PPaperPicks

Nannan Wang

Xidian University, State Key Laboratory of Integrated Service Networks, Xi'an, China

43 papers at tracked venues · 38 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-4695-6134 ↗Homepage ↗

Venues

AAAI ×15CVPR ×6ACM MM ×4ICML ×4ICCV ×3IJCAI ×3NeurIPS ×3ICLR ×2ECCV ×1ICRA ×1SIGIR ×1

Frequent coauthors

Xinbo Gao
×21
De Cheng
×11
Xi Yang
×8
Fei Gao
×6
Mingrui Zhu
×5
Decheng Liu
×5
Maoying Qiao
×5
Kun Cheng
×4
Jie Li
×4
Dawei Zhou
×4
Xiao He
×3
Zhijun Tu
×3

Papers

  1. Harnessing Textual Semantic Priors for Knowledge Transfer and Refinement in CLIP-Driven Continual Learning
    AAAI 2026 ·
    Lingfeng He
    ,
    De Cheng
    ,
    Di Xu
    ,
    Huaijie Wang
    , Nannan Wang
  2. Mixture of Ranks with Degradation-Aware Routing for One-Step Real-World Image Super-Resolution
    AAAI 2026 ·
    Xiao He
    ,
    Zhijun Tu
    ,
    Kun Cheng
    ,
    Mingrui Zhu
    ,
    Jie Hu
    , Nannan Wang,
    Xinbo Gao
  3. Revealing the Invisible: Latent Structure Modeling for Semantically Consistent Cloud Removal
    AAAI 2026 ·
    Jingwei Xin
    ,
    Kai Guo
    ,
    Jie Li
    , Nannan Wang
  4. Adversarial Domain Prompt Tuning and Generation for Single Domain Generalization
    CVPR 2025 ·
    Zhipeng Xu
    ,
    De Cheng
    ,
    Xinyang Jiang
    , Nannan Wang,
    Dongsheng Li
    ,
    Xinbo Gao
  5. Asymmetric Reinforcing Against Multi-Modal Representation Bias
    AAAI 2025 ·
    Xiyuan Gao
    ,
    Bing Cao
    ,
    Pengfei Zhu
    , Nannan Wang,
    Qinghua Hu
  6. CADQ: Attribute-Consistent Face Cartoonization with Cross-modal Aligned and Deformable Quantization
    ACM MM 2025 ·
    Yongjie Hu
    ,
    Yifan Jiang
    ,
    Ziyun Li
    ,
    Fei Gao
    ,
    Henrik Boström
    , Nannan Wang
  7. Diff-MoE: Diffusion Transformer with Time-Aware and Space-Adaptive Experts
    ICML 2025 ·
    Kun Cheng
    ,
    Xiao He
    ,
    Lei Yu
    ,
    Zhijun Tu
    ,
    Mingrui Zhu
    , Nannan Wang,
    Xinbo Gao
    ,
    Jie Hu
  8. Dual Domain Control via Active Learning for Remote Sensing Domain Incremental Object Detection
    ICCV 2025 ·
    Jiachen Sun
    ,
    De Cheng
    ,
    Xi Yang
    , Nannan Wang
  9. DynPose: Largely Improving the Efficiency of Human Pose Estimation by a Simple Dynamic Framework
    CVPR 2025 ·
    Yalong Xu
    ,
    Lin Zhao
    ,
    Chen Gong
    ,
    Guangyu Li
    ,
    Di Wang
    , Nannan Wang
  10. Effective Diffusion Transformer Architecture for Image Super-Resolution
    AAAI 2025 ·
    Kun Cheng
    ,
    Lei Yu
    ,
    Zhijun Tu
    ,
    Xiao He
    ,
    Liyu Chen
    ,
    Yong Guo
    ,
    Mingrui Zhu
    , Nannan Wang,
    Xinbo Gao
    ,
    Jie Hu
  11. Mitigating Feature Gap for Adversarial Robustness by Feature Disentanglement
    AAAI 2025 ·
    Nuoyan Zhou
    ,
    Dawei Zhou
    ,
    Decheng Liu
    , Nannan Wang,
    Xinbo Gao
  12. Motion Artifact Removal in Pixel-Frequency Domain via Alternate Masks and Diffusion Model
    AAAI 2025 ·
    Jiahua Xu
    ,
    Dawei Zhou
    ,
    Lei Hu
    ,
    Jianfeng Guo
    ,
    Feng Yang
    ,
    Zaiyi Liu
    , Nannan Wang,
    Xinbo Gao
  13. Multi-Label Prototype Visual Spatial Search for Weakly Supervised Semantic Segmentation
    CVPR 2025 ·
    Songsong Duan
    ,
    Xi Yang
    , Nannan Wang
  14. Optimizing Label Assignment for Weakly Supervised Person Search
    AAAI 2025 ·
    Haiyang Zhu
    ,
    Xi Yang
    , Nannan Wang
  15. Phase and Amplitude-aware Prompting for Enhancing Adversarial Robustness
    ICML 2025 ·
    Yibo Xu
    ,
    Dawei Zhou
    ,
    Decheng Liu
    , Nannan Wang
  16. Q-Norm: Robust Representation Learning via Quality-Adaptive Normalization
    ICCV 2025 ·
    Lanning Zhang
    ,
    Ying Zhou
    ,
    Fei Gao
    ,
    Ziyun Li
    ,
    Maoying Qiao
    ,
    Jinlan Xu
    , Nannan Wang
  17. QuARF: Quality-Adaptive Receptive Fields for Degraded Image Perception
    AAAI 2025 ·
    Fei Gao
    ,
    Ying Zhou
    ,
    Ziyun Li
    ,
    Wenwang Han
    ,
    Jiaqi Shi
    ,
    Maoying Qiao
    ,
    Jinlan Xu
    , Nannan Wang
  18. ReCon: Enhancing True Correspondence Discrimination through Relation Consistency for Robust Noisy Correspondence Learning
    CVPR 2025 ·
    Quanxing Zha
    ,
    Xin Liu
    ,
    Shu-Juan Peng
    ,
    Yiu-ming Cheung
    ,
    Xing Xu
    , Nannan Wang
  19. Surrogate Prompt Learning: Towards Efficient and Diverse Prompt Learning for Vision-Language Models
    ICML 2025 ·
    Liangchen Liu
    , Nannan Wang,
    Xi Yang
    ,
    Xinbo Gao
    ,
    Tongliang Liu
  20. Thinking Racial Bias in Fair Forgery Detection: Models, Datasets and Evaluations
    AAAI 2025 ·
    Decheng Liu
    ,
    Zongqi Wang
    ,
    Chunlei Peng
    , Nannan Wang,
    Ruimin Hu
    ,
    Xinbo Gao
  21. Towards Regularized Mixture of Predictions for Class-Imbalanced Semi-Supervised Facial Expression Recognition
    IJCAI 2025 ·
    Hangyu Li
    ,
    Yixin Zhang
    ,
    Jiangchao Yao
    , Nannan Wang,
    Bo Han
  22. Training Consistent Mixture-of-Experts-Based Prompt Generator for Continual Learning
    AAAI 2025 ·
    Yue Lu
    ,
    Shizhou Zhang
    ,
    De Cheng
    ,
    Guoqiang Liang
    ,
    Yinghui Xing
    , Nannan Wang,
    Yanning Zhang
  23. 풟ℐℋ-CLIP: Unleashing the Diversity of Multi-Head Self-Attention for Training-Free Open-Vocabulary Semantic Segmentation
    ICCV 2025 ·
    Songsong Duan
    ,
    Xi Yang
    , Nannan Wang
  24. Adv-Diffusion: Imperceptible Adversarial Face Identity Attack via Latent Diffusion Model
    AAAI 2024 ·
    Decheng Liu
    ,
    Xijun Wang
    ,
    Chunlei Peng
    , Nannan Wang,
    Ruimin Hu
    ,
    Xinbo Gao
  25. Advancing Generalized Deepfake Detector with Forgery Perception Guidance
    ACM MM 2024 ·
    Ruiyang Xia
    ,
    Dawei Zhou
    ,
    Decheng Liu
    ,
    Lin Yuan
    ,
    Shuodi Wang
    ,
    Jie Li
    , Nannan Wang,
    Xinbo Gao
  26. AesMamba: Universal Image Aesthetic Assessment with State Space Models
    ACM MM 2024 ·
    Fei Gao
    ,
    Yuhao Lin
    ,
    Jiaqi Shi
    ,
    Maoying Qiao
    , Nannan Wang
  27. Bridging Generative and Discriminative Models for Unified Visual Perception with Diffusion Priors
    IJCAI 2024 ·
    Shiyin Dong
    ,
    Mingrui Zhu
    ,
    Kun Cheng
    , Nannan Wang,
    Xinbo Gao
  28. Diffusion-based Layer-wise Semantic Reconstruction for Unsupervised Out-of-Distribution Detection
    NeurIPS 2024 ·
    Ying Yang
    ,
    De Cheng
    ,
    Chaowei Fang
    ,
    Yubiao Wang
    ,
    Changzhe Jiao
    ,
    Lechao Cheng
    , Nannan Wang,
    Xinbo Gao
  29. Disentangled Prompt Representation for Domain Generalization
    CVPR 2024 ·
    De Cheng
    ,
    Zhipeng Xu
    ,
    Xinyang Jiang
    , Nannan Wang,
    Dongsheng Li
    ,
    Xinbo Gao
  30. Disentangling Identity Features from Interference Factors for Cloth-Changing Person Re-identification
    ACM MM 2024 ·
    Yubo Li
    ,
    De Cheng
    ,
    Chaowei Fang
    ,
    Changzhe Jiao
    , Nannan Wang,
    Xinbo Gao
  31. Feature-Level Adversarial Attacks and Ranking Disruption for Visible-Infrared Person Re-identification
    NeurIPS 2024 ·
    Xi Yang
    ,
    Huanling Liu
    ,
    De Cheng
    , Nannan Wang,
    Xinbo Gao
  32. Generating Handwritten Mathematical Expressions From Symbol Graphs: An End-to-End Pipeline
    CVPR 2024 ·
    Yu Chen
    ,
    Fei Gao
    ,
    Yanguang Zhang
    ,
    Maoying Qiao
    , Nannan Wang
  33. Human-Robot Interactive Creation of Artistic Portrait Drawings
    ICRA 2024 ·
    Fei Gao
    ,
    Lingna Dai
    ,
    Jingjie Zhu
    ,
    Mei Du
    ,
    Yiyuan Zhang
    ,
    Maoying Qiao
    ,
    Chenghao Xia
    , Nannan Wang,
    Peng Li
  34. Multi-Granularity Graph-Convolution-Based Method for Weakly Supervised Person Search
    IJCAI 2024 ·
    Haichun Tai
    ,
    De Cheng
    ,
    Jie Li
    , Nannan Wang,
    Xinbo Gao
  35. Multi-Scene Generalized Trajectory Global Graph Solver with Composite Nodes for Multiple Object Tracking
    AAAI 2024 ·
    Yan Gao
    ,
    Haojun Xu
    ,
    Jie Li
    , Nannan Wang,
    Xinbo Gao
  36. On the Analysis of GAN-based Image-to-Image Translation with Gaussian Noise Injection
    ICLR 2024 ·
    Chaohua Shi
    ,
    Kexin Huang
    ,
    Lu Gan
    ,
    Hongqing Liu
    ,
    Mingrui Zhu
    , Nannan Wang,
    Xinbo Gao
  37. Point Deformable Network with Enhanced Normal Embedding for Point Cloud Analysis
    AAAI 2024 ·
    Xingyilang Yin
    ,
    Xi Yang
    ,
    Liangchen Liu
    , Nannan Wang,
    Xinbo Gao
  38. Pro2SAM: Mask Prompt to SAM with Grid Points for Weakly Supervised Object Localization
    ECCV 2024 ·
    Xi Yang
    ,
    Songsong Duan
    , Nannan Wang,
    Xinbo Gao
  39. Robust Training of Federated Models with Extremely Label Deficiency
    ICLR 2024 ·
    Yonggang Zhang
    ,
    Zhiqin Yang
    ,
    Xinmei Tian
    , Nannan Wang,
    Tongliang Liu
    ,
    Bo Han
  40. SHaRPose: Sparse High-Resolution Representation for Human Pose Estimation
    AAAI 2024 ·
    Xiaoqi An
    ,
    Lin Zhao
    ,
    Chen Gong
    , Nannan Wang,
    Di Wang
    ,
    Jian Yang
  41. Task-aware Orthogonal Sparse Network for Exploring Shared Knowledge in Continual Learning
    ICML 2024 ·
    Yusong Hu
    ,
    De Cheng
    ,
    Dingwen Zhang
    , Nannan Wang,
    Tongliang Liu
    ,
    Xinbo Gao
  42. UGNCL: Uncertainty-Guided Noisy Correspondence Learning for Efficient Cross-Modal Matching
    SIGIR 2024 ·
    Quanxing Zha
    ,
    Xin Liu
    ,
    Yiu-ming Cheung
    ,
    Xing Xu
    , Nannan Wang,
    Jianjia Cao
  43. Visual Prompt Tuning in Null Space for Continual Learning
    NeurIPS 2024 ·
    Yue Lu
    ,
    Shizhou Zhang
    ,
    De Cheng
    ,
    Yinghui Xing
    , Nannan Wang,
    Peng Wang
    ,
    Yanning Zhang