PPaperPicks

Pengfei Zhu

Tianjin University, College of Intelligence and Computing, China

27 papers at tracked venues · 25 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-4310-9140 ↗Homepage ↗

Venues

AAAI ×10NeurIPS ×5ICML ×3CVPR ×2ICLR ×2ACM MM ×1ECCV ×1ICCV ×1IJCAI ×1WWW ×1

Frequent coauthors

Qinghua Hu
×24
Bing Cao
×10
Yu Wang
×9
Qilong Wang
×5
Jialu Li
×5
Wanyu Lin
×4
Yiming Sun
×3
Xiyuan Gao
×3
Dongwei Ren
×3
Xinjie Yao
×3
Xingxin Xu
×2
Hongxuan Li
×2

Papers

  1. CtrlFuse: Mask-Prompt Guided Controllable Infrared and Visible Image Fusion
    AAAI 2026 ·
    Yiming Sun
    ,
    Yuan Ruan
    ,
    Qinghua Hu
    , Pengfei Zhu
  2. Dream-IF: Dynamic Relative EnhAnceMent for Image Fusion
    AAAI 2026 ·
    Xingxin Xu
    ,
    Bing Cao
    ,
    Dongdong Li
    ,
    Qinghua Hu
    , Pengfei Zhu
  3. Point Cloud Quantization Through Multimodal Prompting for 3D Understanding
    AAAI 2026 ·
    Hongxuan Li
    ,
    Wencheng Zhu
    ,
    Huiying Xu
    ,
    Xinzhong Zhu
    , Pengfei Zhu
  4. Reconcile Gradient Modulation for Harmony Multimodal Learning
    AAAI 2026 ·
    Xiyuan Gao
    ,
    Bing Cao
    ,
    Baoquan Gong
    , Pengfei Zhu
  5. VTD-CLIP: Video-to-Text Discretization via Prompting CLIP
    AAAI 2026 ·
    Wencheng Zhu
    ,
    Yuexin Wang
    ,
    Hongxuan Li
    , Pengfei Zhu
  6. Asymmetric Factorized Bilinear Operation for Vision Transformer
    ICLR 2025 ·
    Junjie Wu
    ,
    Qilong Wang
    ,
    Jiangtao Xie
    , Pengfei Zhu,
    Qinghua Hu
  7. Asymmetric Reinforcing Against Multi-Modal Representation Bias
    AAAI 2025 ·
    Xiyuan Gao
    ,
    Bing Cao
    , Pengfei Zhu,
    Nannan Wang
    ,
    Qinghua Hu
  8. Decoupled Multi-Predictor Optimization for Inference-Efficient Model Tuning
    ICCV 2025 ·
    Liwei Luo
    ,
    Shuaitengyuan Li
    ,
    Dongwei Ren
    ,
    Qilong Wang
    , Pengfei Zhu,
    Qinghua Hu
  9. Efficient Masked AutoEncoder for Video Object Counting and A Large-Scale Benchmark
    ICLR 2025 ·
    Bing Cao
    ,
    Quanhao Lu
    ,
    Jiekang Feng
    ,
    Qilong Wang
    , Pengfei Zhu,
    Qinghua Hu
  10. Graphs Help Graphs: Multi-Agent Graph Socialized Learning
    NeurIPS 2025 ·
    Jialu Li
    ,
    Yu Wang
    , Pengfei Zhu,
    Wanyu Lin
    ,
    Xinjie Yao
    ,
    Qinghua Hu
  11. Hyperbolic-Euclidean Deep Mutual Learning
    WWW 2025 ·
    Haifang Cao
    ,
    Yu Wang
    ,
    Jialu Li
    , Pengfei Zhu,
    Qinghua Hu
  12. Motion-Aware Adaptive Pixel Pruning for Efficient Local Motion Deblurring
    ACM MM 2025 ·
    Wei Shang
    ,
    Dongwei Ren
    ,
    Wanying Zhang
    , Pengfei Zhu,
    Qinghua Hu
    ,
    Wangmeng Zuo
  13. Multimodal Negative Learning
    NeurIPS 2025 ·
    Baoquan Gong
    ,
    Xiyuan Gao
    , Pengfei Zhu,
    Qinghua Hu
    ,
    Bing Cao
  14. Socialized Coevolution: Advancing a Better World through Cross-Task Collaboration
    ICML 2025 ·
    Xinjie Yao
    ,
    Yu Wang
    , Pengfei Zhu,
    Wanyu Lin
    ,
    Ruipu Zhao
    ,
    Zhoupeng Guo
    ,
    Weihao Li
    ,
    Qinghua Hu
  15. Task-Gated Multi-Expert Collaboration Network for Degraded Multi-Modal Image Fusion
    ICML 2025 ·
    Yiming Sun
    ,
    Xin Li
    , Pengfei Zhu,
    Qinghua Hu
    ,
    Dongwei Ren
    ,
    Huiying Xu
    ,
    Xinzhong Zhu
  16. AMU-Tuning: Effective Logit Bias for CLIP-based Few-shot Learning
    CVPR 2024 ·
    Yuwei Tang
    ,
    Zhenyi Lin
    ,
    Qilong Wang
    , Pengfei Zhu,
    Qinghua Hu
  17. Bi-directional Adapter for Multimodal Tracking
    AAAI 2024 ·
    Bing Cao
    ,
    Junliang Guo
    , Pengfei Zhu,
    Qinghua Hu
  18. Conditional Controllable Image Fusion
    NeurIPS 2024 ·
    Bing Cao
    ,
    Xingxin Xu
    , Pengfei Zhu,
    Qilong Wang
    ,
    Qinghua Hu
  19. Dynamic Brightness Adaptation for Robust Multi-modal Image Fusion
    IJCAI 2024 ·
    Yiming Sun
    ,
    Bing Cao
    , Pengfei Zhu,
    Qinghua Hu
  20. Dynamic Sub-graph Distillation for Robust Semi-supervised Continual Learning
    AAAI 2024 ·
    Yan Fan
    ,
    Yu Wang
    , Pengfei Zhu,
    Qinghua Hu
  21. Every Node Is Different: Dynamically Fusing Self-Supervised Tasks for Attributed Graph Clustering
    AAAI 2024 · Pengfei Zhu,
    Qian Wang
    ,
    Yu Wang
    ,
    Jialu Li
    ,
    Qinghua Hu
  22. Exploring Diverse Representations for Open Set Recognition
    AAAI 2024 ·
    Yu Wang
    ,
    Junxian Mu
    , Pengfei Zhu,
    Qinghua Hu
  23. Persistence Homology Distillation for Semi-supervised Continual Learning
    NeurIPS 2024 ·
    Yan Fan
    ,
    Yu Wang
    , Pengfei Zhu,
    Dongyue Chen
    ,
    Qinghua Hu
  24. Socialized Learning: Making Each Other Better Through Multi-Agent Collaboration
    ICML 2024 ·
    Xinjie Yao
    ,
    Yu Wang
    , Pengfei Zhu,
    Wanyu Lin
    ,
    Jialu Li
    ,
    Weihao Li
    ,
    Qinghua Hu
  25. Task-Customized Mixture of Adapters for General Image Fusion
    CVPR 2024 · Pengfei Zhu,
    Yang Sun
    ,
    Bing Cao
    ,
    Qinghua Hu
  26. Visible and Clear: Finding Tiny Objects in Difference Map
    ECCV 2024 ·
    Bing Cao
    ,
    Haiyu Yao
    , Pengfei Zhu,
    Qinghua Hu
  27. What Matters in Graph Class Incremental Learning? An Information Preservation Perspective
    NeurIPS 2024 ·
    Jialu Li
    ,
    Yu Wang
    , Pengfei Zhu,
    Wanyu Lin
    ,
    Qinghua Hu