrieval
    ACM MM 2024 ·
    Yang Liu
    , Qianqian Xu,
    Peisong Wen
    ,
    Siran Dai
    ,
    Qingming Huang
  29. ReconBoost: Boosting Can Achieve Modality Reconcilement
    ICML 2024 ·
    Cong Hua
    , Qianqian Xu,
    Shilong Bao
    ,
    Zhiyong Yang
    ,
    Qingming Huang
  30. Regularized Contrastive Partial Multi-view Outlier Detection
    ACM MM 2024 ·
    Yijia Wang
    , Qianqian Xu,
    Yangbangyan Jiang
    ,
    Siran Dai
    ,
    Qingming Huang
  31. Size-invariance Matters: Rethinking Metrics and Losses for Imbalanced Multi-object Salient Object Detection
    ICML 2024 ·
    Feiran Li
    , Qianqian Xu,
    Shilong Bao
    ,
    Zhiyong Yang
    ,
    Runmin Cong
    ,
    Xiaochun Cao
    ,
    Qingming Huang
  32. Suppress Content Shift: Better Diffusion Features via Off-the-Shelf Generation Techniques
    NeurIPS 2024 ·
    Benyuan Meng
    , Qianqian Xu,
    Zitai Wang
    ,
    Zhiyong Yang
    ,
    Xiaochun Cao
    ,
    Qingming Huang